Most of the value is decided before anything is built.
Three stages, deliberately uneven. A solution is only as good as the understanding behind it.
Discovery
Where most of the value is decided.
We learn how you work, then let AI absorb the busywork.
Discovery may find a workflow should not be automated. That is a valid outcome.
Build
Extend
A working demo can come early when it helps you see the value. Never a substitute for discovery.
What the work can turn into.
Three levels. Not a ladder to climb. Which one fits is set by the workflow, not by ambition.
Connect
Predictable tasks with one right answer.
Assist
Judgment needed, so a person stays in.
Act
Work moves across tools without handoffs.
Plenty of workflows are fully served at Level 1.
If existing tools cover most of it, customize the edges.
What changes with company size.
Size does not set the level. Any size can land at any level.
Nobody maintains software, so low upkeep beats capability.
Several teams share it, so documentation and access matter.
Governance and data rules mean approval outlasts the build.
Keeping it right-sized.
These tools change quickly. The best solution today may not be the best one in six months. Part of ongoing support is telling you when something you pay for can be simplified, replaced by a standard feature, or removed. It cuts both ways. Sometimes the answer is less, not more.
Scope and cost come after discovery.
No figures until we both know what the work is.