Applied AI for the companies that run the economy
From pilot to enduring platform.
- Production systems
- 140+
- Production systems
- Pilots reach production
- 92%
- Pilots reach production
- Business systems connected
- 30+
- Business systems connected
Our values
What we believe.
Six values decide who we hire, what we build and how we make the hard calls.
Be bold
We go after the work that changes how a business runs, not the safe demo. The biggest problems are where AI earns its keep.
Take relentless action
We put something real in people's hands early, learn from it and keep shipping. Momentum beats a perfect plan.
Obsess over customers
We start from how our clients' teams actually work, and we judge ourselves by their results, not our output.
Play to win
We hold ourselves to the result the business needs. Good enough is not the finish line when great is within reach.
Be curious
AI moves fast. We test new models and methods first-hand, and we ask why a process exists before we change it.
Do the right thing
Permissions, audit trails and people in the loop come built in, and we tell clients the truth even when it is unwelcome.
What we take on
Work where the process is the advantage.
We do our best work on high-volume, document-heavy operations with a clear owner and a number to move.
We say yes to
A workflow with an owner
Someone in the business runs it, has a target for it, and will be involved every week. Their name goes on the project before ours does.
A measurable baseline
We can time the current process and agree what better looks like. If nobody has measured it, measuring it is where we start.
Regulated, high-stakes work
Claims, authorizations, compliance reviews. Places where an audit trail is required and getting it right is worth paying for.
Teams who want to own it
Clients who put their own engineers and operators on the project, and plan to run the system themselves.
What we turn down
Projects we have learned to decline.
Saying no early is cheaper for everyone. These are the briefs we send back, and why.
We say no to
Strategy with no build
A deck that recommends forty use cases and ships none. If we scope it, we expect to be held to delivering it.
A chatbot looking for a problem
A mandate to use AI somewhere, with no workflow, owner or metric attached. We will help find the problem first, or step aside.
Removing people from judgment calls
Fully automated decisions about someone's health, money or job, with no human review. We build the assistant, and keep the person.
Pilots built to be shown
Demos with no path to production data, security review or budget. They cost trust the next real project will need.
Model agnostic. Built on the platforms you already run.
- OpenAI
- Anthropic
- Google Gemini
- Meta
- Mistral AI
- Microsoft Azure
- AWS
- Google Cloud
- Snowflake
- Databricks
Security & trust
Security designed in from the first workflow.
Before anything is built, you sign off what the system can read, write and send, and who can change it.
Your data stays in your systems.
We work inside the tools you run and move the minimum the task needs.
Access is the narrowest that works.
In your accounts, with named people and credentials kept in a secret store.
A person signs off what matters.
Decisions with consequences stay with a named owner on your team.
Every run is logged.
Inputs, decisions and outputs are recorded, so any result can be traced.
Bring us the workflow nobody has been able to fix.
Start with a short call about where your team's hours go and what you want to change.