[{"id":21560,"date":"2026-03-11T12:56:59","date_gmt":"2026-03-11T12:56:59","guid":{"rendered":"https:\/\/www.differentia.consulting\/?post_type=news&p=21560"},"modified":"2026-03-11T12:58:24","modified_gmt":"2026-03-11T12:58:24","slug":"atp-construction-llc-adopts-viseon-ask","status":"publish","type":"news","link":"https:\/\/www.differentia.consulting\/news\/atp-construction-llc-adopts-viseon-ask\/","title":{"rendered":"ATP Construction adopts VISEON Ask for online Discussion"},"content":{"rendered":"\n

Stokenchurch, England \u2013 March 2026<\/em><\/p>\n\n\n\n

Differentia Consulting Ltd is pleased to announce that ATP Construction LLC has integrated VISEON Ask, VISEON’s Discuss<\/a> service, into its website as a dedicated client discussion interface, accessible at https:\/\/atpconstructionllc.com\/ask<\/a>.<\/p>\n\n\n\n

A New Approach to Online Client Engagement<\/h2>\n\n\n\n

The implementation marks a practical step forward in how construction businesses engage with visitors online. Rather than relying on static contact forms or generic chat widgets, ATP Construction LLC now offers a structured, knowledge-graph-driven conversation layer that draws directly from the company’s own structured content and Schema.org-marked-up data.<\/p>\n\n\n\n

About VISEON Ask<\/h2>\n\n\n\n

VISEON Ask, developed by Differentia Consulting under the VISEON.IO platform, enables businesses to deploy AI-powered discussion interfaces grounded in their own verified information. This approach reduces the risk of inaccurate responses whilst giving website visitors a more informed and relevant experience.<\/p>\n\n\n\n

Adrian Parker, Director of Differentia Consulting, said: <\/p>\n\n\n\n

\n

“ATP Construction LLC demonstrates exactly the kind of forward-thinking adoption we built VISEON Ask for connecting real business knowledge to the people who need it, without the noise.”<\/p>\n<\/blockquote>\n\n\n\n

ATP Construction LLC joins a growing number of businesses deploying VISEON Ask, the discussion interface built on the VISEON Discover | Discuss | Transact platform, giving website visitors direct, relevant answers drawn from a Schema.org knowledge graph of verified business content. <\/p>\n\n\n\n

For construction firms in particular, where services span estimating, project types, materials, compliance, and geography, this dual deployment offers genuine utility. The same structured business content that makes ATP Construction LLC discoverable to AI systems also drives direct, relevant conversations with website visitors. Whether a single-trade contractor or a multi-discipline construction group, one knowledge graph serves both purposes.<\/p>\n","protected":false},"excerpt":{"rendered":"

Differentia Consulting announces that ATP Construction LLC has integrated VISEON Ask into its website \u2014 a discussion interface powered by the VISEON.IO Discover | Discuss | Transact platform and structured Schema.org data, giving visitors direct, relevant answers from verified business content.<\/p>\n","protected":false},"featured_media":21562,"template":"","format":"standard","categories":[493,1056,1067],"tags":[31,1089],"class_list":{"0":"post-21560","1":"news","2":"type-news","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-featured","8":"category-qlik-solutions","9":"category-retail-e-commerce-solutions","10":"tag-news","11":"tag-viseon","12":"entry"},"yoast_head":"\nATP Construction adopts VISEON Ask for online Discussion<\/title>\n<meta name=\"description\" content=\"ATP Construction LLC has deployed VISEON Ask as its client discussion interface, powered by the VISEON.IO platform and site's knowledge graph\" \/>\n<meta name=\"robots\" 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and VISEON Bind Enterprise Data to Agentic Commerce"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Qlik Positions as the Agentic Data Intelligence Layer for 2026<\/h2>\n\n\n\n<p>Stokenchurch, UK \u2013 January 2026 \u2013 As autonomous AI agents begin to negotiate, select, and execute purchases on behalf of buyers, the infrastructure that allows agents to discover trusted products and complete transactions is becoming core business plumbing. Differentia Consulting\u2019s <a href=\"https:\/\/viseon.io\/\">VISEON.IO<\/a> platform turns Qlik\u2019s trusted data products into validated Schema.org knowledge graphs and standardised agent interfaces, so external AI agents can safely discover, interpret, and act on Qlik data for commerce.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">From Dashboards to Agent Infrastructure<\/h3>\n\n\n\n<p>Qlik\u2019s 2026 strategy moves beyond human-centric dashboards to treat the platform as a governed execution fabric for AI agents. In this model, Qlik supplies the trusted measures, policies, and workflows that autonomous agents require to justify and execute commercial actions, not just to visualise them.<\/p>\n\n\n\n<p>VISEON.IO closes the data quality gap that stops agents from completing transactions. The platform audits and normalises Schema.org implementations, validates knowledge graph completeness, and checks retrieval quality so that every offer carries a machine-readable \u201cContract of Sale\u201d \u2013 product, price, eligibility, risk, policy, and fulfilment expressed in a way agents can both discover and reason over. Without that high-fidelity metadata, even the most capable agents will decline to authorise purchases or surface offers in emerging agentic shopping flows.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Qlik\u2019s Specialised Agent Network, Bound by VISEON<\/h3>\n\n\n\n<p>Within <a href=\"https:\/\/assets.qlik.com\/image\/upload\/v1768258332\/qlik\/docs\/resource-library\/infographics\/resource-ig-ai-trends-2026-en_ytdncp.pdf\">Qlik\u2019s DARE Intelligence Grid<\/a>, a suite of specialised agents operate over governed data sets: Discovery Agents continuously scan for anomalies and opportunities; Automation Agents orchestrate actions in downstream ERP, CRM, logistics, and finance systems; and a central Supervisor Agent interprets human intent, decomposes multi-step tasks, and coordinates the <strong>agent swarm<\/strong>.<\/p>\n\n\n\n<p>VISEON.IO acts as the semantic binding layer between this internal agent network and the external agent economy. It projects Qlik-curated data products \u2013 including product, inventory, customer-fit and risk indicators \u2013 into a Schema.org-aligned knowledge graph and standardised agent interfaces that external agents can query and trust. This turns Qlik from \u201ca place where humans see truth\u201d into \u201ca place where agents obtain and execute against truth.\u201d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Open Protocols and Agentic Commerce Infrastructure<\/h3>\n\n\n\n<p>Qlik\u2019s platform strategy is built around open interfaces, with APIs designed to participate in modern agent protocols so that external agents can treat Qlik as a first-class tool and data provider. VISEON.IO presents Qlik data products through these interfaces, aligning with the emerging expectation that enterprise data be exposed via standardised agent connections rather than bespoke integrations.<\/p>\n\n\n\n<p>At the same time, industry initiatives in payments and checkout – from universal commerce protocols to agent-ready payment suites – define how agents execute transactions, manage identity, and move money. Acquisitions and launches across the ecosystem underline that trusted catalogue distribution, payments, and protocol-native checkout are becoming infrastructure, not just add-ons. Within this landscape, Qlik plus VISEON.IO occupy the \u201cagentic data intelligence\u201d and \u201csemantic contract\u201d layers: Qlik provides governed analytical truth and agent orchestration, while VISEON expresses that truth as validated knowledge graphs and agent-ready metadata that external agents can reliably consume.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">From Discover to Dispatch<\/h3>\n\n\n\n<p>Agentic commerce is crystallising into a stack of capabilities that spans the full journey from Discover to Dispatch. Differentia Consulting and VISEON.IO describe this as \u201cDiscover to Dispatch\u201d, covering five interlocking layers:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Semantic Data & Context<br>The foundation: governed data products, metrics, catalogues, policies, and inventory, expressed in a shared semantic model. Qlik\u2019s DARE Intelligence Grid provides the trusted numbers and signals, while VISEON.IO turns them into validated Schema.org knowledge graphs – a machine-readable Contract of Sale that agents and protocols can interpret without ambiguity.<\/li>\n\n\n\n<li>AI Discoverability & Intent<br>The goal here is to be reliably visible and interpretable to AI surfaces: assistants, search experiences, shopping agents, and vertical agents. VISEON.IO audits and optimises Schema.org, protocol readiness, and retrieval quality so that agents can not only find a brand, but understand what is on offer and when it is eligible to be recommended.<\/li>\n\n\n\n<li>Agentic Decisioning & Orchestration<br>Once a product can be found, an agent has to decide what to do: compare options, check constraints, route to the right warehouse, honour policies, and trigger downstream actions. Qlik\u2019s DARE framework supplies Discovery Agents, Automation Agents, and Supervisor Agent-led orchestration over the same governed truth that VISEON encodes, ensuring that both internal and external agents reason from a single, controlled version of reality.