[{"id":21694,"date":"2026-06-01T16:00:05","date_gmt":"2026-06-01T15:00:05","guid":{"rendered":"https:\/\/www.differentia.consulting\/?post_type=news&p=21694"},"modified":"2026-06-01T21:51:22","modified_gmt":"2026-06-01T20:51:22","slug":"google-search-replaced","status":"publish","type":"news","link":"https:\/\/www.differentia.consulting\/news\/google-search-replaced\/","title":{"rendered":"The Search Marketers Knew Was Replaced Two Weeks Ago. Most Are Still Acting Like It Wasn\u2019t."},"content":{"rendered":"\n

Differentia Consulting responds to Google I\/O 2026<\/a> \u2014 and explains why rewriting content is the wrong answer<\/strong> to the right question<\/em><\/p>\n\n\n\n

On 19 May 2026, Google didn\u2019t update Search. They replaced it. The search box that marketers have built their strategies around for twenty-five years now runs on entirely different infrastructure, with entirely different rules. AI Mode has already surpassed one billion monthly users<\/strong>. Queries are more than doubling every quarter. Google\u2019s own head of Search described it as the biggest upgrade to the Search box in over 25 years.<\/p>\n\n\n\n

Most marketing teams found out the same way everyone finds out a road has been demolished \u2014 by arriving and finding it gone. Not because they were not paying attention. Because nobody in their organisation was responsible for watching infrastructure change at this speed, and nothing in their professional background prepared them for a question this technical arriving this fast.<\/p>\n\n\n\n

The market\u2019s response has been immediate and largely misdirected. A wave of tools and agencies are now selling AI visibility as a content problem \u2014 rewrite your copy, restructure your pages, use language that AI systems respond to. It is familiar advice wearing new clothes. And it is answering the wrong question.<\/p>\n\n\n\n

The problem is not that AI cannot read marketing content. It can. Google\u2019s new Search infrastructure synthesises, reasons and responds across modalities \u2014 text, images, files, video. It does not struggle with words. What it lacks, across most of the web, is the context that tells it what those words actually mean. Who is this organisation? What does it do, precisely? What is the relationship between its products, its markets, its claims? Without that context, even well-written content remains ambiguous to the systems now making discovery decisions.<\/p>\n\n\n\n

\n

AI knows how to read. What it needs is context \u2014 to know what you meant by them. We are doing that now.
Differentia Consulting<\/p>\n<\/blockquote>\n\n\n\n

Differentia Consulting, working with AI discoverability platform VISEON.IO<\/a>, is building that context layer now \u2014 deploying structured data at scale to create a machine-readable definition of what a business is, what it means, and why it should be trusted. Not as copy. Not as optimisation. As infrastructure.<\/p>\n\n\n\n

Marketers do not need to understand how this works. That is precisely the point. Their job is audience, message, and conversion \u2014 and it remains so. What has changed is the environment those efforts travel through. Google\u2019s new Search agents operate continuously in the background, monitoring the web, synthesising information, and surfacing answers without waiting to be asked. Brands that have given those agents the context to understand them will be found. Brands that have not will be invisible \u2014 digitally obscure \u2014 regardless of how well their content is written.<\/p>\n\n\n\n

The window for early advantage is open. It will not stay open. The organisations that act now are not just solving a technical problem \u2014 they are securing the context layer that AI systems will use to understand their market for years to come.<\/strong><\/em><\/p>\n\n\n\n

\u2014 ENDS \u2014<\/p>\n\n\n\n

About Differentia Consulting<\/h2>\n\n\n\n

Differentia Consulting is a Qlik Elite Solution Provider<\/a> and strategic partner for VISEON.IO, operating at the intersection of enterprise analytics, AI agent readiness, and semantic data infrastructure. Differentia Consulting works with organisations navigating the shift from traditional business intelligence to AI-native data environments.<\/p>\n\n\n\n

