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DEC-FIN-016 · INCREMENTAL PROFIT OPPORTUNITY

Simulated demonstration data

Contract pricing optimization

Decision: What supports contract pricing optimization?

Financial impact

$380,000

Annualized

Evidence

Additional Verification Needed

39 source records

Recommendation

Validate the supporting records and evaluate a targeted contract pricing optimization improvement before committing.

Assumptions, risks & what would change the recommendation

Assumptions

  • $4,000K legacy-priced revenue × 10% increase × (1 − 5% expected loss)
  • Original baseline assumptions; revised scenarios do not overwrite this finding
  • Related opportunities may overlap and must not be added without deductions

Key risks

  • Customer or team disruption
  • Implementation costs may exceed benefit
  • Assumed improvements may not be realized

Would change it

  • Existing contracts or operational requirements may explain the apparent gap
  • Realization rates require a measured pilot
Stress-test this decision Full evidence

A · The Discovery · Original Finding

$380,000

Incremental profit opportunity · Annualized

SIMULATED DEMONSTRATIONAdditional Verification Needed
Finding ID
DEC-FIN-016
Dataset version
BL-DEMO-2026-10-V1
Analysis timestamp · UTC
2026-10-28T18:10:00Z
Calculation version
BL-FIN-V1

Contracts / Project accounting · Financial planning

The Business Question

What supports contract pricing optimization?

B · What the ERP Shows

ERP / CRM

Accounts, commitments and activity are recorded

Accounting

Revenue and recurring costs are tracked

Operational records

Delivery, usage and collection records add context

C · What Decidian Connects

Contracts / Project accountingFinancial planningFinancial calculation

39 fictional source records · stable identifiers

View detailed evidence
Record IDSource systemOriginal values
CL-0005Contracts / Project accounting
revenue:
56,400
delivery Cost:
38,678
margin:
0.31
actual Hours:
483
CL-0014Contracts / Project accounting
revenue:
224,400
delivery Cost:
153,525
margin:
0.32
actual Hours:
1,919
CL-0018Contracts / Project accounting
revenue:
108,000
delivery Cost:
73,705
margin:
0.32
actual Hours:
921
CL-0019Contracts / Project accounting
revenue:
235,200
delivery Cost:
177,453
margin:
0.25
actual Hours:
2,218
CL-0028Contracts / Project accounting
revenue:
69,600
delivery Cost:
48,220
margin:
0.31
actual Hours:
603
CL-0029Contracts / Project accounting
revenue:
186,000
delivery Cost:
127,470
margin:
0.31
actual Hours:
1,593
CL-0033Contracts / Project accounting
revenue:
127,200
delivery Cost:
93,649
margin:
0.26
actual Hours:
1,171
CL-0034Contracts / Project accounting
revenue:
37,200
delivery Cost:
27,856
margin:
0.25
actual Hours:
348
CL-0036Contracts / Project accounting
revenue:
165,600
delivery Cost:
116,853
margin:
0.29
actual Hours:
1,461
CL-0043Contracts / Project accounting
revenue:
110,400
delivery Cost:
73,348
margin:
0.34
actual Hours:
917
CL-0045Contracts / Project accounting
revenue:
102,000
delivery Cost:
76,798
margin:
0.25
actual Hours:
960
CL-0046Contracts / Project accounting
revenue:
36,000
delivery Cost:
27,035
margin:
0.25
actual Hours:
338
CL-0047Contracts / Project accounting
revenue:
230,400
delivery Cost:
174,148
margin:
0.24
actual Hours:
2,177
CL-0048Contracts / Project accounting
revenue:
30,000
delivery Cost:
21,964
margin:
0.27
actual Hours:
275
CL-0051Contracts / Project accounting
revenue:
28,800
delivery Cost:
20,362
margin:
0.29
actual Hours:
255
CL-0054Contracts / Project accounting
revenue:
26,400
delivery Cost:
19,028
margin:
0.28
actual Hours:
238
CL-0057Contracts / Project accounting
revenue:
56,400
delivery Cost:
38,178
margin:
0.32
actual Hours:
477
CL-0058Contracts / Project accounting
revenue:
37,200
delivery Cost:
27,008
margin:
0.27
actual Hours:
338
CL-0060Contracts / Project accounting
revenue:
216,000
delivery Cost:
157,907
margin:
0.27
actual Hours:
1,974
CL-0062Contracts / Project accounting
revenue:
81,600
delivery Cost:
55,035
margin:
0.33
actual Hours:
688
CL-0063Contracts / Project accounting
revenue:
142,800
delivery Cost:
105,385
margin:
0.26
actual Hours:
1,317
CL-0066Contracts / Project accounting
revenue:
42,000
delivery Cost:
29,632
margin:
0.29
actual Hours:
370
CL-0067Contracts / Project accounting
revenue:
39,600
delivery Cost:
26,587
margin:
0.33
actual Hours:
332
CL-0073Contracts / Project accounting
revenue:
90,000
delivery Cost:
66,713
margin:
0.26
actual Hours:
834
CL-0077Contracts / Project accounting
revenue:
146,800
delivery Cost:
109,600
margin:
0.25
actual Hours:
1,370
CL-0078Contracts / Project accounting
revenue:
168,000
delivery Cost:
112,085
margin:
0.33
actual Hours:
1,401
CL-0089Contracts / Project accounting
revenue:
40,800
delivery Cost:
28,975
margin:
0.29
actual Hours:
362
CL-0090Contracts / Project accounting
revenue:
105,600
delivery Cost:
75,503
margin:
0.29
actual Hours:
944
CL-0096Contracts / Project accounting
revenue:
166,800
delivery Cost:
112,434
margin:
0.33
actual Hours:
1,405
CL-0098Contracts / Project accounting
revenue:
49,200
delivery Cost:
35,624
margin:
0.28
actual Hours:
445
CL-0099Contracts / Project accounting
revenue:
201,600
delivery Cost:
135,641
margin:
0.33
actual Hours:
1,696
CL-0101Contracts / Project accounting
revenue:
212,400
delivery Cost:
155,781
margin:
0.27
actual Hours:
1,947
CL-0103Contracts / Project accounting
revenue:
81,600
delivery Cost:
59,896
margin:
0.27
actual Hours:
749
CL-0107Contracts / Project accounting
revenue:
27,600
delivery Cost:
20,910
margin:
0.24
actual Hours:
261
CL-0113Contracts / Project accounting
revenue:
56,400
delivery Cost:
38,739
margin:
0.31
actual Hours:
484
CL-0116Contracts / Project accounting
revenue:
69,600
delivery Cost:
48,622
margin:
0.3
actual Hours:
608
CL-0121Contracts / Project accounting
revenue:
127,200
delivery Cost:
87,296
margin:
0.31
actual Hours:
1,091
CL-0125Contracts / Project accounting
revenue:
67,200
delivery Cost:
50,350
margin:
0.25
actual Hours:
629
FM-OP-1Financial planning
baseline Revenue:
12,800,000
clients:
125
employees:
72
avg Client Revenue:
102,400
target Utilization:
0.8

