Synthetic demonstration case — calculated preview

Policy servicing and reconciliation readiness

The process takes a servicing instruction — a mid-term adjustment, a certificate, a premium or cash item — from receipt to a completed, reconciled case. Servicing technicians log and check the instruction, operations analysts correct what arrived wrong, re-enter what does not carry across a system boundary and resolve premium, cash and account exceptions, and a senior technician completes a second check where the case requires one.

Problems appear after the instruction is accepted, not before it. Corrections to what arrived wrong, the same information re-entered at a hand-off, and premium or cash exceptions that must be chased to closure create repair work, waiting and missed turnaround targets. None of it is booked anywhere.

Every figure on this page is calculated from the downloadable synthetic operational log. Nothing here is client data.

Process boundary

Process boundary

Servicing instruction received and logged to case completed and reconciled.

Calculated preview

Calculated operational baseline

ILL180 cases
Operational log rowsSYN
ILL77.78%
Service-level attainmentSYN
ILL140 cases
Within service levelSYN
ILL40 cases
Service-level breachesSYN
ILL189.8 min
Mean turnaroundSYN
ILL186 min
Median turnaroundSYN
ILL283.1 min
90th percentile turnaroundSYN
ILL328.05 min
95th percentile turnaroundSYN
ILL38.89%
First-time-rightSYN
ILL61.11%
Rework rateSYN
ILL129.33 min
Mean queue timeSYN
ILL60.47 min
Mean processing timeSYN
Mean queue time
129.33 min
Mean processing time
60.47 min
First-time-right
38.89%
Rework rate
61.11%
Defect Pareto

Where the repair work concentrates

  1. Re-keyed at a system hand-off19 cases · 47.5% (synthetic)
  2. Correction required10 cases · 25.0% (synthetic)
  3. Premium or cash exception8 cases · 20.0% (synthetic)
  4. Missing authority to proceed2 cases · 5.0% (synthetic)
  5. Duplicate instruction1 cases · 2.5% (synthetic)
Illustrative scenario

Illustrative benefit — every input stated

The arithmetic is deliberately exposed: volume, affected share, reduction, adoption and rate are stated inputs, not a black-box output.

ILL60,000 cases
Stated annual volumeSYN
ILL40%
Affected share (stated)SYN
ILL30%
Assumed reductionSYN
ILL70%
Assumed adoptionSYN
ILL28 min
Minutes saved per affected caseSYN
ILL£32
Stated hourly rateSYN
Illustrative scenario5,040 cases
Calculated affected casesSynthetic
Illustrative scenario2,352 hours
Calculated capacity releasedSyntheticCalculated preview from the stated inputs.
Illustrative scenario£75,264
Illustrative annual capacity valueSyntheticIllustrative conversion at the stated rate; realised cash depends on management action.
The economics

What the released capacity is, and what the engagement covers

Two separate facts. The capacity below is what the illustrative scenario releases in a year; the engagement beside it buys the decision and the design that would establish whether any of it is real.

Illustrative scenario£75,264
Illustrative annual capacity valueSynthetic
Illustrative scenario2,352 hours
Illustrative capacity releasedSynthetic
Illustrative scenario1.3 FTE
Illustrative capacity released, as full-time equivalentSyntheticIllustrative, on the stated inputs above. Not a forecast, not realised cash, and not a promise of savings.

Stated full-time equivalent year: 1,800 hours.

Released capacity recurs while the change is sustained — which is a thing to verify, not to assume. How realised value is verified →

What the engagement covers

The engagement covers the decision and the design: whether the workflow is worth changing, and what the pilot must prove. Implementation is scoped separately, once the intervention is selected.

The boundary

What this does not prove

  • The records are synthetic and do not describe a real client.
  • Candidate Xs are hypotheses, not validated root causes.
  • The benefit is illustrative, not realised cash.
  • Tax review and underwriting assessment are downstream professional judgements.
  • The page is a calculated preview, not a verified production run.
Inspect the example

The operational log, first rows

Every figure above is computed from the operational log below. The first rows of that log are shown here, exactly as the analysis reads them.

The operational log, first rows — 8 of 180 rows
case_idreceived_atcompleted_atturnaround_minutessla_target_minutessla_metdefect_categoryrework_countmissing_fields_countqueue_wait_minutesprocessing_minutesmanual_toucheshigh_value_flagsecondary_approval_requiredoriginator_channelfirst_time_rightoutcome_status
PSV-00012026-06-01T08:002026-06-01T12:07247240FalseDuplicate instruction12183646TrueFalseClient portalFalseCase completed and reconciled
PSV-00022026-06-01T08:372026-06-01T12:46249240FalseRe-keyed at a system hand-off12180696FalseTrueClient portalFalseCase completed and reconciled
PSV-00032026-06-01T09:142026-06-01T11:44150240TrueNo recorded defect0091593FalseFalseInsurer bordereauTrueCase completed and reconciled
PSV-00042026-06-01T09:512026-06-01T14:34283240FalsePremium or cash exception311821019FalseFalseInsurer bordereauFalseCase completed and reconciled
PSV-00052026-06-01T10:282026-06-01T14:02214240TrueRe-keyed at a system hand-off20150647TrueFalseInsurer bordereauFalseCase completed and reconciled
PSV-00062026-06-01T11:052026-06-01T14:24199240TruePremium or cash exception11119805FalseFalseInsurer bordereauFalseCase completed and reconciled
PSV-00072026-06-01T11:422026-06-01T13:49127240TrueNo recorded defect0062653FalseTrueClient portalTrueCase completed and reconciled
PSV-00082026-06-01T12:192026-06-01T14:32133240TrueNo recorded defect0069643FalseFalseInsurer bordereauTrueCase completed and reconciled

8 of the 180 synthetic rows. Every figure above is computed from all 180, not from these 8.

Downloads
Behind identification

The full worked pack

The operating procedure and the complete operational log, together. They are what rebuilds this example rather than reads it, so we ask who is asking.

  • The standard operating procedure for this workflow (PDF)
  • The complete synthetic operational log, all rows (CSV)

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