Proof
Production case studies
Anonymized engagements with technical depth: KPI targets, production artifacts, and outcomes tied to the Production Standard.
Federal FinTech
Real-time fraud detection at 10TB+ daily
Deployed an ensemble ML pipeline processing full transaction volume in real time with sub-second scoring, monitoring, and incident runbooks.
6 weeks
POC to production
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B2B SaaS
60% p95 latency cut via Postgres audit
48-hour DB Optimizer audit surfaced three missing indexes and connection pool misconfiguration. Fixes shipped within a week of the report.
60%
p95 latency reduction
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B2B Software
LLM initiative redirected to production RAG
Week-one assessment redirected budget to a simpler retrieval pipeline with eval harness, guardrails, and cost controls. Shipped to production in eight weeks.
6 months
Saved vs. original plan
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Biotech / Life Sciences
Production AI application for R&D workflows (NDA)
Shipped a governed document-intelligence and data pipeline under NDA: structured extraction, human-in-the-loop QA, audit trails, and handoff runbooks. Client identity and proprietary science remain confidential.
Production
Under active NDA
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Multi-location Retail (anonymized)
Which markets to open next: a ranked list, not another spreadsheet
We fixed the address data, figured out where each store's customers actually come from, and built a weekly ranked list of markets with strong demand where the brand was still under-served. Growth and real estate stopped debating conflicting decks; they opened one dashboard.
6 weeks
To a live expansion dashboard
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