CodelessOps filmed a test run of a finance AI that processes a folder of 34 messy company files including drafts, reforecasts, contradictions, and supersessions.

CodelessOps builds AI for finance teams that can't afford a wrong number. Our flagship product is Grounded: an audit-grade AI layer over your own financial reports. Ask a question in plain English and Grounded returns the version-correct number with its exact source, down to the file, the schedule, and the cell. When the documents can't support an answer, it says so instead of guessing. What makes Grounded different: • Version-correct across restatements: budget, forecast, and actuals never blend • Every answer cited to the cell, so verification takes seconds • Honest abstention: "I can't confirm that" beats confidently wrong • Reads spreadsheets positionally (rows, columns, periods), not as flattened text • Validated on your own golden questions before you rely on a single answer • Self-hosted in your network or private single-tenant hosting; model providers don't train on your data, by contract We work with FP&A and finance teams on month-end close, variance analysis, board pack questions, and reporting automation, with a focus on complex, reporting-heavy environments including biotech clinical trial accruals. Founded by Karim Lameer: Master Anaplanner, CIMA-qualified Management Accountant, 15+ years across EPM, FP&A, and finance automation. Start with a fixed-fee 30-day pilot on your own close pack: https://codelessops.com/pilot Learn more: https://codelessops.com