<\/li>\n\n\n\n<li>Protocol-Native Transactions<br>Decision becomes commitment at the transaction layer. Open standards and payments infrastructure define how agents execute checkout, manage identity, and move money. Payments and orchestration providers turn these protocols into operational services, syndicating product data into AI agents and routing orders back into existing merchant stacks.<\/li>\n\n\n\n<li>Fulfilment, Dispatch & Service Intelligence<br>The final layer covers what happens after the \u201cbuy\u201d event: order management, shipping, returns, re-ordering, and customer service. Qlik provides the visibility and KPIs over inventory, logistics, and service performance, while VISEON can describe service levels, warranties, and return policies in structured data so that the same agents which initiated a purchase can later track, modify, or support it using consistent semantics.<\/li>\n<\/ol>\n\n\n\n<p>Across all five layers, VISEON.IO acts as the semantic binding for Qlik-curated data: it ensures that whatever Qlik\u2019s agents decide inside the enterprise is expressed externally as a clear, validated Contract of Sale that agentic commerce platforms can trust. In this way, Qlik plus VISEON.IO form a single, continuous fabric from Discover to Dispatch in the agentic commerce era.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">About Differentia Consulting<\/h2>\n\n\n\n<p><a href=\"https:\/\/www.differentia.consulting\/\">Differentia Consulting<\/a> Established in 2002, Differentia Consulting is a pioneering UK-based IT Management Consultancy with a deep Oracle JD Edwards ERP heritage. As a Qlik Elite Solution Provider, we deliver full-lifecycle data transformation, managed services, and AI-enabled Modernisation across the Qlik portfolio, including Qlik Cloud Analytics and Qlik Talend Cloud, alongside strategic partners including Alteryx, Cyferd, TimeXtender, ancoreSoft, and ZenOptics. Our clients span all sectors and core ERP platforms, including JD Edwards, SAP, Infor, IFS, Sage, and Salesforce. Differentia Consulting leads the transition to Agentic Commerce, utilising VISEON to evolve static analytics into autonomous Discovery to Dispatch workflows, enabling clients to achieve operational excellence and remain agile for continued competitive advantage.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Qlik and VISEON.IO are redefining business intelligence as core agentic commerce infrastructure. VISEON.IO turns Qlik\u2019s trusted data products into validated Schema.org knowledge graphs and standardised agent interfaces, so external AI agents can safely discover, interpret, and act on Qlik data for commerce. This \u201cDiscover to Dispatch\u201d model positions Qlik\u2019s DARE Intelligence Grid and VISEON\u2019s semantic Contract of Sale as a single fabric powering the full agentic commerce stack.<\/p>\n","protected":false},"featured_media":0,"template":"","format":"standard","categories":[493],"tags":[31,28,1089],"class_list":{"0":"post-21509","1":"news","2":"type-news","3":"status-publish","4":"format-standard","6":"category-featured","7":"tag-news","8":"tag-qlik","9":"tag-viseon","10":"entry"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Qlik and VISEON Bind Enterprise Data to Agentic Commerce<\/title>\n<meta name=\"description\" content=\"Qlik and VISEON.IO form an agentic data intelligence layer for commerce, binding trusted Qlik data to Schema.org graphs and agent interfaces from Discover to Dispatch.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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Our continued success as a Qlik Elite Solution Provider is built on our commitment and dedication to customer service, and ongoing investment in our valued employees, associates, and partners. This includes working with Qlik to position its offerings as they become available and change. As a result, this elite status includes our a true mix of client success by clients across all sectors and sizes, including more strategic discussions on governed data pipelines, and for AI. <\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>“Differentia Consulting continuously focuses on our clients’ success. 2025 like each year before brought a whole new set of operational challenges, not to mention extreme weather. AI was the talk of the town for 2025 and it presented its own challenges that we are very pleased to have managed to address while discovering a new way of working with our clients. AI and BI both share the same need for Data that is timely and accurate. As analytics continue to rapidly evolve, to include self service AI driven analytics, our objective is to work <span style=\"font-size: revert; color: initial;\">with our clients to adopt a new integrated path for data integration and analytics with Qlik. <\/span><\/p>\n\n\n\n<p><span style=\"font-size: revert; color: initial;\">Working more strategically with clients has required a lot of dedication and understanding of their needs, and the value they can expect from Qlik products. The continued changes of Qlik’s go-to-market to enable global enterprises to compete requires dedicated teams from Differentia Consulting and Qlik to work together. Our customer day on the 9th of October 2025 focused on explaining the data roadmap options available to all our clients for 2026 and beyond. As well as the soft launch of VISEON.IO”<\/span><\/p>\n<cite><strong>Adrian Parker, VP Strategy and Operations, Differentia Consulting<\/strong><\/cite><\/blockquote>\n\n\n\n<h5 class=\"wp-block-heading\">As we head into 2026, Differentia Consulting is dedicated to maintaining our high standards and continuing to make the difference with:<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.differentia.consulting\/services\/managed-services\/\">Qlik Managed Services<\/a> – a dedicated on-shore Qlik Managed Services team available to support and deliver your Qlik projects, and Qlik training, in a timely manner as well as to robust standards.<\/li>\n\n\n\n<li><a href=\"https:\/\/www.differentia.consulting\/smarter.bi\/\">Smarter.BI applications powered by Qlik<\/a> – templates for technologies such as JD Edwards and functional areas such as Finance, Supply Chain, PMO and WFM\/HCM\/HR.<\/li>\n\n\n\n<li><a href=\"https:\/\/viseon.io\">VISEON.IO<\/a> – we recognise that structured data becomes an imperative in the internet world as it does in the world of analytics. From Discovery to Dispatch our solution audits and enhances your ability to: discover, transact, and converse with AI.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">About Differentia Consulting<\/h2>\n\n\n\n<p><a href=\"https:\/\/www.differentia.consulting\/\">Differentia Consulting<\/a> Established in 2002, Differentia Consulting is a pioneering UK-based IT Management Consultancy with a deep Oracle JD Edwards ERP heritage. As a Qlik Elite Solution Provider, we deliver full-lifecycle data transformation, managed services, and AI-enabled Modernisation across the Qlik portfolio, including Qlik Cloud Analytics and Qlik Talend Cloud, alongside strategic partners including Alteryx, Cyferd, TimeXtender, ancoreSoft, and ZenOptics. Our clients span all sectors and core ERP platforms, including JD Edwards, SAP, Infor, IFS, Sage, and Salesforce. Differentia Consulting leads the transition to Agentic Commerce, utilising VISEON to evolve static analytics into autonomous Discovery to Dispatch workflows, enabling clients to achieve operational excellence and remain agile for continued competitive advantage.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Networking Opportunities<\/h3>\n\n\n\n<p>Differentia Consulting strives to encourage a supportive Qlik Community where we can share and support one another. Whether this is via events or direct introductions, please contact us to learn more.<\/p>\n\n\n\n<p>Join us in Reading, October 2026, for our next Qlik Customer Day. This is the perfect opportunity for us to help you decide on your Qlik data integration, Qlik data analytics strategy, and roadmap for 2027 and beyond.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Social Media<\/h3>\n\n\n\n<p>To stay up to date with Differentia Consulting news, please subscribe to our <a href=\"https:\/\/www.youtube.com\/channel\/UCWipYjAUISbsWfN_diiXdeQ\/playlists?ucbcb=1\">video feeds<\/a> or follow us online:<\/p>\n\n\n\n<p>X: <a href=\"https:\/\/twitter.com\/DCLUK\">https:\/\/twitter.com\/DCLUK<\/a><br>Facebook: <a href=\"https:\/\/www.facebook.com\/login\/?next=https%3A%2F%2Fwww.facebook.com%2Fdifferentia.consulting%2F\">https:\/\/www.facebook.com\/differentia.consulting\/<\/a><br>LinkedIn: <a href=\"https:\/\/www.linkedin.com\/company\/differentia-consulting\/\">https:\/\/www.linkedin.com\/company\/differentia-consulting\/<\/a><br>YouTube: <a href=\"https:\/\/www.youtube.com\/@differentia.consulting\">https:\/\/www.youtube.com\/@differentia.consulting<\/a><\/p>\n\n\n\n<p>In addition, there are some LinkedIn groups that we suggest you subscribe to;<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Qlik Application Platform Global User Group – <a href=\"https:\/\/www.linkedin.com\/signup\/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fgroups%2F72977%2F&trk=login_reg_redirect\">https:\/\/www.linkedin.com\/groups\/72977\/<\/a><\/li>\n\n\n\n<li>Qlik Application Platform UK User Group – <a href=\"https:\/\/www.linkedin.com\/signup\/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fgroups%2F1882895%2F&trk=login_reg_redirect\">https:\/\/www.linkedin.com\/groups\/1882895\/<\/a><\/li>\n\n\n\n<li>Qlik and SAP – <a href=\"https:\/\/www.linkedin.com\/signup\/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Fgroups%2F1891998%2F&trk=login_reg_redirect\">https:\/\/www.linkedin.com\/groups\/1891998\/<\/a><\/li>\n\n\n\n<li>#CyberHygiene – <a href=\"https:\/\/www.linkedin.com\/showcase\/cyberhygiene\/\">https:\/\/www.linkedin.com\/showcase\/cyberhygiene\/<\/a><br><\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">Recommended Qlik Community Feeds<\/h3>\n\n\n\n<p>Qlik has consolidated much of its information, including self-service support information to the <a href=\"https:\/\/community.qlik.com\">https:\/\/community.qlik.com<\/a> site and we\u2019d recommend that you subscribe to some of their feeds \u2013 in particular the <a href=\"https:\/\/community.qlik.com:443\/t5\/Support-Updates\/bg-p\/qlik-support-updates-blog\">Support Updates Blog<\/a>. Finally please also have a look at <a href=\"https:\/\/qlik.dev\">qlik.dev<\/a> – the Developer Portal for Qlik SaaS and backbone of Qlik’s and DIY MCP opportunities.