We take over stalled builds, ship new AI products, and embed as your engineering team, in regulated, data-heavy domains where most shops can't operate.
Zero-to-one, full-stack AI products designed, built, and shipped to production, not slideware or a prototype that stalls.
A fractional CTO plus a senior team, working inside your org, accountable for delivery, hiring, and the roadmap.
We take over stalled builds and shaky infrastructure, stabilize what's live, and get delivery moving again.
No open-ended discovery, no team you never meet. A senior engineer owns your problem end to end, and you own the software at the end.
A paid, fixed-scope diagnosis of the build, the data, and the risk, you leave with a plan whether or not we continue.
We cut the work to the smallest thing that ships real value, and commit to a timeline you can hold us to.
We ship to a real environment early and often, so you're testing against reality, not a demo, from week one.
Documented, tested, and yours, your team can run and extend it without us. No lock-in, no black boxes.
The person who scopes your work is the person who builds it. No hand-offs to juniors you never agreed to.
Code, infrastructure, and knowledge transfer to your team. We're a force multiplier, not a dependency.
We measure progress in things that are live and used, not decks, not accuracy on a slide.
Systems for regulated domains that stay standing under real load, audits, and edge cases, like roots that anchor.
Inherited a half-finished codebase and shipped a full consumer streaming app, auth, streaming, search, Stripe payments, and creator payouts, live on the App Store. Full-stack build, owned end to end by the client.
Codified a neuro-therapeutics team's targeting judgment into a treatment-ecosystem data layer and a physician-scoring system their commercial team runs on.
Codified which client relationships were at risk into a churn-prediction system, plus the data platform behind it, for a multi-billion-AUM advisory.
Built the data-engineering and analytics platform across 300M+ rows of property data, owned in-house, on a multi-year engagement.
Took over from an offshore team and scaled a clinical AI scribe from pilot to enterprise platform, embedded as fractional CTO plus a dedicated engineering team.
Codified a legal-industry advisor's client-feedback method into a relationship-intelligence platform for law firms, with full product, security, and roadmap ownership.
Turned a broker's sales process into an AI-native CRM with voice capture and LLM next-step recommendations. Fixed Phase-1 build, then ongoing roadmap ownership.
A 30-minute call with a senior engineer, not a salesperson. You'll leave with a clear read on the fastest path to production.
Schedule a 30-min call →or email contact@methoddatascience.com · Newport Beach, CA
