Financial intelligence for IT decisions

Transparency over precision theater

We show confidence ranges, not false certainty. Every finding is scored and labeled: observed, inferred, or estimated. If we're uncertain, we say so.

Speed kills incumbent advantage

Traditional audits take months and cost hundreds of thousands. By the time findings arrive, the problem has compounded. 48-hour delivery changes the economics of decision-making.

Reports should sell themselves

A CFO shouldn't need a presentation to understand financial exposure. Our Decision Packs are designed to circulate internally without intermediaries.

Ranges, not point estimates

Financial exposure is inherently uncertain. We deliver ranges with confidence scoring. Anyone claiming exact figures is either lying or guessing.

Zero system access

Detection runs from your company domain + public signals. No OAuth, no agents, no MDM. The analysis requires zero IT involvement to initiate.

21-phase NDJSON pipeline

lib/analysis.ts executes 21 deterministic phases in strict order. Each phase streams as NDJSON. Evidence layers appear before the executive summary — by design.

pgvector market memory

Supabase PostgreSQL 15 with HNSW index. 1536-dim OpenAI embeddings. 6 category indexes. Peer comparison uses cosine similarity against vendor baselines.

Confidence discipline

Scores are 0-85, never 100. Three tiers: observed signals, inferred patterns, estimated exposures. Each tier affects the confidence ceiling independently.

HELENE Jean-Étienne

Founder & CEO

Former enterprise IT & finance. 10+ years optimizing technology spend for mid-market companies.

Decision intelligence practitioner. Previously led IT cost optimization programs for European mid-market companies. Built Ghost Tax to replace 6-month consulting engagements with 48-hour automated intelligence.