<\/p>\n\n\n\n<p class=\"has-text-align-left\"><a class=\"button\" href=\"https:\/\/www.differentia.consulting\/news\/\">News<\/a><\/p>\n\n\n\n<p class=\"has-text-align-left\"><a class=\"button\" href=\"https:\/\/www.differentia.consulting\/events\/\">Events<\/a><\/p>\n\n\n\n<p class=\"has-text-align-right\"><a href=\"#menu\" aria-label=\"Open Menu\">MENU <i class=\"fa fa-bars\"><\/i><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Differentia Consulting is delighted to have been recognised by Qlik as a Qlik Elite Solution Provider for the fifteenth time. Our continued success as a Qlik Elite Solution Provider is built on our commitment and dedication to customer service, and ongoing investment in our valued employees, associates, and partners. This includes working with Qlik to position its offerings as they become available and change. As a result, this elite status includes our a true mix of client success by clients across all sectors and sizes, including more strategic discussions on governed data pipelines, and for AI.<\/p>\n","protected":false},"featured_media":13286,"template":"","format":"standard","categories":[493,533],"tags":[31,28,961,233,666,1089],"class_list":{"0":"post-21504","1":"news","2":"type-news","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-featured","8":"category-technology-solutions","9":"tag-news","10":"tag-qlik","11":"tag-qlik-partner","12":"tag-qlik-sense","13":"tag-secure-bi","14":"tag-viseon","15":"entry"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Qlik Elite Solution Provider Status Recognised For Fifteenth time<\/title>\n<meta name=\"description\" content=\"Differentia Consulting recognised as a Qlik Elite Solution Provider status for the fifteenth time. 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Empowers AI Search GraphRAG Data Quality"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">AI Search Disruption & Knowledge Graph Compliance: Why Enterprises Must Act Now<\/h2>\n\n\n\n<p><strong>News from Differentia Consulting, authors of <a href=\"https:\/\/viseon.io\">VISEON.IO<\/a><\/strong> (aka SmarterSEO)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The CTR Collapse: SEO as We Know It is Changing<\/h2>\n\n\n\n<p>AI Overviews are causing organic traffic drops as large as 60% on some pages, with the broader SEO community confirming real-world data showing users increasingly satisfied with AI-generated summaries.<\/p>\n\n\n\n<p>The numbers are stark. Position #1 organic CTR dropped from 28% to 19% (32% decline), whilst position #2 fell from 20.83% to 12.60% (39% decline) between 2024 and 2025. But the most dramatic example comes from major publishers: MailOnline’s SEO director reported that on desktop, CTR falls from approximately 13% to less than 5% when an AI Overview appears, and on mobile from 20% to 7%.<\/p>\n\n\n\n<p>This isn’t isolated. AI Overviews appeared for just 10,000 keywords in August 2024, but by May 2025 this had grown to over 172,000 keywords. The expansion is accelerating.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The Real Opportunity: AI Search & Enterprise Discovery<\/h2>\n\n\n\n<p>Whilst traditional organic search is being cannibalized by AI Overviews within Google, a parallel transformation is unfolding. Enterprise adoption of generative AI Search tools is experiencing rapid acceleration. Cloud-native AI Search platforms like ChatGPT, Gemini, Claude, Perplexity, and internal GraphRAG systems are becoming <strong>the primary discovery channel for B2B decision-makers<\/strong> and enterprise users.<\/p>\n\n\n\n<p>Unlike Google’s zero-click AI Overviews, these platforms cite sources, provide attribution, and route qualified traffic to originating brands. This represents a genuine opportunity to redirect organic discovery away from Google’s walled garden into direct, profitable channels\u2014and it’s happening.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">The Knowledge Graph Imperative<\/h2>\n\n\n\n<p>As of 2024, over 45 million web domains have implemented Schema.org structured data, representing approximately 12.4% of all registered domains. This foundation exists. But quantity does not equal quality.<\/p>\n\n\n\n<p>For AI search platforms to discover, understand, and recommend your products, services, and solutions in real-time, two conditions must be met:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Structured data framework compliance<\/strong> \u2013 Your Schema.org markup must follow correct validation rules and semantic patterns<\/li>\n\n\n\n<li><strong>Knowledge graph coherence<\/strong> \u2013 Relationships between entities (products, locations, organisations, people) must be consistently defined and contextually rich<\/li>\n<\/ol>\n\n\n\n<p>Most organisations fail on both counts. They have some schema, many do not have Schema integrated into a knowledge graph, and when they do their knowledge graphs lack the semantic integrity required for <strong>GraphRAG<\/strong> systems to reason about your content at enterprise scale.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Why This Matters for Your Business<\/h2>\n\n\n\n<p>Microsoft Bing’s Principal Product Manager emphasised that “Schema Markup helps Microsoft’s LLMs understand content,” reaffirming this message at SMX Search Marketing Expo in March 2025. This is no longer a nice-to-have technical detail\u2014it is foundational infrastructure for AI discoverability.<\/p>\n\n\n\n<p>Organisations optimising for these emerging platforms, such as Microsoft’s NLWeb, now will capture customers through a channel Google cannot control and competitors have largely ignored. Those waiting for market maturity will find themselves invisible to <em><strong>the fastest-growing discovery mechanism in enterprise technology’s history<\/strong><\/em>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">VISEON: Knowledge Graph Quality for the AI Search Era<\/h2>\n\n\n\n<p>VISEON specialises in Knowledge Graph audits specifically designed for AI search readiness. We assess:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Schema.org compliance<\/strong> \u2013 Validation of entity definitions and relationship integrity<\/li>\n\n\n\n<li><strong>GraphRAG preparation<\/strong> \u2013 Evaluation of your knowledge graph’s readiness for LLM ingestion<\/li>\n\n\n\n<li><strong>Semantic coherence<\/strong> \u2013 Analysis of contextual relationships across your digital estate<\/li>\n\n\n\n<li><strong>Real-time discoverability<\/strong> \u2013 Framework compliance for AI search citation and recommendation<\/li>\n<\/ul>\n\n\n\n<p>We don’t just validate schema. We ensure your knowledge graph is architected for machines to understand, reason about, and confidently recommend your offerings within AI search systems.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>The time to prepare is now. The market is moving from keyword-based content discovery to semantic, entity-driven context discovery. Traditional SEO optimisation cannot control this shift. Knowledge graph compliance can ensure you are part of this new channel. How you engage customers using AI Search will be the new marketing battlefield.<\/strong><\/p>\n\n\n\n<p>For more information about VISEON Knowledge Graph audits and AI search readiness assessments, visit <a href=\"https:\/\/viseon.io\/\">VISEON.IO<\/a> or contact <a href=\"mailto:info@viseon.io\">info@viseon.io<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI search is the fastest growing technology discovery system in IT\u2019s history. It brings a new channel to market for Marketers, and they need to act on it now.<br \/>\nWhy Does Every Marketer needs VISEON?<br \/>\nWhat Channel to Market does VISEON Unlock?<br \/>\nhttps:\/\/VISEON.IO Unlocks AI Search<br \/>\nhttps:\/\/VISEON.IO Unlocks the NLWeb<br \/>\nhttps:\/\/VISEON.IO Transforms Site Search to Ask.<br \/>\nContact us at info@viseon.io<\/p>\n","protected":false},"featured_media":21429,"template":"","format":"standard","categories":[937,493,1056],"tags":[1096,1095,1089],"class_list":{"0":"post-21426","1":"news","2":"type-news","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-compliance-solutions","8":"category-featured","9":"category-qlik-solutions","10":"tag-graphrag","11":"tag-vectorrag","12":"tag-viseon","13":"entry"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>VISEON.IO Empowers AI Search GraphRAG Data Quality<\/title>\n<meta name=\"description\" content=\"AI Search GraphRAG data Quality is essential to succeed in technologies fastest growing discovery channel. 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By implementing cross-domain, Schema.org, schema markup, using JSON-LD. VISEON boosts semantic intelligence, making content more accessible as contextual-content to AI engines and traditional search.