About VISEON.IO<\/h2>\n\n\n\n

VISEON.IO is an AI discoverability and structured data platform that deploys schema at scale, creating the contextual layer that enables AI systems to understand, trust, and surface brand content accurately. VISEON operates as external proof of concept for semantic infrastructure, validated on the open web.<\/p>\n","protected":false},"excerpt":{"rendered":"

Differentia Consulting responds to Google I\/O 2026 \u2014 and explains why rewriting content is the wrong answer to the right question On 19 May 2026, Google didn\u2019t update Search. They replaced it. The search box that marketers have built their strategies around for twenty-five years now runs on entirely different infrastructure, with entirely different rules. [\u2026]<\/p>\n","protected":false},"featured_media":0,"template":"","format":"standard","categories":[1055,493],"tags":[1099],"class_list":["post-21694","news","type-news","status-publish","format-standard","category-digital-transformation-services","category-featured","tag-google-search","entry"],"yoast_head":"\nGoogle I\/O '26 - Search Marketers Knew - Replaced<\/title>\n<meta name=\"description\" content=\"On 19 May 2026, Google didn\u2019t update Search. They replaced it. 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Consulting: Google’s NEW AI Driven Search – VISEON delivers the Interface"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">Why VISEON Is the Practical Response<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">At Google I\/O in May 2026, Google confirmed what many in the data community have been watching build for eighteen months. The traditional keyword search box is being replaced by a conversational, AI-driven interface running on Gemini Flash. AI Overviews and “AI Mode” now handle the majority of queries. More significantly, Google has begun rolling out <strong>Information Agents<\/strong> \u2014 background AI systems that continuously monitor the web, synthesise data in real time, and generate custom responses without a user ever typing a search query.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Google has also published its official <strong>AI Optimisation Guide<\/strong>, making its position explicit: legacy indexing metrics are declining, and traditional SEO is being replaced by <strong>Agentic Engine Optimisation (AEO)<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This is not a future trend. It is the current operating environment.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">What This Means for Your Business<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">If your enterprise data \u2014 product inventory, service descriptions, pricing, constraints \u2014 lives in unstructured web copy or fragmented plugin outputs, AI agents cannot read it, cannot verify it, and will not cite your business. This is <strong>Digital Obscurity<\/strong>: not a drop in rankings, but a complete absence from the discovery layer that is now handling your customers’ purchasing decisions.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The organisations most exposed are those with the most complex data estates: multiple domains, ERP systems out of step with their web presence, and schema either absent or produced by plugins with no governance layer behind them.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Applying BI Discipline to the Agentic Web<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Differentia Consulting has applied the same data quality principles we have used with Qlik clients for over twenty years \u2014 completeness, accuracy, consistency \u2014 to the external digital footprint via our <strong><a href=\"https:\/\/www.differentia.consulting\/smarter.bi\/solutions\/smarter-seo-powered-by-qlik\">Smarter.SEO<\/a><\/strong> proposition <a href=\"https:\/\/viseon.io\" type=\"link\" id=\"https:\/\/viseon.io\">VISEON<\/a> powered by Qlik.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">VISEON uses Qlik as the analytical and orchestration layer, pulling live data from the <strong>FUSEON API<\/strong> (VISEON’s structured data delivery layer) to build dashboards that visualise your Schema.org knowledge graph in real time. Data gaps, broken entity references, and validation errors become visible in the same way operational exceptions appear in a Qlik app \u2014 measurable, prioritised, and actionable.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Real-Time Data at the Edge<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">The critical requirement for AEO is not just structured data \u2014 it is <em>current<\/em> structured data. Google’s Information Agents run continuously. A knowledge graph that reflects yesterday’s inventory or last quarter’s pricing is a liability, not an asset.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Smarter.SEO addresses this through a two-layer architecture:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Qlik as the analytical core<\/strong> \u2014 processing live records from your ERP, CRM, and MDM systems to maintain an authoritative golden entity record that eliminates conflicting data definitions across your estate.