Applied AI and data platforms, built responsibly
We take AI from slideware to systems your business can rely on — grounded in real data, real evaluation, and real governance.
From strategy to shipped systems
AI strategy & use-case selection
We separate the hype from the defensible. Where will AI actually change the economics of your business, and where will it just add cost?
Data foundations
Pipelines, warehouses, and the boring reliability work that makes any model trustworthy in production.
Retrieval & agentic systems
RAG, evaluation, and guardrails engineered for accuracy — not a demo that breaks on the second question.
Responsible AI & governance
Bias, provenance, and auditability designed in from the start, so adoption survives scrutiny.
Applied ML products
Models wrapped in real product surfaces your customers and teams actually use and trust.
Capability transfer
We leave your team able to run, evaluate, and improve the systems we build — not dependent on us.
Signs you're ready for applied AI
You don't need a perfect data estate. You need a real problem and the will to govern it.
- A use case tied to a measurable business outcome, not a mandate from the top
- Data you already trust enough to make a decision on today
- A sponsor who owns the outcome, not just the project
- Appetite to govern the system properly once it's live
How an engagement works
A predictable rhythm, from first conversation to capability that stays.
01
Identify the defensible use
We rank where AI changes your economics, and say no to the places it just adds cost and risk.
02
Build the data foundation
Reliable pipelines and governance so any model is trustworthy from the first query.
03
Ship an evaluated system
Retrieval, guardrails, and measurement engineered for production — not a demo.
04
Transfer the capability
Your team can run, evaluate, and improve it without us in the room.
Enterprise
We moved a client from AI pilots to a governed system in production that the team now runs independently.
6 wkspilot to production
What we hold to
01WHERE WE START
The problem worth solving
02HOW WE PROVE IT
An evaluated, production-grade system
03WHAT WE DESIGN FOR
Trust, accuracy, and auditability
04WHAT YOU KEEP
A team that can run it
Where this tends to land
Financial servicesHealthcarePublic sectorScale-upsNew ventures
Put AI to work, responsibly
Tell us where AI is on your agenda and what's already failed — we'll show you the shortest honest path to something that works.