<\/p>\n\n\n\n<p><strong><em>“VISEON shifts the focus from ad auctions to authentic contextual visibility,” said Adrian Parker SVP of Strategy and Operations at Differentia Consulting. “Brands can now capture audiences organically, reducing costs while enhancing reach. And, significantly making SEO smarter, by turning content into context. Utilising your domain’s inherent knowledge graph to add explainability and context to enable your site’s artefacts to partake in next generation AI chat interfaces, such as those pioneered by NLWeb “<\/em><\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">VISEON’s key features include:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Automated schema auditing of your knowledge graph, <\/li>\n\n\n\n<li>Test validations for quality, <\/li>\n\n\n\n<li>Knowledge graph gap analysis, <\/li>\n\n\n\n<li>Validation of rich snippets, and more. <\/li>\n<\/ul>\n\n\n\n<p>With VISEON your domain can be an NLWeb-ready website, enriched with Schema.org markup, semantic data, that enables direct, conversational user interactions via AI. Thus bypassing traditional intermediaries like search engines or aggregators. This disintermediation empowers brands to engage audiences organically, reducing reliance on ad platforms and enabling seamless, context-driven discovery by AI agents and users alike.<\/p>\n\n\n\n<p>The platform is available immediately at <a href=\"http:\/\/viseon.io\">VISEON.IO<\/a> For demonstrations and inquiries, email <a href=\"mailto:info@differentia.consulting\">info@differentia.consulting<\/a>.<\/p>\n\n\n\n<p>VISEON.IO (aka <a href=\"https:\/\/www.differentia.consulting\/smarter.bi\/solutions\/smarter-seo-powered-by-qlik\">Smarter.SEO<\/a> – powered by Qlik) marks a pivotal step in adapting to AI-driven search landscapes, promising a more equitable digital future for businesses.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">About Differentia Consulting<\/h3>\n\n\n\n<p>Differentia Consulting has been delivering AI-enabled business intelligence solutions, reporting, ERP, and data services since 2002. Working with Qlik solutions since 2008, the company has experience in Qlik implementations in ERP environments and continues to work in data strategy, integration, and analytics implementation. The company partners with technology providers including Qlik, Oracle, Microsoft, AWS, and others to deliver solutions to clients across various sectors.<\/p>\n\n\n\n<p>For more information about Differentia Consulting\u2019s Qlik Observability Suite MCP services, visit <a href=\"https:\/\/www.differentia.consulting\/\">www.differentia.consulting<\/a> or contact the team on +44 1494 622 600.<\/p>\n\n\n\n<p>To book a free consultation with Qlik experts, visit: <a href=\"https:\/\/outlook.office.com\/owa\/calendar\/QlikPartner@differentia.consulting\/bookings\/\">https:\/\/outlook.office.com\/owa\/calendar\/QlikPartner@differentia.consulting\/bookings\/<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>Media Contact:<\/strong> Differentia Consulting Phone: +44 1494 622 600 WhatsApp: +44 7534 491 609 Web: www.differentia.consulting<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>Footnotes: <br>Read our\u00a0<strong><em>interregnum<\/em><\/strong>\u00a0article relating to\u00a0<a href=\"https:\/\/www.linkedin.com\/posts\/differentia-consulting_the-it-world-it-pivoting-around-us-are-you-activity-7381052360040681472-k-0I?utm_source=share&utm_medium=member_desktop&rcm=ACoAAADdCfABQgh7r4YQr3p5orITmbsY7xcpkYM\">AI enabled BI on LinkedIn<\/a><br>Learn about <a href=\"https:\/\/news.microsoft.com\/source\/features\/company-news\/introducing-nlweb-bringing-conversational-interfaces-directly-to-the-web\">NLWeb<\/a> and how it is redefining routes to market.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>VISEON Launches: Revolutionising Brand Visibility in AI-Powered Search Stokenchurch, UK \u2013 October 9, 2025 \u2013 VISEON, an innovative AI semantic search-ready platform, officially launches today, empowering brands to thrive in the era of generative AI without heavy ad reliance. Developed by Differentia Consulting\u2019s AI experts, VISEON enables augmented organic discovery by tools like Gemini, ChatGPT, [\u2026]<\/p>\n","protected":false},"featured_media":0,"template":"","format":"standard","categories":[1055,493,1056],"tags":[1092,31,1093,28,1089],"class_list":{"0":"post-21409","1":"news","2":"type-news","3":"status-publish","4":"format-standard","6":"category-digital-transformation-services","7":"category-featured","8":"category-qlik-solutions","9":"tag-mcp","10":"tag-news","11":"tag-nlweb","12":"tag-qlik","13":"tag-viseon","14":"entry"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Differentia Consulting Launches VISEON<\/title>\n<meta name=\"description\" content=\"With VISEON companies can partake in next gen AI enabled web interfaces, organically; expanding their channels to market, and profit margins.\" \/>\n<meta name=\"robots\" content=\"index, follow, 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This innovation allows non-technical users to query tenant health via natural language\u2014e.g., “Audit my Qlik apps for compliance issues”\u2014triggering AI agents to pull metrics, detect anomalies, and generate remediation reports through MCP-secured APIs.<\/p>\r\n\r\n\r\n\r\n<p>In the <a href=\"https:\/\/community.qlik.com\/t5\/Integration-Extension-APIs\/Qlik-Observability-Suite-MCP-Audit-your-Qlik-Cloud-Tenant-via\/td-p\/2532530\">Qlik Community<\/a>, this has sparked discussions on integrating MCP with Ara (Grok) for real-time observability, slashing manual oversight by 50-90% in pilot deployments. For BI teams mired in the interregnum’s data sprawl, it’s a direct path to hyper-automated governance, where integration isn’t a hurdle but an ambient capability.<\/p>\r\n\r\n\r\n\r\n<p>Drawing on its work with Qlik solutions across ERP environments including SAP and JD Edwards since 2008, Differentia Consulting brings experience in data integration, analytics, and AI implementation to help organisations address data challenges that can limit AI initiatives.<\/p>\r\n\r\n\r\n\r\n<p>\u201c<strong>Qlik Observability Suite<\/strong> MCP Server addresses issues we regularly discuss with clients \u2013 the need for on-the-fly tenant audits,\u201d said Adrian Parker, SVP Strategy and Operations at Differentia Consulting. \u201cOur <a href=\"https:\/\/www.differentia.consulting\/qlik\/services\/qlik-support-services\">Qlik support<\/a> services are already world class, and having the ability to quickly and autoMagically review a client tenant for issues makes that capability stronger. Coupled with our API derived <a href=\"https:\/\/www.differentia.consulting\/cyferd\/harmony-for-qlik\">Harmony and Symphony<\/a> offerings we lead in the ability to work with Qlik APIs, natively and via MCPs.\u201d<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">About Differentia Consulting<\/h3>\r\n\r\n\r\n\r\n<p>Differentia Consulting has been delivering AI-enabled business intelligence solutions, reporting, ERP, and data services since 2002. Working with Qlik solutions since 2008, the company has experience in Qlik implementations in ERP environments and continues to work in data strategy, integration, and analytics implementation. The company partners with technology providers including Qlik, Oracle, Microsoft, AWS, and others to deliver solutions to clients across various sectors.<\/p>\r\n\r\n\r\n\r\n<p>For more information about Differentia Consulting\u2019s Qlik Observability Suite MCP services, visit\u00a0<a href=\"https:\/\/www.differentia.consulting\/\">www.differentia.consulting<\/a>\u00a0or contact the team on +44 1494 622 600.<\/p>\r\n\r\n\r\n\r\n<p>To book a free consultation with Qlik experts, visit:\u00a0<a href=\"https:\/\/outlook.office.com\/owa\/calendar\/QlikPartner@differentia.consulting\/bookings\/\">https:\/\/outlook.office.com\/owa\/calendar\/QlikPartner@differentia.consulting\/bookings\/<\/a><\/p>\r\n\r\n\r\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\r\n\r\n\r\n<p><strong>Media Contact:<\/strong>\u00a0Differentia Consulting Phone: +44 1494 622 600 WhatsApp: +44 7534 491 609 Web: www.differentia.consulting<\/p>\r\n\r\n\r\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\r\n\r\n\r\n<p>Footnote: Read our <strong><em>interregnum<\/em><\/strong> article relating to <a href=\"https:\/\/www.linkedin.com\/posts\/differentia-consulting_the-it-world-it-pivoting-around-us-are-you-activity-7381052360040681472-k-0I?utm_source=share&utm_medium=member_desktop&rcm=ACoAAADdCfABQgh7r4YQr3p5orITmbsY7xcpkYM\">AI enabled BI on LinkedIn<\/a><\/p>\r\n","protected":false},"excerpt":{"rendered":"<p>Qlik Observability Suite MCP server delivers on-the-fly intelligence about your Qlik Cloud Tenant, with fully integrated API capabilities.<\/p>\n<p>Contact info@differentia.consulting for details<\/p>\n","protected":false},"featured_media":13286,"template":"","format":"standard","categories":[937,493,1056,533],"tags":[1092,31],"class_list":{"0":"post-21403","1":"news","2":"type-news","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-compliance-solutions","8":"category-featured","9":"category-qlik-solutions","10":"category-technology-solutions","11":"tag-mcp","12":"tag-news","13":"entry"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Qlik Observability Suite MCP<\/title>\n<meta name=\"description\" content=\"Qlik Observability Suite MCP server delivers on-the-fly intelligence about your Qlik Cloud Tenant, with fully integrated API capabilities.