From first principles to production. The science of agentic AI.
Consulting, integration, implementation, and training for companies turning agentic AI from prototype into production — secure, scaled, and built to run.
Two decades guiding companies through technology change. Today, that means AI.
What we do
AI Consulting & Opportunity Mapping
Where AI belongs in your business and where it doesn't. We work with leadership to identify the highest-leverage processes, products, and workflows for agentic AI — then map a build path with real ROI, not a vendor sales deck.
Integration & Implementation
Production-ready agentic systems built into the way your business actually runs. We take AI from prototype to production — secure, scaled, observable — and integrate it with the systems, data, and processes you already depend on.
Meet the engineers behind the buildAI Training & Enablement
Your team, fluent in agentic AI. Hands-on training, internal tooling, and operating models that turn early adopters into a coordinated capability — so the systems we build keep delivering after we step back.
Who we work with
We work with leaders serious about AI — past the demo, into production.
01
Private equity
PE firms turning AI into measurable portfolio value — from diligence to operating-model change.
02
Operators & CEOs
Leaders rewiring their business around agentic AI — process automation, internal tooling, customer-facing intelligence.
03
Founders
Founders building AI-native products who need senior expertise from concept to production deployment.
East Rock Labs
We don’t just build with AI. We build AI.
East Rock Labs is our internal research lab — building the agentic systems that power our client work, so the people advising you are the same people writing the code.
Built on OpenClaw
We maintain our own fork of the OpenClaw agentic framework, tuned for high-precision research workflows — entity extraction, signal verification, and structured evaluation across web, code, and proprietary data.
Autonomous Research
Our agents autonomously gather signal, cross-reference technical evidence, and generate structured outputs — turning weeks of manual research into hours.
Research to Production
Every tool we build in the lab ships to clients. We adopt new models, techniques, and architectures as they emerge — and turn vibe-coded prototypes into systems that hold up in production.
Selected clients
Trusted with production systems, not pilots.



New Haven, Connecticut — home to Yale University.
Selected work
Agentic AI in production.
Systems we’ve built and shipped — running in production, sometimes for years.

TalentJet: AI Interview Intelligence
Result: Saved 70% of recruiter time with data-driven candidate assessments.
Technology Stack
Capabilities
Riviera Partners: Production ML in Executive Search
Result: Several years in production at one of the world's top executive search firms.
Technology Stack
Capabilities

Goldsmith: Executive Search Platform
Result: Purpose-built ATS with data science at its core for executive search.
Technology Stack
Capabilities
The engineers behind the build
AI engineers who’ve already shipped this.
Deep AI expertise across the stack. The same senior engineers from strategy to production to the team that runs it — one coordinated engagement, end to end.
Senior AI engineering on every engagement
PhD-led, hands-on from strategy to deploy. The people advising you are the people writing the code.
Built for scale and security
Production-grade systems: observability, evaluation, access control, cost control. The things that break vibe-coded AI when real load shows up.
Strategy, build, and training in one team
Consulting, integration, implementation, and enablement — one coordinated engagement, not three vendors with conflicting incentives.
