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Solution showcase AI-Powered Analytics & BI

Budget vs Actual Assistant

Ask questions of the budget in plain English, such as "why is admin spend over plan?", and get answers with figures.

All industries · Finance

Illustrative example build, not a client case study.

The challenge

Managers wait for finance to answer simple budget questions, and finance spends hours pulling the same numbers from workbooks.

Technology

  • Power BI with Copilot
  • Microsoft Teams
  • Excel
  • Azure OpenAI
How it works
  1. 1

    Connect budget and actuals

    Budget workbooks and ledger data are linked in a governed data model.

  2. 2

    Define the questions

    Common questions by department and account are mapped to the right measures.

  3. 3

    Answer in plain English

    The assistant answers with figures, comparisons and the top drivers, inside Teams or Power BI.

  4. 4

    Keep it safe

    Each manager only sees the cost centres they are responsible for.

Designed to deliver

  • Instant answers to budget questions
  • Fewer ad-hoc requests to finance
  • Managers who understand their numbers

Banking & Financial Services · Management

Branch performance commentary

Power BI dashboards with AI-generated variance commentary that explains movements by region, branch and product.

Energy & Utilities · Management

Consumption & complaint analytics

Integrated Power BI dashboards with AI commentary and exception alerts by area.

Development Sector & NGOs · Operations

Field survey data cleaning

Automated checks and AI clean, validate and standardise survey data before analysis, flagging records for follow-up.

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