Engine 24 · Decision Ledger · human-in-the-loop

Decision Ledger

Every FinOps tool recommends after the money is spent. This ledger stands at the decision moment: two futures side-by-side, a reason, a human approval gate — and then we grade our own prediction against reality. No other tool dares.

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Why grading our own forecasts matters

"Recommendations" are free to make and never audited — that's why engineering teams ignore them. A prediction with a public accuracy grade is a different animal: it's accountable. Every decision here records who approved it, why, what we predicted, and what actually happened. Over time your ledger becomes the one document a CFO trusts more than any dashboard: a track record.

First-to-market: as of June 2026 no FinOps tool tracks predicted-vs-actual accuracy per decision with a human-in-the-loop approval trail.

See our aggregate accuracy, published in public

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