AI for Analytics

Part of Answers & AI · delivered in Power BI Copilot · Microsoft Fabric · Azure AI

AI for Analytics: Copilot, NL Query & Text-to-SQL, UK

Let your team ask questions and get answers they can trust. We make AI work for analytics (Copilot, natural-language query, text-to-SQL and grounded AI agents) by preparing the semantic model so answers are accurate and traceable.

01The problem

Copilot earns trust when it reads from a governed semantic model: named measures, grounded sources and human review make each answer traceable before it informs a decision.

Outcomes

  • True answers grounded in trusted data
  • Copilot that's accurate because the model is ready
  • Faster insight without a BI bottleneck
  • AI you can govern, audit and disclose

Copilot readiness

We prepare your semantic model (naming, descriptions, measures, relationships) so Microsoft Copilot in Power BI returns accurate answers. Copilot accuracy is largely a function of the model beneath it.

Natural-language query & text-to-SQL

Let non-technical users ask questions against governed data, with the query layer constrained to your model so answers stay correct.

Grounded AI agents

AI assistants grounded in your governed semantic model and approved documents, so responses are traceable to your data, with guardrails against hallucination.

Governance & compliant decision-making

Human-in-the-loop design, audit trails and disclosure for automated decision-making. These controls are increasingly required under the EU AI Act, Australia's ADM rules and US state law. We build AI you can defend.

02FAQ
Is Power BI Copilot accurate?

A well-described semantic model helps Copilot interpret your business questions. We prepare the measures and relationships, then compare answers with agreed source figures before rollout. Human review remains part of consequential reporting decisions.

What capacity do we need for Power BI Copilot?

Copilot in Power BI requires paid Fabric F2 or higher, or Power BI Premium P1 or higher capacity. Pro or Premium Per User alone is insufficient. Availability also depends on administrator settings, supported region and access for the Copilot experience you use. We assess the model, intended questions and capacity needs so you can budget the preparation and rollout together.

Will AI give my team wrong numbers?

It can, if it's ungrounded. We constrain AI to your governed semantic model, keep a human in the loop for consequential decisions, and add audit trails so answers are traceable and defensible.

Do we need this for compliance?

If AI informs decisions about people (pricing, eligibility, prioritisation), automated-decision-making transparency is becoming law (EU AI Act, Australia's 2026 Privacy Act reforms, US state rules). We document it and set up the disclosure, turning compliance into a selling point.

04Guides

AI for Analytics guides

AI for Analytics

See it Tuesday, not at month-end

Spot problems before month-end: a forward-looking report flags a margin miss days early, names the cause, and gives you time to act, not a post-mortem.

4 Jul 2026 · 2 min read

AI for Analytics

The report you can talk to

Ask your data a question in everyday words and get a sourced answer. Ten questions a finance director asks, with each answer pinned to its source.

4 Jul 2026 · 3 min read

AI for Analytics

Why Dashboards Go Unused and What to Build

Why dashboards go unused: they answer no particular question. Start from the decision, find the one number that settles it, and deliver it however it lands.

4 Jul 2026 · 3 min read

AI for Analytics

Power BI Copilot Guide for 2026

Power BI Copilot in 2026: paid F2+ or P1+ capacity requirements, access checks, model preparation and how to budget a reporting rollout.

18 Jun 2026 · 5 min read

AI for Analytics

Power BI Copilot Readiness: Semantic Model

How to make your semantic model Copilot-ready so Power BI Copilot gives accurate answers: naming, descriptions, star schema, curated measures, and governance.

16 Jun 2026 · 4 min read

AI for Analytics

Is Power BI Copilot Accurate? It Depends

Is Power BI Copilot accurate? Accuracy depends on your semantic model, not the AI alone. Learn what causes wrong answers and how governance helps.

12 Jun 2026 · 5 min read

AI for Analytics

AI Automated Decision-Making Compliance 2026

AI automated decision-making compliance across the EU AI Act, Australia's 2026 ADM reforms and US state laws like CCPA, plus practical disclosure steps.

8 Jun 2026 · 4 min read

Let's talk

Let's scope your ai for analytics project.

A fixed price agreed in writing before we start, and you own everything we hand over.