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DEC-FIN-019 · INCREMENTAL PROFIT OPPORTUNITY

Simulated demonstration data

Resource utilization improvements

Decision: What supports resource utilization improvements?

Financial impact

$259,200

Annualized

Evidence

Additional Verification Needed

54 source records

Recommendation

Validate the supporting records and evaluate a targeted resource utilization improvements improvement before committing.

Assumptions, risks & what would change the recommendation

Assumptions

  • 72 staff × 1,800 h × 4.0 pt utilization × $50 net per redeployed hour
  • 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

$259,200

Incremental profit opportunity · Annualized

SIMULATED DEMONSTRATIONAdditional Verification Needed
Finding ID
DEC-FIN-019
Dataset version
BL-DEMO-2026-10-V1
Analysis timestamp · UTC
2026-10-28T18:10:00Z
Calculation version
BL-FIN-V1

Payroll / Time tracking · Financial planning

The Business Question

What supports resource utilization improvements?

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

Payroll / Time trackingFinancial planningFinancial calculation

54 fictional source records · stable identifiers

View detailed evidence
Record IDSource systemOriginal values
EM-001Payroll / Time tracking
salary:
86,000
utilization:
0.75
billable Hours:
1,349
EM-002Payroll / Time tracking
salary:
89,000
utilization:
0.76
billable Hours:
1,362
EM-003Payroll / Time tracking
salary:
82,000
utilization:
0.79
billable Hours:
1,415
EM-004Payroll / Time tracking
salary:
68,000
utilization:
0.78
billable Hours:
1,403
EM-006Payroll / Time tracking
salary:
85,000
utilization:
0.76
billable Hours:
1,367
EM-007Payroll / Time tracking
salary:
94,000
utilization:
0.59
billable Hours:
1,054
EM-008Payroll / Time tracking
salary:
96,000
utilization:
0.76
billable Hours:
1,362
EM-009Payroll / Time tracking
salary:
83,000
utilization:
0.79
billable Hours:
1,415
EM-010Payroll / Time tracking
salary:
93,000
utilization:
0.73
billable Hours:
1,307
EM-011Payroll / Time tracking
salary:
87,000
utilization:
0.74
billable Hours:
1,328
EM-013Payroll / Time tracking
salary:
100,000
utilization:
0.71
billable Hours:
1,287
EM-016Payroll / Time tracking
salary:
99,000
utilization:
0.62
billable Hours:
1,109
EM-017Payroll / Time tracking
salary:
82,000
utilization:
0.62
billable Hours:
1,121
EM-018Payroll / Time tracking
salary:
87,000
utilization:
0.66
billable Hours:
1,188
EM-019Payroll / Time tracking
salary:
81,000
utilization:
0.71
billable Hours:
1,270
EM-020Payroll / Time tracking
salary:
65,000
utilization:
0.7
billable Hours:
1,257
EM-021Payroll / Time tracking
salary:
105,000
utilization:
0.78
billable Hours:
1,398
EM-022Payroll / Time tracking
salary:
81,000
utilization:
0.6
billable Hours:
1,086
EM-023Payroll / Time tracking
salary:
90,000
utilization:
0.78
billable Hours:
1,408
EM-024Payroll / Time tracking
salary:
89,000
utilization:
0.77
billable Hours:
1,394
EM-025Payroll / Time tracking
salary:
85,000
utilization:
0.71
billable Hours:
1,285
EM-029Payroll / Time tracking
salary:
103,000
utilization:
0.68
billable Hours:
1,217
EM-030Payroll / Time tracking
salary:
81,000
utilization:
0.79
billable Hours:
1,425
EM-031Payroll / Time tracking
salary:
91,000
utilization:
0.65
billable Hours:
1,171
EM-032Payroll / Time tracking
salary:
94,000
utilization:
0.58
billable Hours:
1,038
EM-035Payroll / Time tracking
salary:
88,000
utilization:
0.67
billable Hours:
1,202
EM-036Payroll / Time tracking
salary:
76,000
utilization:
0.61
billable Hours:
1,100
EM-038Payroll / Time tracking
salary:
76,000
utilization:
0.69
billable Hours:
1,237
EM-039Payroll / Time tracking
salary:
86,000
utilization:
0.77
billable Hours:
1,378
EM-040Payroll / Time tracking
salary:
96,000
utilization:
0.77
billable Hours:
1,394
EM-042Payroll / Time tracking
salary:
86,000
utilization:
0.61
billable Hours:
1,097
EM-045Payroll / Time tracking
salary:
105,000
utilization:
0.7
billable Hours:
1,262
EM-046Payroll / Time tracking
salary:
82,000
utilization:
0.56
billable Hours:
1,017
EM-047Payroll / Time tracking
salary:
85,000
utilization:
0.58
billable Hours:
1,052
EM-049Payroll / Time tracking
salary:
86,000
utilization:
0.74
billable Hours:
1,339
EM-050Payroll / Time tracking
salary:
88,000
utilization:
0.76
billable Hours:
1,359
EM-051Payroll / Time tracking
salary:
88,000
utilization:
0.66
billable Hours:
1,184
EM-052Payroll / Time tracking
salary:
67,000
utilization:
0.75
billable Hours:
1,343
EM-054Payroll / Time tracking
salary:
78,000
utilization:
0.59
billable Hours:
1,060
EM-055Payroll / Time tracking
salary:
85,000
utilization:
0.8
billable Hours:
1,440
EM-056Payroll / Time tracking
salary:
95,000
utilization:
0.57
billable Hours:
1,030
EM-057Payroll / Time tracking
salary:
83,000
utilization:
0.72
billable Hours:
1,303
EM-058Payroll / Time tracking
salary:
84,000
utilization:
0.8
billable Hours:
1,433
EM-060Payroll / Time tracking
salary:
75,000
utilization:
0.72
billable Hours:
1,292
EM-061Payroll / Time tracking
salary:
105,000
utilization:
0.73
billable Hours:
1,318
EM-062Payroll / Time tracking
salary:
74,000
utilization:
0.69
billable Hours:
1,241
EM-063Payroll / Time tracking
salary:
89,000
utilization:
0.57
billable Hours:
1,032
EM-065Payroll / Time tracking
salary:
85,000
utilization:
0.71
billable Hours:
1,286
EM-067Payroll / Time tracking
salary:
88,000
utilization:
0.67
billable Hours:
1,205
EM-068Payroll / Time tracking
salary:
64,000
utilization:
0.77
billable Hours:
1,379
EM-069Payroll / Time tracking
salary:
102,000
utilization:
0.69
billable Hours:
1,237
EM-071Payroll / Time tracking
salary:
86,000
utilization:
0.62
billable Hours:
1,109
EM-072Payroll / Time tracking
salary:
98,000
utilization:
0.6
billable Hours:
1,080
FM-OP-4Financial planning
baseline Revenue:
12,800,000
clients:
125
employees:
72
avg Client Revenue:
102,400
target Utilization:
0.8

D · What Decidian Discovers

Resource utilization improvements becomes visible when operating records are considered alongside financial assumptions.

Additional Verification Needed

E · Financial Calculation

$259,200

Incremental profit opportunity · Annualized

72 staff × 1,800 h × 4.0 pt utilization × $50 net per redeployed hour

Baseline decision: Implement targeted improvement

Implementation: $20,000

Modeled first-year net benefit: $116,080

Ongoing annualized benefit: $181,440

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

Assumptions

  • 72 staff × 1,800 h × 4.0 pt utilization × $50 net per redeployed hour
  • 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 resource utilization improvements 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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