Operations watchdog for vocational training providers
A missing attendance signature, a session starting below break-even, an EDOF file not declared in time: in training, incidents are administrative and silent — until a payment is blocked or an audit lands. The watchdog monitors your sessions and files continuously.
In your day-to-day
- 01
Alert on missing attendance signatures by the end of the half-day, while learners are still reachable.
- 02
Flagging EDOF files in anomaly: course entry not declared, exit not recorded, service-completion pending.
- 03
Detecting under-filled sessions at D-15, while there is still time to cancel, postpone or fill.
A typical scenario
A provider running fifteen sessions in parallel, across digital attendance, EDOF files and freelance trainers. Gaps in the files used to surface at month-end — sometimes at the audit.
- 01
On the morning of a session, the assigned trainer’s calendar does not match the schedule: flagged at 7:30, while a replacement is still possible.
- 02
A session ends without the hot evaluations being sent: immediate reminder — that is a Qualiopi proof you cannot reconstruct after the fact.
- 03
A CPF learner accumulates two half-days of absence: alert before the drop-out turns into a pro-rata clawback.
What changes
Non-conformities get fixed the same day, while learners are reachable and facts are fresh — nothing piles up until the audit anymore.
Order of magnitude
Working assumptions
- →an average CPF file around €1,500, whose payment blocks on a late completion declaration
- →daily checks by the watchdog versus a monthly manual review
Anomaly detection drops from about three weeks to under 24 hours — and every blocked file avoided is a payment in the order of €1,500 arriving on time.
Indicative estimate built on average sector assumptions — it gets recalibrated on your actual volumes during scoping.
What eats your days
- →
Every session generates its paperwork — invitations, attendance sheets, completion certificates — and one missing document is enough to block an OPCO payment.
- →
Funding arrives late: OPCO subrogation, CPF balances via the Caisse des Dépôts, companies waiting for the certificate — and chasing always comes after teaching.
- →
The BPF report and the Qualiopi surveillance audit are prepared in a rush, reconstructing evidence that should have been filed all year.
How it works
- 1
Continuous watch over your flows
Stock, orders, deliveries, payments, queues, systems: the watchdog reads your tools continuously and learns each flow’s normal behaviour.
- 2
Signal, not noise
A seasonal variation is not an anomaly. The watchdog qualifies each gap — normal, watch, incident — and only alerts when action is useful. That triage is what keeps alerts trusted.
- 3
The right person, with context
The alert reaches the person who can act, with the diagnosis: what, since when, how big, and first leads. Escalation is automatic if nobody acknowledges.
Typical results
4 min
from anomaly to alert, observed in production
24/7
watching, nights and weekends included
÷10
alert volume, thanks to signal/noise triage
Orders of magnitude observed in production; your diagnostic sets your own baseline and targets.
Frequently asked questions
Can it chase a learner who has not signed the attendance sheet?+
If you authorise it: a same-day reminder to the learner or trainer with the signature link. The signature remains the learner’s — the agent only makes sure it is not missing from the file.
Which tools does the watchdog read?+
Your training-management tool, EDOF, your digital attendance platform and your session calendars. Without integration, it works from exports — what matters is the checking frequency, not the technology.
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