SHORT DEMO · STEP 3 / 4 · Simulated data
Supporting evidence
Additional client work is reducing profitability
DEC-FIN-004 · REVENUE LEAKAGE
Simulated demonstration dataAdditional client work is reducing profitability
Decision: Is additional delivery work reflected in pricing and invoices?
Financial impact
$420,000
Annualized delivery-cost exposure · not guaranteed savings
Evidence
Strong Supporting Evidence
33 source records
Recommendation
Review pricing, scope and delivery processes, prioritizing recurring margin gaps.
Assumptions, risks & what would change the recommendation
Assumptions
- Fictional records are internally consistent; validate real contracts and usage before acting
Key risks
- Customer dissatisfaction
- Contractual limitations
- Retention risk
- Administrative effort
Would change it
- Some additional hours may be internal inefficiency rather than customer scope
- Customers may reject change orders
A · The Discovery · Original Finding
$420,000
Revenue leakage · Annualized
- Finding ID
- DEC-FIN-004
- Dataset version
- BL-DEMO-2026-10-V1
- Analysis timestamp · UTC
- 2026-10-28T18:10:00Z
- Calculation version
- BL-FIN-V1
Contracts · Time tracking · Invoicing
The Business Question
Is additional delivery work reflected in pricing and invoices?
B · What the ERP Shows
Contracts
Customers active
Project management
Work delivered
Invoicing
Retainers billed
Time tracking / Payroll
Additional hours worked
C · What Decidian Connects
33 fictional source records · stable identifiers
View detailed evidence
| Record ID | Source system | Original values |
|---|---|---|
| CT-CL-0016 | Contracts |
|
| TIME-CL-0016 | Time tracking |
|
| BILL-CL-0016 | Invoicing |
|
| CT-CL-0003 | Contracts |
|
| TIME-CL-0003 | Time tracking |
|
| BILL-CL-0003 | Invoicing |
|
| CT-CL-0124 | Contracts |
|
| TIME-CL-0124 | Time tracking |
|
| BILL-CL-0124 | Invoicing |
|
| CT-CL-0055 | Contracts |
|
| TIME-CL-0055 | Time tracking |
|
| BILL-CL-0055 | Invoicing |
|
| CT-CL-0037 | Contracts |
|
| TIME-CL-0037 | Time tracking |
|
| BILL-CL-0037 | Invoicing |
|
| CT-CL-0086 | Contracts |
|
| TIME-CL-0086 | Time tracking |
|
| BILL-CL-0086 | Invoicing |
|
| CT-CL-0097 | Contracts |
|
| TIME-CL-0097 | Time tracking |
|
| BILL-CL-0097 | Invoicing |
|
| CT-CL-0079 | Contracts |
|
| TIME-CL-0079 | Time tracking |
|
| BILL-CL-0079 | Invoicing |
|
| CT-CL-0093 | Contracts |
|
| TIME-CL-0093 | Time tracking |
|
| BILL-CL-0093 | Invoicing |
|
| CT-CL-0035 | Contracts |
|
| TIME-CL-0035 | Time tracking |
|
| BILL-CL-0035 | Invoicing |
|
| CT-CL-0044 | Contracts |
|
| TIME-CL-0044 | Time tracking |
|
| BILL-CL-0044 | Invoicing |
|
D · What Decidian Discovers
Eleven accounts require delivery work beyond contracted hours without consistent pricing or invoicing adjustments.
Strong Supporting Evidence
E · Financial Calculation
$420,000
Revenue leakage · Annualized
5250 extra hours × $80 = $420000 delivery-cost exposure. List-rate unbilled services: hours × $150 = $787500. Eligible change-order hours × bill rate × 50% acceptance = $290250 potential recoverable benefit, not all labor expense.
Baseline decision: Implement targeted improvement
Implementation: $20,000
Modeled first-year net benefit: $132,381
Ongoing annualized benefit: $203,175
Original financial impact is not itself a guaranteed net benefit. Timing, realization and implementation are modeled separately.
Assumptions
- Fictional records are internally consistent; validate real contracts and usage before acting
F · Recommendation
Review pricing, scope and delivery processes, prioritizing recurring margin gaps.
G · Risks and Trade-Offs
- Customer dissatisfaction
- Contractual limitations
- Retention risk
- Administrative effort
What Could Change This Conclusion?
- Some additional hours may be internal inefficiency rather than customer scope
- Customers may reject change orders
H · Next Decision
Optional review sends these fictional records to the existing Decidian connection; it may take 1–2 minutes.