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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Consulting Expands Services Following Qlik Open Lakehouse General Availability"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\">Qlik Open Lakehouse General Availability<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">Differentia Consulting Expands Services To Include Open Lakehouse<\/h2>\n\n\n\n<p><strong>Qlik partner draws on 17 years of experience to support Apache Iceberg-based data implementations<\/strong><\/p>\n\n\n\n<p><strong>Stokenchurch, England \u2013 16 September 2025<\/strong> \u2013 Differentia Consulting, an AI-enabled business intelligence specialist and Qlik partner since 2008, today announced expanded service offerings to support enterprises implementing Qlik’s newly available Open Lakehouse solution. With the general availability of Qlik Open Lakehouse providing real-time, AI-ready data on Apache Iceberg, Differentia Consulting is well-positioned to guide organisations through migration, implementation and optimisation of this technology.<\/p>\n\n\n\n<p>Drawing on its work with Qlik solutions across ERP environments including SAP and JD Edwards since 2008, Differentia Consulting brings experience in data integration, analytics, and AI implementation to help organisations address data challenges that can limit AI initiatives.<\/p>\n\n\n\n<p>“Qlik’s Open Lakehouse addresses issues we regularly discuss with clients \u2013 the need for trusted, current, and accessible data for AI success,” said Nakul Mehta, Architect at Differentia Consulting. “Many of our clients have been managing fragmented data, vendor lock-in, and the costs of maintaining multiple data copies. Qlik’s Apache Iceberg-based solution, combined with our implementation experience, provides organisations with greater flexibility in tool choice whilst maintaining performance and governance.”<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Differentia’s Open Lakehouse Implementation Services<\/h3>\n\n\n\n<p>Differentia Consulting has developed an approach to Qlik Open Lakehouse implementation that addresses enterprise requirements:<\/p>\n\n\n\n<p><strong>Strategic ‘Assess & Plan and Design<\/strong>‘: Drawing on 23 years of ERP and data consulting experience to evaluate existing data architectures and design migration strategies to open table formats.<\/p>\n\n\n\n<p><strong>Multi-Engine Integration<\/strong>: Guidance on implementing multi-engine workload access across Analytics ML and AI tools whilst maintaining governance and security.<\/p>\n\n\n\n<p><strong>AI-Ready Data Foundations<\/strong>: Services to ensure data quality, lineage, and cataloguing meet requirements for AI and machine learning initiatives.<\/p>\n\n\n\n<p><strong>Cost Optimisation<\/strong>: Methodologies to work towards the infrastructure cost reductions, Lean IT, and query performance improvements demonstrated in Qlik’s preview programme.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Addressing Common Data Challenges<\/h3>\n\n\n\n<p>The announcement comes as enterprises recognise that their AI initiatives can be constrained by data architecture limitations. Traditional approaches often result in data silos, lengthy time-to-insight, and vendor lock-in that restricts analytical tool choices, and drives up cost.<\/p>\n\n\n\n<p>“We regularly see how data fragmentation can impede AI initiatives,” continued Mehta. “Organisations invest in AI tools and talent, but find their data isn’t sufficiently accessible, current, or trustworthy to deliver expected value, at a cost point that delivers ROI. Qlik Open Lakehouse provides a different approach to this challenge.”<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Service Portfolio<\/h3>\n\n\n\n<p>In response to market demand and the new capabilities available through Qlik Open Lakehouse, Differentia Consulting is expanding its service offerings to include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Open Lakehouse Migration Services<\/strong>: Support for transitioning from proprietary data warehouses to Apache Iceberg-based architectures<\/li>\n\n\n\n<li><strong>Multi-Cloud Data Strategy<\/strong>: Guidance on implementing bring-your-own-compute models across AWS, Azure, and other cloud platforms<\/li>\n\n\n\n<li><strong>AI Implementation Support<\/strong>: Packages combining Qlik Open Lakehouse for business orchestration, automation and ML model development<\/li>\n\n\n\n<li><strong>Real-Time Analytics Solutions<\/strong>: Implementation of CDC-based pipelines with automatic Iceberg optimisation for operational intelligence, into query tools feeding Qlik Analytics.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Track Record<\/h3>\n\n\n\n<p>Since 2002, Differentia Consulting has supported data and analytics projects worldwide, with particular experience in ERP-integrated business intelligence solutions. The company’s understanding of enterprise data challenges, combined with its work in Qlik technologies since 2008, positions it to support organisations looking to modernise their data architecture.<\/p>\n\n\n\n<p>The company’s existing client base across multiple sectors has begun expressing interest in Open Lakehouse implementations, particularly organisations currently managing multi-engine environments for real time operation, or looking to address spiralling data warehouse costs.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Availability and Next Steps<\/h3>\n\n\n\n<p>Differentia Consulting’s Open Lakehouse services are available for Qlik Talend Cloud customers. Organisations interested in exploring how Qlik Open Lakehouse might support their AI initiatives can schedule a consultation with Differentia’s Qlik team.<\/p>\n\n\n\n<p>The company is showcasing the technology at is <a href=\"https:\/\/www.differentia.consulting\/event\/qlik-customer-day-9th-october-2025\">Qlik customer day in October<\/a> and other events and webinars throughout Q4 2025 to help organisations understand the implications of open table formats and consider their transition strategies.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">About Differentia Consulting<\/h3>\n\n\n\n<p>Differentia Consulting has been delivering AI-enabled business intelligence solutions, reporting, ERP, and data services since 2002. Working with Qlik solutions since 2008, the company has experience in Qlik implementations in ERP environments and continues to work in data strategy, integration, and analytics implementation. The company partners with technology providers including Qlik, Oracle, Microsoft, AWS, and others to deliver solutions to clients across various sectors.<\/p>\n\n\n\n<p>For more information about Differentia Consulting’s Open Lakehouse services, visit <a href=\"https:\/\/www.differentia.consulting\/\">www.differentia.consulting<\/a> or contact the team on +44 1494 622 600.<\/p>\n\n\n\n<p>To book a free consultation with Qlik experts, visit: <a href=\"https:\/\/outlook.office.com\/owa\/calendar\/QlikPartner@differentia.consulting\/bookings\/\">https:\/\/outlook.office.com\/owa\/calendar\/QlikPartner@differentia.consulting\/bookings\/<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p><strong>Media Contact:<\/strong> Differentia Consulting Phone: +44 1494 622 600 WhatsApp: +44 7534 491 609 Web: www.differentia.consulting<\/p>\n\n\n\n<p><strong>Qlik Media Contact Reference:<\/strong> Keith Parker, Qlik keith.parker@qlik.com +1-512-367-2884<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>Footnote: Watch <a href=\"https:\/\/www.youtube.com\/watch?v=nOVSpcprURk\">Qlik Open Lakehouse demo by Tim Garrod<\/a> – Note the <a href=\"http:\/\/www.snowflake.com\" rel=\"nofollow\">Snowflake<\/a> value proposition<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Qlik Open Lakehouse General Availability Differentia Consulting Expands Services To Include Open Lakehouse Qlik partner draws on 17 years of experience to support Apache Iceberg-based data implementations Stokenchurch, England \u2013 16 September 2025 \u2013 Differentia Consulting, an AI-enabled business intelligence specialist and Qlik partner since 2008, today announced expanded service offerings to support enterprises implementing 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The new solution addresses the critical need for enterprise-level metadata management and AI-ready structured data optimisation in today’s rapidly evolving digital landscape.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Filling the Gap Between SEO Performance and Corporate Governance<\/h3>\n\n\n\n<p>Smarter.SEO represents a significant advancement in how enterprises manage their digital brand representation across multiple domains. The platform uniquely combines SEO effectiveness with corporate governance oversight, making it essential for organisations that need both marketing performance and compliance assurance.<\/p>\n\n\n\n<p>“With the rise of AI-driven search engines and the increasing complexity of managing brand consistency across multiple digital touchpoints, there was a clear gap in the market for a solution that bridges SEO expertise with enterprise governance requirements,” said Adrian Parker, SVP Strategy and Operations at Differentia Consulting. “Smarter.SEO fills that gap perfectly.”<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Powered by Industry-Leading Technology<\/h3>\n\n\n\n<p>Built on the robust Qlik analytics platform and integrated with VISEON.IO technology, Smarter.SEO leverages proprietary FUSEON APIs to deliver real-time insights into Schema.org markup, rich snippets, and digital knowledge graph performance across domains. The solution provides comprehensive metadata validation with improved AI hallucination prevention and extended schema.org coverage.