From the P&L to the transaction behind it.

Control’s MCP gives AI tools a finance-native API with aggregations at every useful level—from consolidated statements and entity comparisons to analytical searches across the underlying ledger.

  • 01Group and entity financial statements
  • 02Statement-to-transaction drill-down
  • 03Analytical search across the ledger
Use with AI

Put your numbers to work.

Control serves your consolidated actuals and budgets over MCP, labelled by account, entity, period and currency, so AI tools answer with your real numbers, not summaries of them.

  • Claude
  • ChatGPT & Codex
  • Gemini CLI
  • GitHub Copilot
  • Any MCP client
  • 01Budget vs actuals and variance: what moved, and why
  • 02Sales and cost reports by product, segment, region or entity
  • 03Board packs exported to PowerPoint, PDF or Google Slides
  • 04Refresh Excel and Google Sheets through connected MCP tools
How it works

One product surface.
Every layer stays connected.

01

Start with a financial statement, not a data dump

Control gives AI tools finance-native aggregations across the group and by entity. Ask for a P&L, balance sheet, Functional P&L, custom report, or cash flow view and get the structure already used by your finance team.

  • Consolidated group and entity-level actuals
  • Monthly, year-to-date, and entity comparisons
  • Group accounts, dimensions, periods, and currency conversion
02

Drill from the result to the transactions behind it

A high-level answer is only the start. The same MCP connection can follow a statement selection into account-level detail and then retrieve the underlying transaction rows, preserving the route from conclusion to evidence.

  • Statement-to-transaction drill-down
  • Source descriptions, accounts, entities, and dimensions
  • Transaction evidence behind reported totals
03

Search the ledger like an analyst

Ask “fetch transactions for counterparty X in January 2026” or investigate a cost movement by vendor, account, entity, dimension, or value. Control can filter raw rows, group results, rank counterparties, and pivot the same ledger data for the question at hand.

  • Counterparty, account, entity, dimension, and date filters
  • Grouping, sorting, pivots, and top-counterparty analysis
  • From open-ended question to source-level result
Workflow

Ask high-level. Follow the answer all the way down.

One MCP connection can move between financial reporting, analytical grouping, and source transactions without flattening your finance model into an unstructured export.

  1. 01 Ask

    Use ordinary finance language

    Start with the outcome: a group P&L, a cash-flow question, a variance, or a ledger search.

  2. 02 Aggregate

    Query the right reporting level

    The client uses Control’s group, entity, statement, cash-flow, or transaction tools for the question.

  3. 03 Follow up

    Move down to the driver

    Narrow the result by account, counterparty, entity, dimension, period, or transaction.

  4. 04 Verify

    Return the supporting evidence

    Use the source transaction rows behind the number instead of stopping at an unsupported summary.

Questions

What finance teams usually ask.

Ask us about your setup
How is this different from an accounting API?

Control returns finance-ready outputs, not just raw ledger rows. AI clients can query consolidated and entity-level statements, cash flow, accounts, dimensions, grouped transactions, and the entries behind each result through one connection.

What can I ask an AI client to do?

Ask for a financial statement, compare entities, analyze cash flow, investigate an account movement, rank counterparties, or find transactions by date, account, entity, dimension, description, counterparty, or value.

Which AI clients can connect?

Any client that supports remote MCP connections can connect. This includes Claude and Codex.

How is access controlled?

You control access in two places: assign each user read or write access in Control, then configure which specific tools are available in the MCP client they use. This gives each user only the capabilities they need.

See it with your own numbers.

Connect an accounting system yourself, or book a tailored demo and we will prepare the first view with you.