GISA, GAA and AMF: turning regulatory reporting into an operational given
When regulatory data is rebuilt by hand every quarter, compliance becomes a race. Structuring the data upstream costs less than the end-of-period scramble.

When regulatory data is rebuilt by hand every quarter, compliance becomes a race against the clock. The cost is not in the final delivery: it is in the hours spent reconciling numbers nobody can explain in a meeting.
Why the problem comes back every quarter
The information requirements do not change from one period to the next. What changes is the state of the data: new policies, portfolio movements, late corrections. A process that depends on a manual extract reproduces the same weaknesses at every deadline.
The three most common causes
- Data definitions that diverge between actuarial, finance and operations
- Reconciliations done by hand, with no trace of how the gaps were resolved
- Reports that cannot be replayed identically, because the rules are undocumented
What a durable set-up contains
- A shared definition of every data item used in a report, with an owner
- Automated reconciliation between source systems and deliverables
- Historisation that lets one period be compared with the previous one
- Reproducible reports, run the same way at every deadline
- An end-to-end audit trail, from source to deliverable
Where to start
- Map the required reports back to their source, rather than the other way round
- Automate the most painful reconciliations first, the ones that tie up the team at period end
- Document one rule per deliverable, at the moment it settles
Compliance then becomes an operational given: a deadline to meet, not a project to relaunch.
Written for: Finance, compliance and data leadership
Canadinsurance · 2026-10-20