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Key features include:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>SEO Semantic Knowledge Graph Audit & Control<\/strong> – Complete oversight of structured data across all digital properties<\/li>\n\n\n\n<li><strong>Cross-Domain Metadata Analysis<\/strong> – Unified view of brand representation across multiple domains<\/li>\n\n\n\n<li><strong>AI Hallucination Prevention<\/strong> – Structured data validation to ensure accurate AI-powered search results<\/li>\n\n\n\n<li><strong>Google E-E-A-T Compliance Monitoring<\/strong> – Automated checks for expertise, experience, authoritativeness, and trustworthiness signals<\/li>\n\n\n\n<li><strong>Real-time SEO Performance Analytics<\/strong> – Live data analysis for immediate insights and corrections<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Addressing Critical Market Needs<\/h3>\n\n\n\n<p>The launch comes at a crucial time when enterprises are grappling with three converging challenges: the rise of AI-powered search engines, increasing regulatory requirements for digital compliance, and the need to maintain consistent brand representation across expanding digital ecosystems.<\/p>\n\n\n\n<p>“Many AI systems employ fan-out crawling techniques that can lead to inaccurate aggregated results,” explained Katelin DeVencenty CPO. “Without proper structured metadata, organisations risk having their brand misrepresented by AI engines. <a href=\"https:\/\/www.differentia.consulting\/smarter.bi\/solutions\/smarter-seo-powered-by-qlik\">Smarter.SEO<\/a> (aka <a href=\"http:\/\/viseon.io\">VISEON<\/a>) ensures that enterprises maintain control over how they’re understood and presented by both traditional search engines and emerging AI platforms.”<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Target Market and Applications<\/h3>\n\n\n\n<p>Smarter.SEO is designed for three primary market segments:<\/p>\n\n\n\n<p><strong>Enterprise SEO Teams & Digital Marketing Agencies<\/strong> requiring metadata consistency across multiple domains and brands, ensuring schema markup accuracy and rich snippet optimisation at scale.<\/p>\n\n\n\n<p><strong>Compliance & Governance Teams<\/strong> needing to audit and control digital brand representation for regulatory compliance and brand consistency across all digital properties.<\/p>\n\n\n\n<p><strong>AI\/Search Readiness Consultants<\/strong> preparing client websites for AI-driven search engines and preventing AI hallucinations through proper metadata optimisation.<\/p>\n\n\n\n<p>The platform is particularly valuable for large enterprises with multiple domains or brands, multi-brand corporations, franchise operations, and organisations with strict brand compliance requirements.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Proven Results and Early Adoption<\/h3>\n\n\n\n<p>Early adopters in the UK have already demonstrated the platform’s effectiveness. “Our early adopters use Smarter.SEO with Qlik products to enhance metadata reporting and combine structured data from multiple web pages, across domains, resulting in improved organic results” noted the SEO User Community in their recent review.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Technical Innovation and Architecture<\/h3>\n\n\n\n<p>Smarter.SEO features an intelligent cloud-based architecture that provides real-time data processing without impacting transactional performance. The solution supports automated schema validation, metadata accuracy checks, that includes Google rich text results, and compliance monitoring, with scalability from single domain implementations to enterprise-wide deployments.<\/p>\n\n\n\n<p>Integration capabilities include multi-domain metadata consolidation and cross-platform analysis, supporting Schema.org, JSON-LD, Open Graph, and Twitter Cards standards.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Availability and Next Steps<\/h3>\n\n\n\n<p>Smarter.SEO is immediately available as part of the <a href=\"https:\/\/www.differentia.consulting\/smarter.bi\/\">Smarter.BI Business Intelligence Suite<\/a> of applications. Organisations interested in transforming their digital metadata strategy and ensuring AI-ready structured data can contact Differentia Consulting for consultation and implementation.<\/p>\n\n\n\n<p>The platform represents Differentia Consulting’s continued commitment to innovation in business intelligence applications, building on the company’s 23-year track record of “Making the difference, since 2002.”<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">About Differentia Consulting<\/h3>\n\n\n\n<p>Founded in 2002, Differentia Consulting provides advanced business intelligence applications and integration services to help businesses make data-driven decisions. The Smarter.BI suite of applications delivers pre-built dashboard solutions that connect in hours, not months, accelerating time-to-report, time-to-decide, and time-to-value for operational excellence.<\/p>\n\n\n\n<p>For more information about Smarter.SEO, visit our <a href=\"https:\/\/www.differentia.consulting\/smarter.bi\/solutions\/smarter-seo-powered-by-qlik\/\">Smarter.SEO powered by Qlik<\/a> page or contact the team at +44 1494 622 600.<\/p>\n\n\n\n<p><strong>Media Contact:<\/strong><br>Differentia Consulting<br>Phone: +44 1494 622 600<br>Email: info@differentia.consulting<br>Web: <a href=\"https:\/\/www.differentia.consulting\/\">https:\/\/www.differentia.consulting<\/a><\/p>\n\n\n\n<p><strong>About the Qlik Customer Day Event:<\/strong><br>The Qlik Customer Day brings together data analytics professionals, business intelligence experts, and technology leaders to explore the latest innovations in data visualisation and business intelligence platforms.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Differentia Consulting Announces Smarter.SEO Launch at Qlik Customer Day 2025 August 10, 2025 \u2013 London, UK \u2013 Differentia Consulting today announced that Smarter.SEO, a ground breaking SEO audit and semantic knowledge graph control platform, will be officially launched at the Qlik Customer Day event on October 9, 2025. The new solution addresses the critical need [\u2026]<\/p>\n","protected":false},"featured_media":13286,"template":"","format":"standard","categories":[1052,1055,493,533],"tags":[31,1049,1050,1089],"class_list":{"0":"post-20963","1":"news","2":"type-news","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-data-strategy-governance-services","8":"category-digital-transformation-services","9":"category-featured","10":"category-technology-solutions","11":"tag-news","12":"tag-seo","13":"tag-smarter-seo","14":"tag-viseon","15":"entry"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Smarter.SEO Launch Announced<\/title>\n<meta name=\"description\" content=\"Differentia Consulting announce launch of its Smarter.SEO solution at its Qlik Customer Day on 9th October 2025.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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AI: The Next Frontier in Hyperautomation and Real-Time Robotic Autonomy"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Qlik’s Open Data Lakehouse Disrupts Snowflake<\/h2>\n\n\n\n<p><strong>How does Qlik’s Open Data Lakehouse Disrupts Snowflake<\/strong>?<\/p>\n\n\n\n<p>In today\u2019s fast-paced digital landscape, businesses are racing to harness <strong><a href=\"https:\/\/www.differentia.consulting\/article\/how-to-choose-a-modern-data-analytics-platform\/\">hyperautomation<\/a><\/strong>\u2014a term coined by Gartner to describe a disciplined, business-driven approach to rapidly identify, vet, and automate processes using a symphony of technologies like artificial intelligence (AI), machine learning (ML), robotic process automation (RPA), and integration platforms. At Differentia Consulting, we see hyperautomation as the backbone of modern efficiency, but the future lies in <strong>agentic AI<\/strong>\u2014a transformative leap that takes robotic automation beyond rule-based systems to autonomous, adaptive decision-making. Enabled by real-time data through <strong>Change Data Capture (CDC)<\/strong> tools and Qlik\u2019s ground-breaking <strong>Open Data Lakehouse<\/strong>, agentic AI is poised to redefine how businesses automate and innovate.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">From Rule-Based Robots to Agentic Autonomy: The Evolution of AI<\/h3>\n\n\n\n<p>Today\u2019s robots and generative AI systems, which we symbolize as <strong>AI = H^1<\/strong> (where H represents human intelligence), excel at mimicking human-like outputs. These systems\u2014whether industrial robots on a factory floor or AI models generating text, images, or analytics\u2014operate within predefined rules or learned patterns, akin to \u201cif-this-then-that\u201d logic. For example, robotic process automation (RPA) streamlines repetitive tasks like data entry, while generative AI produces human-quality content. However, these systems are constrained, lacking the autonomy to adapt dynamically to complex, real-world scenarios.<\/p>\n\n\n\n<p>Enter <strong>agentic AI<\/strong>, which we represent as <strong>AI = H^?<\/strong>\u2014human intelligence amplified to infinite potential (see notes). Agentic AI transcends rule-based logic, enabling robots and systems to make autonomous decisions, adapt to changing environments, and act proactively to achieve business goals. Unlike today\u2019s robots, which follow scripted instructions, tomorrow\u2019s agentic robots will anticipate needs, optimize processes, and execute decisions with minimal human intervention. This shift is the next frontier in hyperautomation, promising unprecedented levels of efficiency and innovation.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">The Power of Real-Time Data with CDC<\/h3>\n\n\n\n<p>The key to agentic AI\u2019s autonomy lies in <strong>real-time data<\/strong>. Traditional automation relies on static or batched data, limiting responsiveness. <strong>Change Data Capture (CDC)<\/strong> tools address this by continuously capturing and delivering data changes from sources like databases, applications, or IoT devices in real time. CDC ensures that agentic AI systems have access to the freshest, most accurate data, enabling them to make informed, autonomous decisions on the fly.