Implement.

We configure and deploy AI workflows, agents, and local hardware you run.

Who it's for

Ops teams
Solo operators
Sensitive-data orgs

Most AI implementations look fine in a demo and break in production. We're in it for the part that has to keep working.

We ship AI systems that real teams operate without us in the room. That means evals before code, observability from day one, and a careful conversation about which decisions a model should make and which a human should review. The unglamorous parts are the parts that decide whether the system is still working in six months.

We work in your stack where possible and in our own where it makes the difference between something that ships and something that doesn't. Either way, we leave you with documentation, evals, and trained operators, not a black box you can't debug.

Formats

Production AI workflows

End-to-end automations your team runs, with monitoring built in. Not a notebook that quietly breaks the week after we leave.
Agent systems

Multi-step agents with real failure handling, tested against your data. We build the eval suite before the agent, not after.
Local AI deployments

On-prem setups for sensitive data: Mac Studio clusters, Mac Mini stacks, NVIDIA workstations, sized to your workload.
Evaluation harnesses

So you can swap models in six months without flying blind. Often the most valuable thing we leave behind.

Outcomes

A system in production

Not a prototype, not a pilot. A thing that does real work on Monday morning, run by your team or a single operator.
Documented and trainable

Your team can run, debug, and extend the system without us. We treat the handoff as part of the work, not an extra.
Eval suite + monitoring

You'll know when something breaks, why, and whether the underlying model has drifted on you.
Clear data boundaries

You'll know exactly which data leaves your network, which never does, and why. It's written down before we ship, not assumed.

How we work

01

Discovery

A free 30-minute call to hear what you're working on and tell you honestly if we can help.
02

Scope

A written proposal with deliverables, timeline, and price. You approve it before any work starts.
03

Deliver

We do the work, and you review every output before it ships. No surprises at the end.
04

Stay

After it ships, we don't disappear. The line stays open, and we're here as things change.