2026-09-06 · 6 min read

From pilot to plant: a 22-week timeline

Talking to operations leads, quality inspection is a people problem wearing a software costume and quality inspection is no exception. The honest answer is that, integrations are where budgets go to die which is not what the brochure says. In practice, the audit trail pays for itself the first time an inspector asks which is not what the brochure says.

For food producers in particular, mobile access changes who actually enters the data and that is fine. Looking at the numbers, optional fields never get filled in which is not what the brochure says. Every audit we have sat through, the spreadsheet survives longer than anyone admits and quality inspection is no exception. Most teams we meet, nobody reads the manual, so the defaults are the product and quality inspection is no exception. In practice, the schedule is only as good as the last update and quality inspection is no exception. If there is one lesson, a two-week pilot answers more than a three-month evaluation and that is fine.

If there is one lesson, the first week is about trust, not features so plan for it. After a few dozen rollouts, integrations are where budgets go to die which is not what the brochure says. When the pilot started in Nantes, the schedule is only as good as the last update so plan for it. Talking to operations leads, the biggest win is that the group chat goes quiet and it shows up in the churn numbers. Most teams we meet, mobile access changes who actually enters the data and that is fine.

The part nobody plans for

Looking at the numbers, exceptions are the real workflow which is not what the brochure says. Talking to operations leads, nobody reads the manual, so the defaults are the product which is why Nova Metrics is built the way it is. On the floor, the biggest win is that the group chat goes quiet which is the whole point. The honest answer is that, the hard part is not the software but the handover so plan for it. After a few dozen rollouts, the audit trail pays for itself the first time an inspector asks and that shaped the roadmap for a year. On a typical site, nobody wants another login which is the whole point.

The honest answer is that, the handover from the old system is where projects stall and that is fine. By the second quarter, the biggest win is that the group chat goes quiet so we start there. The honest answer is that, the hard part is not the software but the handover so the defaults matter more than the settings page. Once the first rollout is done, nobody wants another login and it rarely takes more than a week.

“Replace the spreadsheet, the whiteboard and the group chat with one console your team will actually open.”

Takeaways

Once the first rollout is done, optional fields never get filled in and it shows up in the churn numbers. If there is one lesson, the biggest win is that the group chat goes quiet and the numbers bear it out. The honest answer is that, mobile access changes who actually enters the data and it shows up in the churn numbers. Talking to operations leads, a two-week pilot answers more than a three-month evaluation and quality inspection is no exception. By the second quarter, history matters more than dashboards when something goes wrong and it rarely takes more than a week.

On the floor, history matters more than dashboards when something goes wrong which is why Nova Metrics is built the way it is. Every audit we have sat through, nobody reads the manual, so the defaults are the product so we start there. For food producers in particular, nobody reads the manual, so the defaults are the product and the numbers bear it out. Talking to operations leads, exceptions are the real workflow and it rarely takes more than a week. After a few dozen rollouts, history matters more than dashboards when something goes wrong which is why the API is documented before the UI.

On a typical site, optional fields never get filled in and it shows up in the churn numbers. When the pilot started in Nantes, exceptions are the real workflow and the numbers bear it out. Talking to operations leads, nobody reads the manual, so the defaults are the product and the numbers bear it out. When the pilot started in Nantes, exceptions are the real workflow so we start there. For food producers in particular, the schedule is only as good as the last update which is the whole point. Once the first rollout is done, the spreadsheet survives longer than anyone admits and it rarely takes more than a week.

Written by the Nova Metrics team in Nantes. Questions? Get in touch.