The fourth step is the one most firms skip. We stay on the system after it ships.
We work through the operation as it actually runs, not as the org chart describes it: where the exceptions live and what the manual work costs.
We redesign the processes that should not be manual before we automate anything. Automating a broken process only makes it fail faster.
AI agents, integrations, and automation that replace the manual work. The same engineers and architecture we use on our own products.
We operate the system in production and keep it working as the business changes.
Your people know where the exceptions live and why the workaround exists. We know how to turn that into software that holds up.
Anything built without both in the room does not survive contact with the real workflow.