USE CASES
Different businesses.
Different questions.
Late collections, missing shipments, falling margins. Explore where DBeater could help in your own business.
These examples illustrate possible use cases, not actual customer results. Business definitions and rules are validated with your organization's data.
01FINANCE & MANAGEMENT
Sales are up. Why are collections behind?
Review invoice, collection and accounting records together. Find the period, branch or transaction where a difference began.
Which branches saw collections fall?
Which completed services haven't been invoiced?
Where do actual results differ from the budget?
Invoices · Collections · AccountingFinance can open the records behind a difference and follow the issue through to resolution.
02OPERATIONS & COMMERCE
Payment received. Has the order shipped?
Connect orders, payments, stock and delivery records. Investigate missing or late steps through the order they belong to.
Which paid orders haven't shipped?
Has an invoice arrived for the goods received?
Which channel saw its cancellation rate change?
Orders · Payments · DeliveriesSee where an order is waiting, how long it has been delayed and who should handle it.
03STORE & COMMERCIAL PERFORMANCE
Sales are rising. What about profit?
Review sales, campaigns, returns and stock together. Even when total revenue looks healthy, see which stores have lost margin.
Which campaign grew sales but reduced profit?
Which stores have the most returns?
Which product group would a price change affect?
Sales & campaigns · Stock · Returns & costsEvaluate campaign, pricing and stock decisions at the store and product-group level.
04MANUFACTURING & INDUSTRY
Targets met. Why are costs rising?
Review production, materials, quality, maintenance and energy records together. Investigate waste, downtime and rising costs by line, shift or product family.
Which shifts saw more waste?
Do production records match stock receipts?
Where did energy use per unit increase?
Production & quality · Maintenance · Costs & energyDifferent signs of the same problem can be brought into one investigation. Each team works from the relevant records.
05ENERGY & FIELD OPERATIONS
Meter read. Was the next step completed?
Track meter readings, consumption, work orders, maintenance and billing together. Find missing invoices or overdue field work in the relevant area.
Which meter readings haven't been billed?
Which areas have overdue field work?
Are any steps pending in maintenance records?
Meters & consumption · Work orders · BillingSupports decisions in revenue and field operations. It does not control the grid or physical equipment.
06MULTI-BRANCH EDUCATION OPERATIONS
What changed, and at which branch?
Review enrollments, classes, attendance and collections together. Compare branches using the same definitions your team has agreed on.
How did class cancellations change by branch?
Where did enrollment-to-payment conversion fall?
Which classes have different attendance patterns?
Enrollments · Classes & attendance · Installments & collectionsSee which branch and period a change began in, then take the investigation further.
07SERVICE & REVENUE CYCLE
Service completed. Was it invoiced?
Find missing steps between appointments, services, invoices and collections. Follow revenue-cycle gaps and open operational work through the relevant records.
Is there an invoice for the completed service?
Was the expected result recorded?
Do claimed and collected amounts match?
Services · Billing · CollectionsMissing records are presented for operational review. This use case does not involve clinical diagnosis or treatment decisions.
08DATA INFRASTRUCTURE & GOVERNANCE
Your team asks. You can verify.
While business teams ask their own questions, you can inspect connections, definitions, permissions and the queries being run.
Which source table does this metric use?
Which relationships still need confirmation?
Which answers could a schema change affect?
Schema & catalog · Business definitions · Access policiesInspect the source and query behind an answer. Review the effects of changes to the data structure.
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