<\/p>\n\n\n\n<p>For instance, in a manufacturing plant, CDC can stream real-time sensor data to an agentic AI system, allowing it to adjust robotic operations instantly based on supply chain disruptions or production anomalies. In retail, real-time customer data can empower agentic AI to personalize offers dynamically, enhancing customer experiences and driving sales. By integrating CDC, businesses unlock the agility needed for hyperautomation\u2019s full potential.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Qlik\u2019s Open Data Lakehouse: Powering Agentic AI with Cost-Effective Innovation<\/h3>\n\n\n\n<p>At <strong><a href=\"https:\/\/www.differentia.consulting\/event\/qlik-connect-2025-orlando-florida\/\">Qlik Connect 2025<\/a><\/strong>, Qlik unveiled a game-changer for hyperautomation: the <strong>Qlik Open Data Lakehouse<\/strong>, built on the <strong>Apache Iceberg<\/strong> table format with <strong>ACID<\/strong> (Atomicity, Consistency, Isolation, Durability) capabilities. This fully managed data lakehouse delivers real-time, governed, and cost-effective data processing, perfectly suited for agentic AI\u2019s demands.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Apache Iceberg and ACID<\/strong>: The Iceberg format ensures high-performance analysis of massive datasets, with automated optimization features like data compaction, clustering, and pruning. ACID compliance guarantees reliable, consistent data updates, critical for real-time decision-making in agentic AI systems.<\/li>\n\n\n\n<li><strong>Seamless Snowflake Integration<\/strong>: Qlik\u2019s out-of-the-box integration with Snowflake, an elite partner, streamlines data replication, ingestion, and streaming, enabling businesses to feed real-time data into AI-driven workflows effortlessly.<\/li>\n\n\n\n<li><strong>Agentic AI Capabilities<\/strong>: Qlik\u2019s new AI agents, including discovery and pipeline agents, provide a conversational interface for users to uncover insights and automate workflows. These agents proactively identify risks, recommend actions, and design data pipelines based on business outcomes, embodying the autonomous spirit of <strong>AI = H^?<\/strong>.<\/li>\n<\/ul>\n\n\n\n<p>This combination of real-time CDC, Iceberg\u2019s scalability, and Snowflake integration creates a robust disruptive-foundation for agentic AI to drive hyperautomation. For example, a retailer using Qlik\u2019s Open Data Lakehouse can leverage CDC to stream real-time inventory data, enabling an agentic AI to autonomously adjust supply chain logistics, reducing costs and improving agility\u2014all <strong><em>at a lower infrastructure cost than traditional data warehouses<\/em><\/strong>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Why Agentic AI Matters for Hyperautomation<\/h3>\n\n\n\n<p>Gartner predicts that by 2026, 30% of enterprises will automate over half their network activities, up from under 10% in 2023, driven by hyperautomation technologies like AI and RPA. Agentic AI takes this further by replacing rigid automation with adaptive, intelligent systems. As Frances Karamouzis, a Gartner analyst, notes, hyperautomation is part of a broader technology roadmap that spans systems of record to generative and agentic AI.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Consider the contrast:<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AI = H^1<\/strong>: Today\u2019s robots and generative AI automate tasks within defined boundaries, like a factory robot welding parts or a chatbot answering queries based on trained data. These systems are powerful but limited to human-equivalent capabilities.<\/li>\n\n\n\n<li><strong>AI = H^?<\/strong>: Agentic AI, powered by real-time data and platforms like Qlik\u2019s Open Data Lakehouse, autonomously optimizes processes, predicts outcomes, and adapts to unforeseen challenges. Imagine a robot that not only assembles products but also reconfigures production lines in real time based on demand fluctuations.<\/li>\n<\/ul>\n\n\n\n<p>This leap from <strong>H^1<\/strong> to <strong>H^?<\/strong> transforms businesses, enabling them to \u201cpromote\u201d employees to strategic roles while AI handles complex automation, as Gartner\u2019s Manjunath Bhat suggests.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">The Future of Automation with Differentia Consulting<\/h3>\n\n\n\n<p>At Differentia Consulting, we\u2019re committed to helping businesses navigate this evolution. By integrating Qlik\u2019s real-time Open Data Lakehouse, CDC tools, and agentic AI, we empower organisations to achieve hyperautomation that\u2019s not just efficient but transformative. Our expertise in Qlik and Snowflake ensures seamless deployment of these technologies, unlocking real-time insights and autonomous decision-making.<\/p>\n\n\n\n<p>The era of <strong>AI = H^?<\/strong> is here. Agentic AI, fueled by real-time data and cost-effective platforms like Qlik\u2019s Open Data Lakehouse, is taking robotic automation to the next level. Contact Differentia Consulting to explore how we can help your business embrace hyperautomation and redefine what\u2019s possible.<\/p>\n\n\n\n<p><strong>Call to Action<\/strong>: Ready to move from rule-based robots to autonomous innovation? <a href=\"https:\/\/www.differentia.consulting\/contact\/\">Contact us<\/a> to learn how our <strong><a href=\"https:\/\/www.differentia.consulting\/news\/qlik-expands-snowflake-services\/\">Qlik and Snowflake<\/a><\/strong> solutions can drive your hyperautomation journey.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>Notes:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Notations<\/strong>: Used <strong>AI = H^1<\/strong> and <strong>AI = H^?<\/strong> defining H as human intelligence. Explained as metaphors for generative AI (human-equivalent, rule-based) and agentic AI (autonomous, limitless).<\/li>\n\n\n\n<li><strong>Gartner\u2019s Definition<\/strong>: <a href=\"https:\/\/www.gartner.com\/en\/information-technology\/glossary\/hyperautomation\">Gartner\u2019s hyperautomation definition<\/a> (orchestrated use of AI, ML, RPA, etc.) to ground the article in industry context.<\/li>\n\n\n\n<li><strong>Qlik\u2019s Announcement<\/strong>: Highlighted Qlik\u2019s <a href=\"https:\/\/www.qlik.com\/us\/news\/company\/press-room\/press-releases\/qlik-launches-open-lakehouse-to-break-through-traditional-data-architecture-limits\">Open Data Lakehouse<\/a>, Apache Iceberg, ACID capabilities, and Snowflake integration, referencing Qlik Connect 2025 announcements.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Qlik\u2019s Open Data Lakehouse Disrupts Snowflake How does Qlik\u2019s Open Data Lakehouse Disrupts Snowflake? In today\u2019s fast-paced digital landscape, businesses are racing to harness hyperautomation\u2014a term coined by Gartner to describe a disciplined, business-driven approach to rapidly identify, vet, and automate processes using a symphony of technologies like artificial intelligence (AI), machine learning (ML), robotic [\u2026]<\/p>\n","protected":false},"featured_media":20402,"template":"","format":"standard","categories":[493,533],"tags":[1045,931,31,1046,1044],"class_list":{"0":"post-20401","1":"news","2":"type-news","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-featured","8":"category-technology-solutions","9":"tag-cdc","10":"tag-hyperautomation","11":"tag-news","12":"tag-open-data-lakehouse","13":"tag-qlik-connect","14":"entry"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Qlik's Open Data Lakehouse Disrupts Snowflake<\/title>\n<meta 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Qlik Open Data Lakehouse \" class=\"wp-image-20389 lazyload\" data-srcset=\"https:\/\/www.differentia.consulting\/wp-content\/uploads\/2025\/05\/qlik-announce-qlik-open-data-lakehouse-1024x676.png 1024w, https:\/\/www.differentia.consulting\/wp-content\/uploads\/2025\/05\/qlik-announce-qlik-open-data-lakehouse-300x198.png 300w, https:\/\/www.differentia.consulting\/wp-content\/uploads\/2025\/05\/qlik-announce-qlik-open-data-lakehouse-768x507.png 768w, https:\/\/www.differentia.consulting\/wp-content\/uploads\/2025\/05\/qlik-announce-qlik-open-data-lakehouse-1536x1013.png 1536w, https:\/\/www.differentia.consulting\/wp-content\/uploads\/2025\/05\/qlik-announce-qlik-open-data-lakehouse-150x99.png 150w, https:\/\/www.differentia.consulting\/wp-content\/uploads\/2025\/05\/qlik-announce-qlik-open-data-lakehouse.png 1822w\" data-sizes=\"(max-width: 1024px) 100vw, 1024px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1024px; --smush-placeholder-aspect-ratio: 1024\/676;\" \/><\/a><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Launching Qlik Open Lakehouse: A New Paradigm for Building Iceberg Lakehouses<\/h3>\n\n\n\n<p>Open lakehouses powered by Apache Iceberg are transforming data management by combining the scalability of data lakes with the performance and reliability of data warehouses. This innovative architecture offers unmatched flexibility and control while embracing open standards. According to recent industry surveys, over 50% of large organizations expect to reduce analytics costs by more than 50%\u2014some even up to 75%\u2014by adopting lakehouse architectures. These savings come from eliminating data duplication, streamlining data movement, and independently scaling storage and compute.