The problem
Everyone's selling AI. Here's where it actually pays off.
Not in replacing your plant manager — in deleting his busywork. AI is the next step of automation: it reaches the human steps physical automation never could. The steps with patterns. The steps nobody misses.
Timesheets → ERP
PO / invoice three-way match
Inventory reconciliation
Quote & order entry
Work-order status reporting
Automate the step. Review only the exceptions.
The 95/5 pattern
The routine runs. The exceptions come to you.
Our builds follow one reliable pattern: AI handles the routine — most of the volume, most days — and routes anything unusual to your people. Knowing which steps can run unattended and which need a human gate is the actual product. That judgment comes from having run operations, not from a demo.
The pattern, by the numbers
Most of it runs unattended.
AI clears the routine volume; anything unusual gets a human gate. Automate the step, review only the exceptions.
Capabilities
What we do here
- AI-readiness assessment (what your data can support today)
- ROI roadmap (which steps, in what order — and which to skip)
- Workflow automation builds (the 95/5 pattern, in production)
- GenAI & agentic implementation (where it earns its keep)
- Training & adoption (your team runs it after we leave)
Pick the workflow that hurts.
A Scope Assessment around one workflow tells you what automation would pay there — fixed fee, roadmap you keep.