We start with your workflows and the numbers that matter — not with what AI can do. Then we build in the order your organization can absorb, and stay to keep it true.
From scattered systems to one operating system — discovery, the Limestone Foundation, Ashlar, Keystone and Plumb, and Lantern on top.
Most AI projects fail because they solve the wrong problem. We sit with the people who run the work and look through four lenses.
The decisions you make slowly — or not at all — because the information costs too much to get.
Work that is manual, tedious or duplicated — the tasks your team dreads and the jobs you can't fill.
Tools you already pay for that aren't earning their keep — often the fastest wins.
The gaps between systems where handoffs break and errors live.
Early waves produce visible, trusted wins — because the harder work later depends on people believing the system.
On-site working sessions and job shadows. Every workflow mapped end to end.
Every opportunity scored by impact and feasibility, then sequenced into the build plan.
The data foundation, first. Always.
Tools go live one at a time, refined with your team in the loop.
Closed loops across functions — where the value compounds.
AI is only as good as the data beneath it. We structure and organize the data first — the foundation everything else stands on.
We start from the result. If a workflow won't move a number that matters, we recommend not building it.
Precise workflows that pull only the data each step needs. Lower cost, fewer hallucinations, less dependence on any one model.
We refine with a person in the loop until the system reliably hits the target. No big-bang launches.
Systems drift as operations change. Plumb keeps every agent true — and when you're ready, your own team takes the wheel.
Every agent is assigned a QA tier by impact and verifiability — from anomaly monitoring to independent human review.
Prompts, rules and operational context updated as your programs, service levels and seasons change.
The next workflows to build surface from the system itself — not a new sales cycle.
Documented, owned by you and readable by your team — so it can run without us.