Automation isn't binary. Organizations sit on a curve, and knowing where you are tells you the next highest-leverage move — not the flashiest one.
The five stages
- Manual — work depends on people remembering to do it. Errors and bottlenecks are routine.
- Ad hoc — a few automations exist, usually in marketing or notifications, built by whoever needed them.
- Core — important processes (onboarding, invoicing, follow-ups) are automated and reliable.
- Managed — automation spans departments and is integrated across systems.
- Optimized — automation is continuously measured and improved; it's how the business operates, not a project.
Find your stage honestly
Most companies overestimate. The test: if a key person took a two-week vacation, which processes would quietly stop? Those are still manual, whatever the tooling suggests.
The highest-ROI move
Don't chase the most advanced automation — chase the highest-volume manual workflow you have. Automating one high-frequency process beats automating five rare ones. Fix data reliability first; automating bad data just produces wrong answers faster.
The Technology Physical scores your automation and integration posture and flags exactly where the manual load concentrates.