Put AI to work inside the business you already run.
We design and deploy AI systems — agents, automations, and decision tooling — into the operations of small and mid-sized companies. Fifteen years of hands-on technology leadership, without the full-time hire.
Most AI projects fail on operations, not models.
The models are commodities now. The advantage is in knowing which of your workflows deserve automation, wiring them into the systems you already pay for, and holding the result to a measurable number. That’s the whole job.
Start where the pain is measurable
One workflow, one number, one owner. If we can’t name what improves, we don’t build it.
AI belongs in the seams
The wins hide between your tools — intake, triage, follow-up, reconciliation — not in a chatbot bolted to the homepage.
Your team has to trust it
Human review where stakes are high, clear logs everywhere, and a switch anyone can flip off.
No fluff, all execution
We work alongside your team and hand over systems your people can run without us.
Six systems that pay for themselves.
Each one ships as a working system inside your stack — not a slide, not a proof of concept left running on someone’s laptop.
Agentic ops workflows
Agents that read the inbox, update the CRM, chase the missing document and escalate what needs a human.
Document intelligence
Contracts, invoices and intake forms parsed into structured data your systems can act on immediately.
Sales copilots
Lead scoring, instant qualified follow-up and call summaries written back to the pipeline automatically.
Customer response layer
AI drafts on your real knowledge base, routed across email, SMS and chat with review where it matters.
Data plumbing
The unglamorous work — clean pipelines and integrations that make everything above actually possible.
Decision reporting
Live dashboards and narrative summaries that tell you what changed this week and what to do about it.
We meet your business where it already lives.
Simple. Flexible. Focused on results.
Discovery call
We learn your operations, goals and constraints. No pitch — an honest read on whether we’re the right fit.
AI opportunity map
We rank your workflows by payoff and effort, then scope the first system to your timeline and budget.
Build, measure, expand
We ship it into production alongside your team, hold it to the number, then move to the next workflow.
Pick one workflow. We’ll make it run itself.
A discovery call — no sales pitch, just an honest look at where AI earns its place in your operations, and where it doesn’t.