<\/li>\n\n\n\n<li><strong>Cloudflare KV edge distribution<\/strong> \u2014 when Qlik detects an operational state change, automated webhooks recompile your semantic profile and push it to Cloudflare’s global edge network. AI crawlers receive current, machine-actionable data with no origin database overhead.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">The full technical architecture \u2014 covering the ingestion pipeline, webhook orchestration, Cloudflare KV deployment, MCP service provisioning, and the 30\/60\/90-day implementation roadmap \u2014 is documented in the <strong><a href=\"https:\/\/viseon.io\/articles\/enterprise-guide-to-data-driven-agentic-search-optimization\/\">VISEON Enterprise Guide to Data Driven Agentic Search Optimisation<\/a><\/strong>.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Where to Start<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">A practical first step is a structured <strong>AI Discoverability Assessment<\/strong>, which audits your current schema footprint against Google’s programmatic requirements and produces a prioritised issue matrix with developer-ready fix specifications.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If your business uses Qlik and you want to understand how our VISEON fits your existing data infrastructure, contact the Differentia Consulting team on <strong>+44 1494 622 600<\/strong> or email <strong><a href=\"mailto:info@differentia.consulting\">info@differentia.consulting<\/a><\/strong>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Google confirmed the traditional keyword search box is being replaced by a conversational, AI-driven interface running on Gemini Flash. Why VISEON Is the Practical Response<\/p>\n","protected":false},"featured_media":13286,"template":"","format":"standard","categories":[493],"tags":[1003,1099,28,1094,1089],"class_list":["post-21685","news","type-news","status-publish","format-standard","has-post-thumbnail","category-featured","tag-ai","tag-google-search","tag-qlik","tag-smarter-seo-2","tag-viseon","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Google's NEW AI Driven Search - VISEON delivers the Interface<\/title>\n<meta name=\"description\" content=\"Google keyword search box is being replaced by a new AI-driven interface running on Gemini Flash. 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Here is what the record actually says.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Context before computation, at every query<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Qlik’s long-standing architectural moat is its patented associative engine (QIX engine). In an agentic setting it does something specific: it preserves business logic across multi-step reasoning, so an AI agent calling Qlik receives a governed calculation rather than a speculative join. Qlik describes this as “context-preserving engine calculations”, and the practical effect is that LLM tokens are spent on reasoning rather than on reconstructing the data model on every pass. Crucially, the economics hold whether one analyst is asking or ten thousand agents are; the model is resolved once and referenced many times. That is a material cost and latency argument, but it is a qualitative one; in the keynote Capone referenced a 10\u00d710 saving against rival tools \u2014 with Qlik’s associative engine, AI queries run ten times faster and consume ten times fewer tokens. Great news for Qlik customers.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Trust, measured, patented, and historised<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The ground truth layer is Qlik Trust Score\u2122 for AI, generally available since July 2025 within Qlik Talend Cloud\u00ae. It is a patented, quantifiable measure of whether a dataset is fit to reach a model, scoring across discoverability, usage, diversity, timeliness and accuracy, with security and LLM-readiness dimensions on the roadmap. Score historisation (akin to SCD Type 2), added in the same release, lets teams correlate shifts in trust with downstream impacts such as model drift across the estate. This is the mechanism that converts “AI-ready data” from a slogan into an auditable metric, and it is what makes trust legible at the scale enterprises actually operate at. For governed autonomous action \u2014 the point at which an agent is permitted to trigger a purchase order or reroute a shipment \u2014 a measurable trust floor is the precondition, not a nicety.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"has-text-align-center wp-block-paragraph\"><em>\u2018Trusted Data Foundation\u2019 for AI: trusted data, clear operational priorities, and systems that can scale. \u201cThat combination is what turns AI from a line item into a performance advantage.\u201d Qlik CEO Mike Capone<\/em><\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">The agent roster, in full<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">At Connect 2026, Qlik consolidated a specialised-agent portfolio rather than announcing a single new one. Qlik Answers\u00ae remains the unified conversational interface. Around it sit Discovery Agent (continuous anomaly and shift detection), Predict Agent (forward-looking natural-language questioning), Automate Agent (workflow execution), Analytics Agent (query response and insight), and, on the data engineering side, Data Product Agent and Data Quality Agent. The data engineering track added declarative pipelines, an AI Assistant for Talend Studio, real-time message routing for agentic processes, and native streaming within Qlik Open Lakehouse.