A deviation backlog
Records pile up, regulatory deadlines tighten, and the team chases the queue instead of shrinking it.
Sinfony × Académie de la Qualité Efficace
A root cause written to close the record, a CAPA with no evidence of effectiveness, and the same deviation six months later. The backlog is not the problem — it is the evidence.
We clear the queue, then fix what created it. In that order, never the other way round.
What we look at first
Three answers that decide the action plan. Rarely the ones anyone expected.
Records pile up, regulatory deadlines tighten, and the team chases the queue instead of shrinking it.
"Human error", "training gap": causes that are not causes, and that will not survive an inspector's second question.
Actions with no owner, no evidence of effectiveness, and a recurrence indicator that never comes down.
The system corrects symptoms and leaves the cause in place. While it stays, the backlog rebuilds itself.
Ambiguous fields, duplicate entries, redundant checks: the document manufactures the very errors it was meant to prevent.
Stock sits in quarantine while the approval loop runs. Every day saved is a day of working capital.
The four words the Académie de la Qualité Efficace puts behind the word "quality". They commit to a practice, not a posture.
Catching weak signals at the workstation, before they become a record.
Improving site performance, rather than stacking up controls that slow it down.
Naming the real cause, even when it points at an organisational decision.
Giving teams back the meaning that documentation overload took from their work.
Detecting, classifying and investigating — clearing the existing queue without stopping the incoming flow.
Root causes that stand up in front of an inspector, and CAPAs whose effectiveness can be demonstrated.
A document designed for the hand that fills it in: fewer entry errors, a shorter review.
Shortening the loop without giving an inch on compliance. The two are not in conflict.
Reducing cognitive load at the workstation. "Human error" is an observation, never a cause.
Indicators that trigger a decision. The rest simply clutter the management review.
Elsewhere
2 weeks
Others will try to sell you a two-week assessment.
With us
2 days
Our AI accelerators read your deviation history and your real cycle times in two days.
The output: where your deviations come from, which ones repeat, and where the days go.
2 days — €5,000
A considerable share of deviations starts with an unusable procedure or training that never landed. We cut the number of procedures, rebuild training at the workstation and speed up onboarding — with the group's method and AI accelerators.
Batch records, deviations, investigations, CAPA and change control: rare field command of the last link in the chain, in a regulated industry, by consultants who held these roles before advising on them.
Open deviations, average handling time, recurrence rate: three figures are enough to know whether we can be useful to you.