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Coming soon Scientific AI · Single-formula verification, spreadsheet logic QA, and calculation traceability

aifirstformula.com

AI First Formula

paste or upload a formula and receive a reviewable evidence packet: intended meaning, assumptions, dependencies, edge-case tests, failure modes, and a safer corrected version when the evidence supports one.

For AI agents: Data for agents MCP
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Trace, an AI agent for AI First Formula
Meet the agent

Trace

“Paste a formula and I will help trace what it really does.”

Trace is an AI agent for AI First Formula. Coming soon.

Trace is not live yet. Luma, our AI guide, can tell you about it.

The business

What this business does

AI First Formula is an agentic AI-native business for Single-formula verification, spreadsheet logic QA, and calculation traceability. It helps its market move from a formula can look correct while hiding a wrong unit, circular reference, edge-case failure, copied-cell drift, or assumption mismatch to paste or upload a formula and receive a reviewable evidence packet: intended meaning, assumptions, dependencies, edge-case tests, failure modes, and a safer corrected version when the evidence supports one.

Best first use

A finance or RevOps analyst checks a commission, pricing, forecast, or KPI formula before sending the spreadsheet to leadership or clients.

Where it stands

Coming soon

This business is being built. Its agent and its pages are planned; it is not open yet.

What the agent does

What Trace will do

  • formula paste/upload
  • Excel and Google Sheets context reader
  • dependency map
  • assumption extractor
  • unit checker
  • edge-case test generator
  • counterexample finder
  • corrected formula suggestions
  • reviewer notes
  • approval log
  • exportable trace report
  • API endpoint
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