Sample record · Synthetic data

The full record, as a committee would read it.

Bayview Commons, a synthetic 48-unit acquisition, from evidence to outcome. Print it or save it as a PDF to share.

Explore it interactively
LIBA SI · Decision RecordSample · synthetic data · not investment performance

Bayview Commons

48-unit multifamily acquisition, Miami-Dade

Decision
Approved with condition
Approver
Managing Principal
Record status
Outcomes measured to month 18

1 Deal summary

Units
48
Purchase price
$14.4M
Price per unit
$300k
Renovation per unit
$25k
Exit cap rate
5.50%

2 Decision, conditions and overrides

  • Condition. Renovation capped at $27k per unit.
  • Override: insurance growth. The Managing Principal kept 8%, citing a broker quote. The override and its reason were recorded.
  • Override: rent. The Managing Principal kept $2,450, citing the planned finish level.

3 Outcomes recorded through month 18

MetricPlanActualVarianceAI flag before approval
Insurance growth+8%+31%+23 ptsFlagged
Rent$2,450$2,390−2.4%Flagged
Renovation per unit$25.0k$27.1k+8.4%Flagged
Lease-up9 mo11 mo+2 moNot flagged

Rent, renovation and lease-up show the change from plan: rent is ($2,390 − $2,450) ÷ $2,450 = −2.4%, renovation is ($27.1k − $25.0k) ÷ $25.0k = +8.4%, and lease-up is 11 − 9 = +2 months. Insurance growth is itself a rate, so it is shown in percentage points: 31% actual − 8% planned = 23 points.

4 Decision traces

Insurance growth +23 pts

01 EvidenceInsurance quotes from two carriers and recent comparable Miami-Dade closings, attached to the record.
02 UnderwritingModel v3 assumed insurance costs would rise 8% at the month-12 renewal.
03 AI AnalysisFlagged: 8% is well below what recent comparable Miami-Dade closings experienced.
04 Human ApprovalThe Managing Principal kept 8%, citing a broker quote. The override and its reason were recorded.
05 DecisionApproved. No condition on insurance.
06 OutcomesInsurance renewed 31% higher at month 12, 23 points above plan.
07 Institutional MemoryThe outcome was consistent with the warning. The override and its outcome are preserved for the next underwriting review.

Rent −2.4%

01 EvidenceRent roll and five rent comparables. Two of the five are new construction.
02 UnderwritingRent $2,150 today, $2,450 after renovation.
03 AI AnalysisFlagged: without the two new-construction comparables, post-renovation rent supports about $2,380.
04 Human ApprovalThe Managing Principal kept $2,450, citing the planned finish level.
05 DecisionApproved.
06 OutcomesRent reached $2,390 at 18 months, 2.4% below plan and close to the adjusted estimate.
07 Institutional MemoryRealized rent was closer to the adjusted estimate. Review comparable selection on the next acquisition.

Renovation per unit +8.4%

01 EvidenceRenovation scope and contractor estimate of $25k per unit.
02 Underwriting$25k per unit, $1.2M in total, with no contingency line.
03 AI AnalysisFlagged: the renovation budget has no contingency line.
04 Human ApprovalThe Managing Principal accepted the budget but set a cost cap as a condition.
05 DecisionApproved with condition: renovation capped at $27k per unit.
06 OutcomesActual cost was $27.1k per unit, 8.4% over plan and just above the cap.
07 Institutional MemoryThe actual cost exceeded the approval cap. The record preserves the exception for review, including the missing contingency.

Lease-up +2 mo

01 EvidenceAbsorption from the rent roll and two nearby lease-ups.
02 UnderwritingRenovated units leased within 9 months.
03 AI AnalysisNo flag raised.
04 Human ApprovalAccepted as underwritten.
05 DecisionApproved.
06 OutcomesLease-up took 11 months, 2 months longer than planned.
07 Institutional MemoryMissed by both the model and the team. Recorded as an unflagged variance for the next review.

5 Timeline

Month 0Decision Approved with condition: renovation capped at $27k per unit. The insurance and rent flags were overridden, with reasons recorded.
Month 6Outcomes Renovation complete at $27.1k per unit, 8.4% over plan and just above the cap.
Month 9Outcomes The planned lease-up date passes with units still leasing.
Month 11Outcomes Lease-up complete, 2 months later than planned.
Month 12Outcomes Insurance renews 31% higher. The plan assumed 8%.
Month 18Outcomes Rent measured at $2,390, 2.4% below plan.
Month 18Institutional Memory Record complete. The insurance override and its outcome are available for the next underwriting review.
Sample Decision Record with synthetic data, for illustration only. Not investment performance. LIBA SI is a brand of LIBA Inc. · getliba.si/sample-record

Private deployment program.

Start with a private demonstration using our sample deal or one of your past decisions. For real estate investment teams exploring deployment, the next conversation focuses on one decision workflow and its requirements.