AI agents thatsave 20 hours a week— for finance
We design and ship automation systems for teams who'd rather work on the next thing than the same thing. Less ops. More signal.
Selected teams we've quietly helped
Four practices. One bias toward shipping.
We pick the right shape of automation for the work in front of us — and we'd rather build less than overbuild.
AI agents
Autonomous and assisted agents that handle real work — triage, research, drafting, customer ops. Built to a brief, not to a demo.
- Tool-using LLM agents
- Human-in-the-loop
- Evaluations & guardrails
Process automation
End-to-end workflows that remove the busywork between systems. Reliable, observable, and the kind of boring that ships.
- Internal tooling
- Document pipelines
- Triggered workflows
Integrations
We connect what you already use. CRMs, ERPs, billing, support, data warehouses — without the duct tape.
- API & webhooks
- iPaaS & native
- Data syncs you can trust
Strategy & consulting
Where to start, what to build, what to leave alone. We help teams pick the right shape of automation before writing code.
- Opportunity mapping
- ROI modelling
- Build vs. buy
Three steps. No theater.
Discover
Two weeks. We sit with your team, watch the work, and map where minutes leak. You get a written brief — even if we don't build it.
Design
Small, sharp prototypes against real data. We choose the lightest tool for the job: agents, workflows, or just a better form.
Deploy
Ship to production with monitoring, ownership, and a rollback. We hand it over with the lights on — or stay to run it.
Work that earned its keep.
Ready to automate?
Send us the most annoying part of your week. We'll tell you whether it's worth automating — and what we'd build if it is.