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The orchestrating frame for 2026 is Dan Sommer’s DARE Intelligence Grid \u2014 Data, Agents, Roles, Execution \u2014 which treats the agent swarm as an enterprise-wide operating model rather than an analytics feature.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">The MCP Server: interoperability, governed at population scale<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The strategically important announcement, from our perspective, is the general availability of the Qlik Model Context Protocol (MCP) Server, launched on 10 February. It exposes Qlik at the engine, tool and agent levels to third-party assistants including Anthropic Claude and ChatGPT. This is Qlik declining to be a closed stack. It is also the point at which external agents \u2014 the ones traversing the wider Schema.org-aligned agentic commerce layer that VISEON is building \u2014 can obtain governed data and execute against it through Qlik’s APIs rather than scraping dashboards. The governance matters more as agent populations grow; a protocol-level contract is what prevents “a thousand agents, a thousand interpretations” from becoming the production reality.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Pair that with the new Qlik Agentic Advisory service and the ServiceNow partnership, and the message is consistent: Qlik is positioning itself as the trusted data and reasoning substrate that sits beneath whichever agent ecosystem a customer chooses.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Scale, evidenced on the main stage<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">“At scale” is a phrase that should not be accepted on trust. At Qlik Connect 2026 it was made concrete by three customers speaking from very different operational realities. UPS brought the global-logistics case: billions of parcels, decades of legacy estate, and the freshness and governance demands of a live movement network. HelloFresh brought the consumer operations case: perishable supply chain, high-velocity demand forecasting, and the need for decisions to land in hours rather than overnight. South Central Ambulance Service brought the life-critical public-sector case, where agentic decisioning touches dispatch, resource allocation, and clinical triage, and where “auditable” is not a governance preference but a statutory one.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Three sectors, three risk profiles, one shared architectural precondition: a data foundation that behaves the same at population scale as it does in a pilot. That is the testimony that matters, because it answers the question every board is actually asking \u2014 will this hold when we turn it on across the estate.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">What this means for buyers<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The practical question for boards in 2026 is not whether to deploy agents, but whether the data foundation beneath them is measurable, governed and reachable by external systems \u2014 and whether all three properties survive the move from pilot to production. That last clause is where most initiatives stall. Qlik’s Connect 2026 announcements are addressed precisely to that problem. CDC replication from legacy estates \u2014 SAP, mainframe, Oracle \u2014 remains the freshness layer at scale. Qlik Trust Score for AI is the measurement layer at scale. The MCP Server is the interoperability layer at scale. DARE is the operating model that co-ordinates them.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">The jigsaw on the table<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The simplest way to picture what Qlik has built is this. Most LLM architectures hand the agent an empty box of jigsaw pieces and ask it to assemble the picture on every query; the edges re-found, the colours re-sorted, the same corners solved again and again. Qlik hands the agent a jigsaw that is already three-quarters complete: the associative model resolved, the governed data products in place, the trust score visible on the side of the box. The agent reasons over the remaining pieces, not the whole of what is on the table. That is what takes the repetition out of the token bill, what makes the outcome deterministic enough to act on, and \u2014 just as importantly \u2014 what lets the same architecture hold up when there are ten thousand jigsaws on the table rather than one.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h4 class=\"wp-block-heading\">Selection of Enterprise Customer Speakers <\/h4>\n\n\n\n<p class=\"has-small-font-size wp-block-paragraph\"><em>Chris\u00a0Staples – President, UPS Global Customer Solutions and Revenue Operations<br>Ed\u00a0Dunger – Director of Ops Tech Automated Cluster & Analytics Enablement, HelloFresh<br>Juan\u00a0Hurtado – VP, BI & Data Analytics Ingersoll Rand<br>Eiji\u00a0Ikeda – VP, Head Data Analytics Center Fujitsu<br>Kuniaki\u00a0Takahashi – Manager of ICT strategy division, NEC Personal Computers, Ltd.