State of Quantis
An honest account of what Quantis does, what it does not guarantee, and where the deterministic engine ends and AI narration begins.
What Quantis does
Quantis runs a deterministic financial engine — 1,000-iteration Monte Carlo simulation across an 8-layer pipeline — against a 97,500-row benchmark corpus, and produces a financial verdict in under 90 seconds, plus an AI-authored narrative layered on top of those numbers.
What Quantis does not guarantee
- Quantis does not guarantee any business outcome — it models plausible ranges against comparable-business benchmarks, it does not predict what will happen to your specific business.
- AI-generated commentary is not independently guaranteed to match the underlying numbers on every run; an automated integrity check exists specifically because this has happened and been caught.
Where the deterministic engine ends and AI narration begins
Every dollar figure, ratio, and verdict is computed by the deterministic financial engine — the AI narrator never invents or recomputes a number, it writes prose around numbers it is handed.
Reliability history · Security posture