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Challenges in Realising Lakehouse Potential<\/h3>\n\n\n\n<p>Despite the promise of Apache Iceberg, organisations face significant challenges in maximizing the value of lakehouses:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Lack of Native Ingestion: Apache Iceberg lacks built-in ingestion capabilities, requiring external tools to efficiently move data from operational systems into Iceberg tables.<\/li>\n\n\n\n<li>Complex Pipelines: Building robust data pipelines involves managing schema evolution, data quality, observability, and bursty workloads, which can be error-prone and inefficient.<\/li>\n\n\n\n<li>Manual Optimization Bottlenecks: Unoptimised Iceberg tables can increase storage costs and slow query performance, requiring manual tuning, compaction, and partitioning.<\/li>\n\n\n\n<li>Data Trust and Lineage: Without automated quality checks and end-to-end lineage, ensuring data accuracy for AI, analytics, or compliance is challenging.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Introducing Qlik Open Lakehouse<\/h3>\n\n\n\n<p>Qlik is thrilled to announce the launch of its <strong>Qlik Open Lakehouse<\/strong>, a new capability in <strong>Qlik Talend Cloud<\/strong> that simplifies ingestion, management, and optimisation of Apache Iceberg-based lakehouses. Following their acquisition of Upsolver, they’ve integrated its platform into Qlik Talend Cloud. Able to deliver a seamless, no-code experience for deploying lakehouses on Amazon S3.<\/p>\n\n\n\n<p>With Qlik Open Lakehouse, users can load batch and real-time data into Iceberg tables with just a few clicks. There are no complex pipelines or manual configurations required. Available now in <strong><em>private preview<\/em><\/strong>. <\/p>\n\n\n\n<p>Qlik Open Lakehouse automates schema mapping, type conflict resolution, intelligent partitioning, file compaction, schema evolution, and update\/delete handling. Qlik’s Adaptive Iceberg Optimizer continuously monitors and optimises tables in <strong><em>real-time<\/em><\/strong>, delivering you:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Up to 5x faster query performance through adaptive optimizations<\/li>\n\n\n\n<li>Up to 50% lower storage costs via efficient compaction and clean-ups<\/li>\n\n\n\n<li>A no-code experience for enterprise-scale Iceberg management<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Watch the Qlik Open Lakehouse video<\/h3>\n\n\n\n<p>Qlik Open Lakehouse <a href=\"https:\/\/play.vidyard.com\/qxP9dupugVLzcHZnkEZpKW?autoplay=1\">(see video<\/a>) is included in the Standard Edition and above of Qlik Talend Cloud, making it easier and more affordable to adopt Apache Iceberg. It will be generally available (GA) in July 2025. Interested in early access? Contact us to sign up for the Early Access Program.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Key Features of Qlik Open Lakehouse<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">Real-Time High-Throughput Ingestion<\/h4>\n\n\n\n<p>Ingest massive volumes of batch and real-time data from over 200+ Qlik Talend Cloud sources\u2014including databases, SaaS apps, SAP, mainframes, and CDC streams\u2014directly into Iceberg tables on AWS S3. Qlik supports low-latency ingestion, Type 1 and Type 2 change history, and cost-efficient compute with AWS Spot Instances for bronze layer processing.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Qlik Adaptive Iceberg Optimizer<\/h4>\n\n\n\n<p>Qlik’s industry-leading Adaptive Iceberg Optimizer dynamically monitors and optimizes tables based on their unique characteristics, delivering 2.5x\u20135x faster query performance and up to 50% cost savings without manual tuning. Unlike other services requiring tedious configurations, Qlik automates optimizations for scalability and efficiency.<\/p>\n\n\n\n<p>Learn how organisations like <a href=\"https:\/\/www.upsolver.com\/case-studies\/ironsource-how-built-petabyte-scale-data-lake\">ironSource<\/a> (500K events per second and over 20 billion events daily) and <a href=\"https:\/\/www.upsolver.com\/case-studies\/cox-automotive\">Cox Automotive<\/a> achieved significant savings with Upsolver\u2019s technology.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Data Warehouse Mirroring<\/h4>\n\n\n\n<p>Seamlessly replicate Iceberg table data into cloud data warehouses like Snowflake for querying or downstream transformations <strong>without duplicating data<\/strong>. Meanwhile, you can run ingestion and bronze layer processing with cost-effective Qlik compute and mirror data to Snowflake for further processing.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Open, Industry-Leading Integrations<\/h4>\n\n\n\n<p>Qlik Open Lakehouse is platform-agnostic, integrating with leading catalogs: (AWS Glue, Apache Polaris, Snowflake Open Catalog), and query engines: (Snowflake, Amazon Athena, Trino, Presto, Dremio, Apache Spark). It <strong>supports petabyte-scale data on Amazon S3<\/strong>, with plans for broader cloud storage compatibility, ensuring flexibility without vendor lock-in.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Secure and Flexible Data Management<\/h4>\n\n\n\n<p>Data stays within your AWS VPC, with Qlik-managed compute on Amazon EC2 Spot Instances for cost-effective, scalable processing. Configurable scaling strategies let you balance cost and latency, ensuring full control over performance, security, and cost.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">A Unified Solution for Lakehouses<\/h4>\n\n\n\n<p>Qlik Talend Cloud with Open Lakehouse provides an end-to-end solution for ingesting, transforming, governing, optimizing, and managing Iceberg-based lakehouses. Unlike other managed Iceberg solutions that focus solely on ingestion or optimization, Qlik delivers a comprehensive pipeline from data sources to analytics and AI applications, ensuring data quality and trust.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Unlock the Full Potential of Iceberg<\/h3>\n\n\n\n<p>Qlik Open Lakehouse combines Qlik Talend Cloud\u2019s low-latency ingestion with Upsolver\u2019s adaptive optimization to <strong>deliver 5x faster queries and 50% lower costs<\/strong>. It integrates seamlessly with your existing AWS and Snowflake investments, enabling high-performance data reads and writes with zero manual effort.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Why Not Start building today!<\/h3>\n\n\n\n<p>Contact us to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Sign up for the Early Access Program<\/li>\n\n\n\n<li>Learn more about Qlik Open Lakehouse<\/li>\n\n\n\n<li>Download our whitepaper: The Iceberg Data Lakehouse Stack<\/li>\n<\/ul>\n\n\n\n<p>Watch the on-demand webinar: Iceberg Ahead: <a href=\"https:\/\/pages.qlik.com\/AMR_ISGDWAndDLHModernizationIceberg.html?utm_medium=internal&utm_source=Differentia_Consulting\">The Future of Open Lakehouses<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">About Differentia Consulting <\/h3>\n\n\n\n<p>Qlik Elite Solutions Partner (since 2008) Differentia Consulting provides AI enabled Smarter.BI solutions. Advises, provisions, supports and maintains your end-to-end data needs; including the augmentation of data for the Information Superhighway, and Hyperautomation. Designing lean IT solutions for organisations to succeed.<\/p>\n\n\n\n<p>To learn more about Qlik’s offerings contact us at\u00a0<a href=\"mailto:info@differentia.consulting\">info@differentia.consulting<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Qlik is thrilled to announce the launch of its Qlik Open Lakehouse, a new capability in Qlik Talend Cloud that simplifies ingestion, management, and optimisation of Apache Iceberg-based lakehouses. Following their acquisition of Upsolver, they\u2019ve integrated its platform into Qlik Talend Cloud to deliver a seamless, no-code experience for deploying lakehouses on Amazon S3.<\/p>\n<p>With Qlik Open Lakehouse, users can load batch and real-time data into Iceberg tables with just a few clicks\u2014no complex pipelines or manual configurations required. Available now in private preview, this solution automates schema mapping, type conflict resolution, intelligent partitioning, file compaction, schema evolution, and update\/delete handling. Qlik\u2019s Adaptive Iceberg Optimizer continuously monitors and optimises tables in real-time, delivering you:<\/p>\n<p>Up to 5x faster query performance through adaptive optimizations<\/p>\n<p>Up to 50% lower storage costs via efficient compaction and clean-ups<\/p>\n<p>A no-code experience for enterprise-scale Iceberg management<\/p>\n","protected":false},"featured_media":20389,"template":"","format":"standard","categories":[493,1056,533],"tags":[902,31,1046,1088],"class_list":{"0":"post-20388","1":"news","2":"type-news","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-featured","8":"category-qlik-solutions","9":"category-technology-solutions","10":"tag-data-integration","11":"tag-news","12":"tag-open-data-lakehouse","13":"tag-qlik-talend-cloud","14":"entry"},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Qlik Announce Qlik Open Lakehouse - for real time data analysis<\/title>\n<meta name=\"description\" content=\"Qlik Open Lakehouse, next-generation real-time data capability in Qlik Talend Cloud on AWS saving you time and money. Contact us for details.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.differentia.consulting\/news\/qlik-open-lakehouse-data-lakehouse-real-time-analysis\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Qlik Announce Qlik Open Lakehouse - for real time data analysis\" \/>\n<meta property=\"og:description\" content=\"Qlik Open Lakehouse, next-generation real-time data capability in Qlik Talend Cloud on AWS saving you time and money. 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