We turn AI ambitions into systems.
not decks, not pilots, not guesswork.
Senior AI strategy and embedded engineers, one team from first roadmap to shipped system.
Trusted by industry leaders and high-growth startups
What we do
End-to-end capability, one partner.
AI strategy
Clarity before code. Where AI creates real value, and how to build for durability.
AI & machine learning
Production-grade AI, built to keep running. LLM applications, agentic systems, custom models, MLOps.
Full-stack engineering
End-to-end software delivery. Intelligent backends, scalable APIs, polished frontends.
Enterprise AI transformation
From AI-curious to AI-capable, with governance and measurable outcomes.
AI investment readiness
Technical due diligence that cuts through pitch claims, for investors and acquirers.
How we engage
Embedded teams. An extension of yours.
Fixed-scope engagements assume you have all the answers before the work begins. You don't, and you shouldn't have to. The best AI products evolve as you learn, and our embedded model is designed for exactly that. The same engineers stay on your work, building contextual knowledge of your system over time.
Speed
No handoffs, no context-switching overhead. We're already inside the building.
Flexibility
Roadmaps change. An embedded team adapts without renegotiating a contract.
Outcome ownership
We're accountable to your outcomes, not a spec.
Embedded leadership
A senior technical lead in your architecture decisions from day one.
Proprietary infrastructure
Pre-built, production-tested, months saved.
Our products were born from problems we kept solving at scale. Thalamus and Aletheia are the flagships of a portfolio of 5+ proprietary products, with more in flight. When one fits what we're building together, it compresses months of development into weeks.
Thalamus
Enterprise agentic RAG platform
The intelligence layer between your questions and your proprietary data. Built for organizations that can't afford hallucinations.
- Multi-pass contextual retrieval with re-ranking
- Source-level citations and a full audit trail
- Multi-tenant isolation, BYOK, enterprise compliance
- Flexible model choices: OpenAI, Claude, Mistral, LLaMA
Aletheia
Behavioral intelligence engine
Decodes confidence, emotion, and intent from how something was said, not just what was said. Built for high-stakes contexts.
- Multimodal fusion of facial, vocal, and linguistic signals
- Perception modeling on recorded media
- Explainable, interpretable outputs
- API-first: drops into any analytical stack
Partner stories
The work speaks.
Cognition Legal
360-degree deposition intelligence
Built from the ground up on Aletheia and Thalamus: the analytical depth of a senior partner read, applied uniformly across every deposition in hours, not days.
Read the story →FRCM
AI contract lifecycle for construction
Parses complex legal language, flags high-risk clauses with scores and explanations, and lets project managers act without a lawyer in the room.
Read the story →Toothly AI
ML diagnostics at scale
The full ML lifecycle, owned end to end: from raw X-ray data and clinical annotation to segmentation, disease detection, and deployment.
Read the story →Crewlink
AI dispatch and routing
A travel-aware scheduling engine that matches technicians to jobs and reroutes in real time, without exposing competing clients' data to one another.
Read the story →A principle we work by
Knowledge is not a competitive moat.
We share our expertise openly. A client who understands why we're making a recommendation is a better collaborator, and makes better decisions long after the engagement ends.
Ready to build
Tell us what you're building.
We'll tell you how we'd approach it, why we think it's the right approach, and what the right team looks like.