<br>Max\u00a0Mosky – Senior Vice President of Strategy & Innovation, Compass Healthcare<br>Mark\u00a0Green – Head of Data, Analytics and Insights, South Central Ambulance Service NHS Foundation Trust<\/em><br><\/p>\n","protected":false},"excerpt":{"rendered":"<p>From Dashboards to Decisions: What Qlik Connect 2026 Actually Delivered for its Customers and the Agentic Enterprise.<\/p>\n<p>\u2018Trusted Data Foundation\u2019 for AI: trusted data, clear operational priorities, and systems that can scale. \u201cThat combination is what turns AI from a line item into a performance advantage.\u201d Qlik CEO Mike Capone<\/p>\n","protected":false},"featured_media":21568,"template":"","format":"standard","categories":[1059,1051,493,1056],"tags":[31,28],"class_list":["post-21567","news","type-news","status-publish","format-standard","has-post-thumbnail","category-ai-machine-learning-solutions","category-business-intelligence-analytics-solutions","category-featured","category-qlik-solutions","tag-news","tag-qlik","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - 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Construction adopts VISEON Ask for online Discussion"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><em>Stokenchurch, England \u2013 March 2026<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Differentia Consulting Ltd is pleased to announce that ATP Construction LLC has integrated VISEON Ask, VISEON’s <a href=\"https:\/\/viseon.io\/discuss\/\">Discuss<\/a> service, into its website as a dedicated client discussion interface, accessible at <a href=\"https:\/\/atpconstructionllc.com\/ask\">https:\/\/atpconstructionllc.com\/ask<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">A New Approach to Online Client Engagement<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">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<h2 class=\"wp-block-heading\">About VISEON Ask<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">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<p class=\"wp-block-paragraph\">Adrian Parker, Director of Differentia Consulting, said: <\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">“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<p class=\"wp-block-paragraph\">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<p class=\"wp-block-paragraph\">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":"<p>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":["post-21560","news","type-news","status-publish","format-standard","has-post-thumbnail","category-featured","category-qlik-solutions","category-retail-e-commerce-solutions","tag-news","tag-viseon","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ATP Construction adopts VISEON Ask for 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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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\"><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":["post-21509","news","type-news","status-publish","format-standard","category-featured","tag-news","tag-qlik","tag-viseon","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - 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, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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Elite Solution Provider Status Recognised for the Fifteenth Time"},"content":{"rendered":"\r\n<h2 class=\"wp-block-heading\">Differentia Consulting recognised as a Qlik Elite Solution Provider in 2025 for the fifteenth time.<\/h2>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">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.\u00a0<\/p>\r\n\r\n\r\n\r\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\r\n<p class=\"wp-block-paragraph\">“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>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><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>\r\n<cite><strong>Adrian Parker, VP Strategy and Operations, Differentia Consulting<\/strong><\/cite><\/blockquote>\r\n\r\n\r\n\r\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>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\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>\r\n\r\n\r\n\r\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>\r\n\r\n\r\n\r\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>\r\n<\/ul>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">About Differentia Consulting<\/h2>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><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>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">Networking Opportunities<\/h3>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">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>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Join us in Reading, October 2026, for our next Qlik Customer Day. This is the perfect opportunity for us to\u00a0help you decide on your Qlik data integration, Qlik data analytics strategy, and roadmap for 2027 and beyond.