Tie the general ledger to its subledgers and classify every break
When month-end stalls every period because the GL doesn't tie to the AR and AP subledgers.
- Transformation
- Finance
Industry
5 RecipesInsurance
Accident and development periods, and the reporting conventions that make a claims triangle reproducible rather than merely plausible.
Build something that is not there yet 5
Standardize names and addresses and mint deterministic match keys
When the same customer appears three different ways across systems and mail bounces on half the addresses.
- Transformation
Deduplicate customers into a golden record with a source crosswalk
When three source systems each carry their own customer id and every report double-counts the same person.
- Transformation
Compute historical customer lifetime value with margin
When the acquisition-payback conversation lacks an LTV figure anyone trusts.
- Transformation
Build paid and incurred claims loss triangles by accident and development period
When actuarial rebuilds the triangles from a fresh claims extract every quarter.
- Transformation
- Insurance