LedgerPilot — the gate is the only path to a write

LedgerPilot

autonomous month-end close · the gate is the only path to a write

W/P REF LP-1
TRACK 4 · Autopilot Agent

ClientMy Company Pte Ltd

PeriodJune 2026

Prepared byagent · qwen3.7-max

Reviewed bydeterministic gate · live on Alibaba Cloud ECS

Qwen drafts the journal entries. A deterministic gate of eight exact checks decides what reaches the ledger. Same model, same 39 close tasks, same live ERP:

Wrong entries reaching the ledger

Gate offevery proposal posted as drafted

Gate onsame model, same 39 tasks, same ledger

measured on a live Odoo · docs/counterfactual_proof.txt

Source & proposed entry

Acct	Description	Debit	Credit

Prepared by

Approved by

Deterministic gate8 checks · no LLM

wrong journal entries the gate let through, on live Qwen output

8 / 8

real Qwen mistakes caught (two models, 39 tasks)

100%

catch rate on the 204-case offline stress-test

real entries posted to a live Odoo, one written by Qwen through MCP

Every verdict above is this project's real gate evaluating a real entry. Reproduce: python -m eval.harness python scripts/counterfactual.py Built by JonathanSolvesProblems