AI transformation
within reach.

Business leaders who've managed P&Ls, and engineers who ship agentic systems into production — solving your business problems, inside your infrastructure, owned by your team.

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Most enterprise Gen AI never makes it to production.

Getting a demo running has never been easier. Operating and scaling it afterwards is where things go wrong.

Not built to operate

Pilots ship without evaluations, observability, or cost controls. Enterprise scale demands operational excellence.

Frontier cost fatigue

Routing every task to the latest and largest frontier model is fine for a hundred calls and disastrous for a million. Finding the right cost-efficient model for your task unlocks ROI.

The ground keeps moving

New models, new regulations, new innovations. Enterprises need to stay on top of the AI industry to be ahead of the competition.

What we do

We have the tools, technology, and experience to accelerate your AI journey from strategy to delivery to enablement, depending on what your organization needs.

Discovery

We are business leaders who have managed P&Ls, not just engineering orgs. Evidence-led discovery that picks the use cases your customers and shareholders will love and kills those that won’t pay back.

Delivery

Forward-deployed engineers embedded with your team, shipping working systems with the evals, instrumentation, and cost controls to run them.

Enablement

We train your team on what we build and on AI-enablement so they can run with our solutions and create their own.

Why we're different

Your business case

We measure every solution against the value it brings. If the ROI isn't there, we say so before we build it.

Your models

Swap providers whenever you want. No licence, no lock-in.

Your infrastructure

Data lives in your walls. Every input, output, and approval is logged and attributable.

Your code

What we build for you is yours. Our tooling is open source or licensable — understand and see exactly what runs inside your systems.

The Team

Most delivery teams meet on the kickoff call. We have spent 8 years shipping products together into academic medical centers, the US federal government, and the Fortune Global 500. Regulated and safety-critical is what we know.

The team has shipped AI solutions for:
panasonic sunrun expedia group nike mayo clinic northwell health

Sandy Anuras
Founder - CEO

  • Global Head of Applied AI - Panasonic
  • CTO - Sunrun
  • SVP Commercial Integrations and Marketing Technology - Expedia Group
LinkedIn

David Justus
Founder - CTO

  • VP of AI and Data Platforms - Panasonic
  • VP Engineering - Sunrun
  • Biz Development, Head of Technology - AKQA
LinkedIn

Keath Chan
Founder - Principal Engineer

  • VP of Professional Services Engineering - Panasonic
  • Executive Technology Director - AKQA
  • Technology Director - Droga5
LinkedIn