AI that earns its keep in your operations.
We find the workflow where AI actually compounds, build the system that runs it, and hand you the keys with documentation. Production-ready, in your stack, on your infra. Fixed price.
Three steps. One outcome.
Most “AI consultants” stop at strategy decks. We don’t. We audit the workflow, build the system, and hand you the keys.
Workflow audit
A short, focused review of your operations, data, and tools. We map the workflows where AI compounds — and the dead ends to skip. Output: a written report with ranked plays, effort/impact estimates, and a recommended starting point. No upsell.
Build
We build the system end-to-end. The agent, the integration, the internal tool — production-ready, in your stack, on your infra. Documented, tested, and observable from day one.
Handoff
Code in your repo. Deploys in your accounts. Documentation, training, and the knowledge your team needs to run and extend it. We aim to leave, not to embed.
Pick a starting point.
Where AI compounds in your business — and where it doesn’t. Written report, ranked plays, no upsell.
- Stakeholder + systems audit
- Ranked list of opportunities
- Effort/impact estimates
- 1-hour debrief call
We build the agent, the automation, or the internal tool end-to-end. Production-ready, documented.
- Build + deploy in your stack
- Eval harness for outputs
- Guardrails + observability
- Handoff + training
We embed with your team. Build, train, evaluate, and ship AI features inside your product or ops.
- Weekly working sessions
- Roadmap + measurement
- Eval + tuning
- 30-day notice
The shapes AI takes inside a real business.
Manual reconciliation, gone
Two systems that should talk and don’t. We replace the half-day pay-period close, the spreadsheet copy-paste, the Friday-afternoon classification work. Your team gets evenings back.
Operator-facing internal tools
A workflow your ops team owns: queries, drafts, decisions made faster with AI inside the same screen they already use. One-click, not half-day.
AI features in your product
A feature your customers see: drafting, summarization, classification, search. Wired into your existing product with the evals and guardrails to keep it boring once it ships.
Operators with real revenue and too much manual work.
If you run a 10–150 person business, you have data, workflows, and people doing repetitive judgment work — there is leverage hiding in plain sight. We find it and build the system that captures it.
The data lives in two systems
A multi-location operator where the same numbers get re-keyed between two systems every week. The handoff is the job — not the work that the job is supposed to produce.
Senior people are reading documents
A regulated business — insurance, finance, legal-adjacent — where document review is eating the time of people who could be doing higher-leverage work. The judgment is consistent; the volume is the problem.
Intake or routing is a bottleneck
A services business where inbound requests pile up because someone has to read each one and decide where it goes. Response time is the customer experience, and the queue keeps growing.
Quarterly reports run on CSVs
An ops team that pulls data from four tools, drops it into a spreadsheet, and produces the same report every quarter. The math is stable; the assembly is manual.
You’ve read the pitches and aren’t sure where to start
An owner who’s heard the AI sales decks and isn’t sure which workflow is the right first investment. You want an honest read on where the leverage is, not a vendor demo.
Common questions.
We already use ChatGPT — is this different?
How do you handle data privacy?
Will my team be able to maintain this?
What if my project goes over scope?
Can you take over a half-built AI project?
Want an honest read on AI in your business?
A 30-minute call. We’ll tell you what’s real, what’s noise, and where to start.