<\/p>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">Social Media<\/h3>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">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>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">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>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">In addition, there are some LinkedIn groups that we suggest you subscribe to;<\/p>\r\n\r\n\r\n\r\n<ol class=\"wp-block-list\">\r\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>\r\n\r\n\r\n\r\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>\r\n\r\n\r\n\r\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>\r\n\r\n\r\n\r\n<li>#CyberHygiene – <a href=\"https:\/\/www.linkedin.com\/showcase\/cyberhygiene\/\">https:\/\/www.linkedin.com\/showcase\/cyberhygiene\/<\/a><\/li>\r\n<\/ol>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">Recommended Qlik Community Feeds<\/h3>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">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>\r\n\r\n\r\n\r\n<p class=\"has-text-align-left wp-block-paragraph\"><a class=\"button\" href=\"https:\/\/www.differentia.consulting\/news\/\">News<\/a><\/p>\r\n\r\n\r\n\r\n<p class=\"has-text-align-left wp-block-paragraph\"><a class=\"button\" href=\"https:\/\/www.differentia.consulting\/events\/\">Events<\/a><\/p>\r\n\r\n\r\n\r\n<p class=\"has-text-align-right wp-block-paragraph\"><a href=\"#menu\" aria-label=\"Open Menu\">MENU <i class=\"fa fa-bars\"><\/i><\/a><\/p>\r\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":["post-21504","news","type-news","status-publish","format-standard","has-post-thumbnail","category-featured","category-technology-solutions","tag-news","tag-qlik","tag-qlik-partner","tag-qlik-sense","tag-secure-bi","tag-viseon","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - 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. Contact us at info@differentia.consulting.\" \/>\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-elite-solution-provider-status-retained-for-the-fifteenth-year\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Qlik Elite Solution Provider Status Recognised For Fifteenth time\" \/>\n<meta property=\"og:description\" content=\"Differentia Consulting recognised as a Qlik Elite Solution Provider status for the fifteenth time. Contact us at info@differentia.consulting.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.differentia.consulting\/news\/qlik-elite-solution-provider-status-retained-for-the-fifteenth-year\/\" \/>\n<meta property=\"og:site_name\" content=\"Differentia Consulting | Agentic Solutions\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/differentia.consulting\/\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-17T19:18:42+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.differentia.consulting\/wp-content\/uploads\/2021\/06\/News.png\" \/>\n\t<meta property=\"og:image:width\" content=\"200\" \/>\n\t<meta property=\"og:image:height\" content=\"200\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@DCLUK\" \/>\n<meta name=\"twitter:label1\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.differentia.consulting\\\/news\\\/qlik-elite-solution-provider-status-retained-for-the-fifteenth-year\\\/\",\"url\":\"https:\\\/\\\/www.differentia.consulting\\\/news\\\/qlik-elite-solution-provider-status-retained-for-the-fifteenth-year\\\/\",\"name\":\"Qlik Elite Solution Provider Status Recognised For Fifteenth time\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.differentia.consulting\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.differentia.consulting\\\/news\\\/qlik-elite-solution-provider-status-retained-for-the-fifteenth-year\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.differentia.consulting\\\/news\\\/qlik-elite-solution-provider-status-retained-for-the-fifteenth-year\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.differentia.consulting\\\/wp-content\\\/uploads\\\/2021\\\/06\\\/News.png\",\"datePublished\":\"2025-12-31T00:00:00+00:00\",\"dateModified\":\"2026-05-17T19:18:42+00:00\",\"description\":\"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 class=\"wp-block-paragraph\"><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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\"><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 class=\"wp-block-paragraph\">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":["post-21426","news","type-news","status-publish","format-standard","has-post-thumbnail","category-compliance-solutions","category-featured","category-qlik-solutions","tag-graphrag","tag-vectorrag","tag-viseon","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - 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. Contact info@viseon.io\" \/>\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\/viseon-empowers-ai-search-graphrag-data-quality\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"VISEON.IO Empowers AI Search GraphRAG Data Quality\" \/>\n<meta property=\"og:description\" content=\"AI Search GraphRAG data Quality is essential to succeed in technologies fastest growing discovery channel. 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Consulting Launches VISEON"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">VISEON Launches: Revolutionising Brand Visibility in AI-Powered Search<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Stokenchurch, UK \u2013 October 9, 2025<\/strong> \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.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Developed by Differentia Consulting’s AI experts<\/strong>, VISEON enables augmented organic discovery by tools like Gemini, ChatGPT, Claude, and Perplexity. 