AI Managed Services for Executive Self Service

Give leadership direct access to governed business answers. Build on Qlik, connect enterprise knowledge and extend your organisation’s AI presence.

Differentia Consulting combines AIRA, VISEON.IO capabilities and specialist managed services to prepare, implement and maintain your foundations for AI.

Our service supports Executive Self Service through VISEON Ask or a compatible, organisation-approved AI assistant using a Bring Your Own Large Language Model—BYO LLM—approach.

Discuss your AI managed service requirements.

Executive Self Service, powered by your existing investment

Leadership questions often cross departments, applications and documents.

“How are we performing?” may require a Qlik calculation. “How is that measure defined?” requires business context. “Which policy applies?” requires authoritative evidence.

We connect these requirements into an agreed service, helping leaders access answers and their supporting sources through conversation.

Qlik can operate headlessly for suitable use cases: its analytical capabilities are accessed through an AI interface, while existing applications continue to support visual exploration where useful.

The capabilities behind the service

AIRA: establish readiness

Assess priority Qlik applications and turn the findings into a managed improvement programme.

VISEON for Qlik: govern metrics

Maintain approved business meaning, concepts used for the measures and dimensions used in analytics.

VISEON Data Assurance: check supporting data

Introduce agreed quality checks, assign owners and manage the resolution of findings.

VISEON for Enterprise: connect business knowledge

Build a governed model connecting organisational entities, rules and supporting evidence across the agreed enterprise scope.

VISEON for Web: extend your public AI presence

Manage structured knowledge about your organisation, products and services so people and AI systems can understand the information you publish.

VISEON Ask: provide conversational access

Give people a question-and-answer interface grounded in the relevant governed knowledge. Enterprise and public experiences are configured for their respective audiences and access requirements.

Explore VISEON for Enterprise and VISEON for Web.

BYO LLM: work through your approved AI environment

Where supported, connect your organisation’s chosen LLM assistant through MCP.

The implementation defines compatible clients, authentication, permitted sources and handling of returned information. Business meaning and analytical calculations remain maintained in their governed systems.

This gives you flexibility to evolve the conversational experience while retaining your investment in business definitions and analytics.

Improve TCO and measure business value

We assess opportunities to:

• Reuse existing Qlik applications, measures and data pipelines.
• Reduce repeated report preparation and suitable dashboard development.
• Reduce duplicated business logic across AI initiatives.
• Make better use of existing enterprise AI subscriptions.
• Reduce time spent finding information and resolving conflicting definitions.

The business case includes the full cost of delivery: Qlik and VISEON subscriptions, LLM usage, implementation, governance and ongoing support.

We measure value against an agreed baseline, using indicators such as executive time to answer, reporting hours, maintenance effort, adoption and successful resolution of priority business questions.

An ongoing service

Differentia Consulting can support your internal team or manage agreed activities across assessment, remediation, configuration, testing, training and improvement.

Your service agreement defines the systems and sources covered, responsibilities, review frequency, support arrangements, included capacity and licensing requirements.

Named business owners approve definitions and changes. Public website content is published through an agreed approval process.

Start with a leadership use case

Choose a business process, a small set of priority questions and the Qlik applications and knowledge sources supporting them.

We establish the baseline, validate the approach and agree a practical improvement and support programme.

Talk to Differentia Consulting about AI Managed Services and Executive Self Service.

Call +44 (0)1494 622600.