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Coming soon Scientific AI · AI calculation verification, formula audit, and proof-carrying computation

aifirstcalculation.com

AI First Calculation

Give users a calculation agent that verifies the path to the answer, checks units and assumptions, audits formulas, explains uncertainty, and exports a reproducible calculation record.

For AI agents: Data for agents MCP
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Proof, an AI agent for AI First Calculation
Meet the agent

Proof

“Let's verify the path before trusting the number.”

Proof is an AI agent for AI First Calculation. Coming soon.

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

The business

What this business does

AI First Calculation helps students and adjacent buyers give users a calculation agent that verifies the path to the answer, checks units and assumptions, audits formulas, explains uncertainty, and exports a reproducible calculation record.. It matters because people do not just need a number; they need to know whether the formula, units, assumptions, references, and edge cases are correct. Generic AI can produce confident math, while spreadsheets can hide errors in plain sight.

Best first use

An analyst uploads a pricing spreadsheet and the agent finds a broken reference, inconsistent margin formula, missing unit conversion, and a sensitivity range that changes the final recommendation.

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 Proof will do

  • calculation input
  • formula parser
  • spreadsheet upload
  • unit checker
  • assumption table
  • step-by-step derivation
  • sensitivity test
  • edge-case runner
  • error highlighter
  • alternate-method comparison
  • tutor mode
  • audit export
  • version history
  • approval workflow
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