Preflight for AI
Map an application's function points as a flowchart — AI calls, non-AI steps, decision branches — and get a live per-call and monthly low/expected/high cost rollup. Deterministic arithmetic, no LLM call in the critical path.
Cache mechanics, batch discounts, extended-thinking multipliers, chained multi-turn context — modeled as real arithmetic, not an estimate from a model.
Model pricing is sourced from LiteLLM's community-maintained catalog — ~1,400 models across ~25 providers — refreshed automatically, with per-user overrides for negotiated rates.
A live-formula Excel workbook — Assumptions, Summary, Variance, and one tab per costed step — so a cost model can go straight to Finance.