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
13 RecipesBanking
Delinquency, vintages and monitoring features at account-day grain, with the identity and consent Recipes a regulated customer view depends on.
Build something that is not there yet 13
Produce the trial balance and close pack as code
When the close pack is rebuilt by hand in a spreadsheet every period.
- Transformation
- Finance
Allocate cloud and platform spend to teams and flag untagged cost
When the cloud bill grew sharply month over month and nobody can attribute the increase to a team or product.
- Governance and cost
- IT and FinOps
Measure SaaS license utilization and shelfware before renewal
When a SaaS renewal is due in weeks and nobody knows how many of the paid seats are actually used.
- Governance and cost
- IT and FinOps
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
Resolve B2B account hierarchies and roll measures to the ultimate parent
When revenue by customer is split across a dozen subsidiaries and nobody sees the group total.
- Transformation
Build retention cohorts and a churn feature table
When "what's our churn rate" gets three different answers depending on who is asked.
- Transformation
Score customers with RFM and maintain segments incrementally
When segmentation runs in an analyst's notebook and nobody else can rerun it.
- Transformation
Normalize multi-currency amounts to a reporting currency with as-of rates
When reports mix currencies because each source system stored whatever rate it had on hand.
- Transformation
Build the calendar and fiscal-period dimension every mart shares
When week boundaries differ between two reports because each model computes its own calendar logic.
- Transformation
Build loan delinquency roll-rates and vintage curves
When roll-rates get rebuilt every quarter from a query nobody on the current team owns.
- Transformation
- Banking
Build AML monitoring features at account-day grain
When the monitoring vendor wants governed features and the team hand-writes them with no tests behind them.
- Transformation
- Banking