The pattern most teams miss
AI only pays off when it lives inside a real workflow.
Licences, subscriptions, and demos do not save anyone time. Automation inside a recurring process does. We start with the work your team already repeats, then pick the tool.
01Most AI spend is wasted
Seats sit unused. Copilot licences get assigned before permissions are cleaned up. Teams test three tools and ship none of them.
02Workflow beats tool
We pick the right tool per workflow. Copilot inside Microsoft 365, OpenAI for broad reasoning, Claude for long documents, custom agents where many systems meet.
03Measured in hours, not hype
Every engagement baselines the current work and measures post-launch hours saved. The output is a number a board can read.