Manufacturing Autonomy: Ready, Not Ready, or Almost There?

Most processes follow a documented standard operating procedure (SOP)

Different shifts or operators sometimes handle the same task differently

At least one critical process exists mainly as tribal knowledge, not documentation

Usually traces back to one clear step

Takes checking multiple shifts or batches

Sometimes the cause isn't found before the line restarts

Your team fixes it after it's already caused downtime

Your field technicians rely more on experience than on sensor data to diagnose it

The same failure has recurred on that machine before

At least one step has no backup process

One machine going down would stop the whole line

Losing one key person would be a real problem

A mix of older and newer machines

Some machines already produce usable digital data

Newer equipment was added in the last 2–3 years

Yes, but not everyone uses it

Yes, and it's still in use today

No, this would be the first time

There's a known process, even if slow

Approvals haven't caused major delays before

Safety/compliance would need to be looped in from day one

Under a month

About a quarter, with planning and approvals

Longer — procurement or capital approval is usually involved

They taught us something, even without big results

We want the next one to actually deliver

Leadership is looking for the next thing to try

There's a defined process, even if it takes time

Past vendor relationships have generally worked out well

Decisions can move quickly when there's a clear champion

There's room to iterate before declaring success or failure

Leadership has backed similar initiatives through early setbacks before

The team would be trusted to adjust the approach without starting over

Wins and results are reported up, but not consistently

There's a regular channel to share plant-level results

Leadership already pays close attention to what happens here