// Blanc Quant Services — capability statement
AI · AUTOMATION · ANALYTICS · ENGINEERING
Blanc Quant Services designs and deploys governed AI, automation, analytics, and performance infrastructure for organizations operating in complex, high-consequence environments. Founded by Jean Blanc — senior quantitative engineer, 15+ years across utilities, industrial R&D, safety standards, and operational analytics. 20+ production systems and technical implementations. One standard: the system must work, measure itself, and produce evidence.
Before you buy, renew, or deploy an AI forecast, we test it against the forecast you already rely on, under decision rules frozen before anyone sees the results, and hand you an adopt, reject, or inconclusive verdict with a reproducible evidence package. Your incumbent is mandatory; our fee never depends on which model wins.
Forecast Proof: TimesFM beat every simple baseline by ~30% and still failed the frozen gate vs PJM's own forecast · read the Forecast Proof · the offer Forecast Assurance Decision Review · $25K fixed fee · 2–3 weeks from data readinessPolicy that runs at the moment of use — eval gates and kill criteria enforced in CI, evidence that writes itself. LLMs propose, tests decide, risk sits outside both. Governance as CI, not PDF.
2 of 3 AI-proposed strategies killed by statistical gates · every verdict digest-signed assessment → gate install · evidence, not slidesFragmented models, data, agents and workflows unified into one governed production system — retrieval, routing, permissions, evaluation, observability, and an evidence trail for every consequential action.
6 permissioned agents · 7 models · nightly evals, daily in production assessment → 4–8 week build · fixed scopeDecision tools, analytics pipelines, knowledge systems and automated workflows for infrastructure-heavy organizations — built to measure themselves.
critical KPI defect rate cut ~30% → 4% at enterprise scale assessment → 4–6 week sprint · or advisoryDeterministic replay, p50–p999 latency gates enforced in CI, digest verification, and retained evidence bundles via BQL Engine (patent pending).
1.96M events/sec · 100% digest consistency · p999 gates in CI 4–6 week pilot on your workloadAsset management · reliability · gas & electric operations · field technology · capital planning · regulated, safety-critical environments
MV/HV electrical systems · equipment reliability · R&D to production · standards & compliance · capital projects · procurement & supply chain
LLM & agent architecture · evaluation frameworks · knowledge systems · analytics pipelines · automation · governance & observability
Technology assessment · operational due diligence · engineering risk · market intelligence · capital requirements · integration risk
Start with the problem. Bring us the system that is unreliable, fragmented, hard to govern, hard to measure, or too consequential to fail silently. We set the acceptance criteria first, establish the baseline, and tell you plainly which engagement fits — or whether you need one at all. Due-diligence and advisory work is confidential by default; we are glad to execute your NDA before any substantive discussion.
Blanc Quant Services · Complex problems. Quantified decisions.