D · What Decidian Discovers

Contract pricing optimization becomes visible when operating records are considered alongside financial assumptions.

Additional Verification Needed

E · Financial Calculation

$380,000

Incremental profit opportunity · Annualized

$4,000K legacy-priced revenue × 10% increase × (1 − 5% expected loss)

Baseline decision: Implement targeted improvement

Implementation: $20,000

Modeled first-year net benefit: $179,500

Ongoing annualized benefit: $266,000

Original financial impact is not itself a guaranteed net benefit. Timing, realization and implementation are modeled separately.

Assumptions

  • $4,000K legacy-priced revenue × 10% increase × (1 − 5% expected loss)
  • Original baseline assumptions; revised scenarios do not overwrite this finding
  • Related opportunities may overlap and must not be added without deductions

F · Recommendation

Validate the supporting records and evaluate a targeted contract pricing optimization improvement before committing.

G · Risks and Trade-Offs

  • Customer or team disruption
  • Implementation costs may exceed benefit
  • Assumed improvements may not be realized

What Could Change This Conclusion?

  • Existing contracts or operational requirements may explain the apparent gap
  • Realization rates require a measured pilot

H · Next Decision

TEST THIS DECISION

Optional review sends these fictional records to the existing Decidian connection; it may take 1–2 minutes.

All findings
Three departments are paying for overlapping softwareVendor charges may not match contract termsTechnology spending is growing faster than usageAdditional client work is reducing profitabilityStrong campaign metrics can hide low-profit customersRevenue growth is not translating into cash at the same rateRevenue growth is masking declining profitabilityRenewal timing can lock in unnecessary costSales growth forecasts conflict with delivery capacityActive accounts can still need retention attentionHigh-intent leads have slower follow-upUnderperforming client contractsSoftware & vendor wasteSales-to-operations misalignmentDelayed collectionsContract pricing optimizationImproved sales conversionClient retention improvementsResource utilization improvements

Money you could save

$286K

Gross avoidable annual expenses before timing and costs

Money you may be losing

$420K

Unbilled delivery-cost exposure, within $780K total leakage

Money you could make

$1.24M

Gross existing financial opportunities before overlap and realization

Money at risk

$840K

Annual contract revenue exposed, not a forecast of loss

Different financial categories; may overlap and are never added together. All figures are simulated.

What doesn't add up?

Sales forecast

Healthy growth pipeline

Delivery capacity

Limited sustainable staff capacity

Growth may require labor costs missing from the original forecast.

Department budgets

Software spend within limits

Vendor utilization

Capabilities overlap across teams

Budget compliance may mask company-wide savings.

CRM

Customer remains active

Customer experience

Delays, complaints and falling engagement

An active account can still need retention attention.

Neither source must be wrong. The tension becomes visible when their information is considered together.

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