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 class=\"wp-block-paragraph\"><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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\"><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 class=\"wp-block-paragraph\">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":["post-21409","news","type-news","status-publish","format-standard","category-digital-transformation-services","category-featured","category-qlik-solutions","tag-mcp","tag-news","tag-nlweb","tag-qlik","tag-viseon","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - 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, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" 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Observability Suite MCP"},"content":{"rendered":"\r\n<h2 class=\"wp-block-heading\"><strong>Differentia Consulting’s Qlik Observability Suite MCP\u2014Voice-Driven Auditing<\/strong> \u00a0<\/h2>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Stokenchurch, England \u2013 6th October 2025<\/strong>\u00a0\u2013 Differentia Consulting, an AI-enabled business intelligence specialist and Qlik partner since 2008, today announced announced the Qlik Observability Suite MCP Server, embedding it natively into tools like Claude and Grok (Ava) and Grok for true voice-activated audits of Qlik Cloud tenants. 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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">\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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\"><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 class=\"wp-block-paragraph\">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":["post-21403","news","type-news","status-publish","format-standard","has-post-thumbnail","category-compliance-solutions","category-featured","category-qlik-solutions","category-technology-solutions","tag-mcp","tag-news","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - 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\" href=\"https:\/\/www.differentia.consulting\/news\/qlik-observability-suite-mcp\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Qlik Observability Suite MCP\" \/>\n<meta property=\"og:description\" content=\"Qlik Observability Suite MCP server delivers on-the-fly intelligence about your Qlik Cloud Tenant, with fully integrated API capabilities.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.differentia.consulting\/news\/qlik-observability-suite-mcp\/\" \/>\n<meta property=\"og:site_name\" content=\"Differentia Consulting | Agentic Solutions\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/differentia.consulting\/\" \/>\n<meta property=\"article:modified_time\" content=\"2025-10-06T20:42:59+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.differentia.consulting\/wp-content\/uploads\/2021\/06\/News.png\" \/>\n\t<meta property=\"og:image:width\" content=\"200\" \/>\n\t<meta property=\"og:image:height\" content=\"200\" 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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 class=\"wp-block-paragraph\"><strong>Qlik partner draws on 17 years of experience to support Apache Iceberg-based data implementations<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">“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 class=\"wp-block-paragraph\">Differentia Consulting has developed an approach to Qlik Open Lakehouse implementation that addresses enterprise requirements:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><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 class=\"wp-block-paragraph\"><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 class=\"wp-block-paragraph\"><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 class=\"wp-block-paragraph\"><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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">“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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\">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 class=\"wp-block-paragraph\"><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 class=\"wp-block-paragraph\"><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 class=\"wp-block-paragraph\">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 [\u2026]<\/p>\n","protected":false},"featured_media":0,"template":"","format":"standard","categories":[1052,1060,493,1056],"tags":[1023,31,1046,1088,985,1030],"class_list":["post-21342","news","type-news","status-publish","format-standard","category-data-strategy-governance-services","category-data-warehousing-etl-solutions","category-featured","category-qlik-solutions","tag-iceberg","tag-news","tag-open-data-lakehouse","tag-qlik-talend-cloud","tag-snowflake","tag-upsolver","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Qlik Open Data Lakehouse GA | Differentia Consulting<\/title>\n<meta name=\"description\" content=\"Qlik Open Lakehouse General Availability provides opportunity for governed real time low cost AI ready data for AI ML and Analytics workloads\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link 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