The method
Processes are not patched. They are reforged.
Every engagement follows DMAIC, the improvement cycle used on factory floors and bank back offices for thirty years. The first three steps have nothing to do with software. They decide what the software should even be.
Five steps. AI enters at the fourth.
Define
We scope the process, name its owner, and agree what better means in dollars and hours. No vague goals survive this step.
Measure
We map the current state. Every handoff, every wait, every rework loop gets counted. Most clients see their own process clearly for the first time here.
Analyse
We find the constraint. In a typical back office, most cycle time is waiting, not working. What should be deleted gets deleted now.
Improve
Only here does AI enter. We redesign the flow, then build an agent for the work that genuinely needs intelligence. It arrives with guardrails, tests, and monitoring, because software that cannot be observed cannot be trusted.
Control
We instrument the new process so the gains hold after we leave. Dashboards, alerts, and a monthly review.
Inside an engagement
What the work actually looks like.
The workshop
The people who run the process map it together: operations, IT, policy, sales, in one room. The value stream goes up on the wall, step by step, viewed backwards from what the customer gets. Most teams see their own process whole for the first time here.
The measurement
We measure error levels and variation, then hunt the three value destroyers: waste in its eight forms, variation that produces defects, and inflexibility that cannot absorb change. Metrics get audited too. One client reported a 4 hour approval time. The real figure, measured door to door, was 5.5 days.
The sign-off
The redesigned process is checked for robustness against risk, demand swings, and compliance before anyone signs it. What you approve is a tested design and a roadmap, not a slide of intentions.
A note on honesty
Sometimes the answer is not AI.
Our founder once cut a bank’s loan approval time from 5.5 days to 3.5 hours with no technology at all. The fix was the process itself. If that is true for you, we will tell you, and the audit will have paid for itself.