Workflow first
We start from the actual process, not from a tool. The goal is to find the bottleneck that is expensive enough to fix.
For US SMB operations
I help SMB teams map painful workflows, decide where AI or custom software makes sense, then build the internal tools and automations that remove the recurring drag.
Book a free 30-min callWe start from the actual process, not from a tool. The goal is to find the bottleneck that is expensive enough to fix.
AI is used for reading, classifying, drafting, routing or deciding when simple rules are not enough.
The output can be an internal tool, dashboard, automation, agent workflow or hybrid system.
The first call is free. We decide whether the next step is an audit, a direct scope or nothing.