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
21 RecipesManufacturing
Equipment effectiveness, downtime reasons and the material master, plus the procurement and currency Recipes a plant estate needs around them.
Build something that is not there yet 21
Produce the trial balance and close pack as code
When the close pack is rebuilt by hand in a spreadsheet every period.
- Transformation
- Finance
Age receivables and compute DSO from open invoices as of any date
When the aging report is rebuilt by hand each month and never reconciles to the ledger.
- Transformation
- Finance
Age payables from open items as of any date and reconcile the total
When AP can't say how much sits past terms without pulling a manual extract from the ledger.
- Transformation
- Finance
Detect duplicate invoice candidates from explicit matching rules before payment
When AP paid a duplicate invoice and only found out after the payment run cleared.
- Data quality
- Finance
Compare budget and forecast to actuals at cost-center grain
When the budget lives in a spreadsheet and variance analysis is a monthly copy-paste exercise.
- Transformation
- Finance
Generate the revenue-recognition schedule and deferred-revenue roll-forward from contracts
When contracts, invoices, and recognized revenue live in three systems and the deferred-revenue roll-forward doesn't tie.
- Transformation
- Finance
Build the headcount balance and its monthly roll-forward
When HR, finance, and the board deck each report a different headcount for the same date.
- Transformation
- People
Measure attrition and tenure by hire cohort
When leadership asks whether attrition is rising and where, and the answer takes a week to produce.
- Transformation
- People
Reconcile payroll to the general ledger every pay period
When payroll expense in the GL doesn't match the payroll register and nobody can say why by how much.
- Transformation
- People
Snapshot the opportunity pipeline daily and measure stage conversion and slippage
When pipeline coverage changes every time someone re-runs the CRM report because history isn't kept.
- Transformation
- Revenue operations
Tie bookings to billings to cash and classify every break
When sales, finance, and the bank each report a different number for the same quarter's business.
- Transformation
- Revenue operations
Compute quota attainment and commission-eligible bookings from explicit plan rules
When comp plans are calculated in spreadsheets and a payout dispute surfaces after the fact.
- Transformation
- Revenue operations
Reconcile inventory positions across warehouse, ERP, and physical counts
When on-hand quantity disagrees between the warehouse system and the ERP and nobody notices until the annual count.
- Transformation
- Supply chain and operations
Measure on-time-in-full delivery by customer, carrier, and plant
When customers complain about late deliveries but OTIF differs depending on who computes it.
- Transformation
- Supply chain and operations
Build the procurement spend cube and flag off-contract spend
When procurement can't answer how much the company spends with a vendor across entities without a manual pull.
- Transformation
- Supply chain and operations
Conform product and SKU hierarchies across systems
When category roll-ups never agree because the ERP, the e-commerce platform and the marketing catalog each keep their own hierarchy.
- 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
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 overall equipment effectiveness and a downtime Pareto
When OEE comes from a spreadsheet a shift supervisor fills in by hand.
- Transformation
- Manufacturing