PFI Case Studies

Real-world financial problems. Connected intelligence. Clearer decisions.

Explore how Pinnacle Financial Intelligence connects financial health, risks, root causes, transaction evidence and decision support across different business situations.

All case studies on this page are illustrative examples using synthetic data. They are designed to show how PFI capabilities apply to common business situations - not to represent specific clients, actual results, or real-world outcomes.

Financial PerformanceIllustrative Case Study — Synthetic Data

Manufacturing

Margin & Cash Pressure

Connecting margin deterioration to working-capital strain and root cause

A mid-market manufacturer reported declining gross margins over three consecutive quarters alongside growing receivables. Leadership attributed the pressure to raw material costs but lacked visibility into which product lines, customers, or operational factors were driving the deterioration.

Gross Margin Decline

4.2 pts

over 3 quarters

Receivables at Risk

$2.1M

aging 60+ days

Est. Margin Recovery

2.8 pts

projected 2 quarters

Working Capital Impact

$1.4M

collections acceleration

TransactionsIllustrative Case Study — Synthetic Data

Distribution

Transaction & Vendor Exposure

Identifying vendor anomalies and customer concentration risk

A regional distributor experienced unexplained cost increases and was preparing for a bank covenant review. Management needed to understand whether the cost pressure was operational or reflected control gaps in the payables process.

Flagged Disbursements

$312K

to unvalidated vendor

Vendor Age at First Payment

22 days

below control threshold

Revenue Concentration

38%

single customer

Control Gap

Dual-auth bypassed

14 transactions

Project & WIPIllustrative Case Study — Synthetic Data

Project-Based Business

WIP & Profitability

Surfacing underbilling, change order exposure, and labor pressure

A specialty contractor was generating revenue growth but reporting thinning margins. Project managers believed jobs were on budget, but the CFO suspected WIP accounting was masking true job profitability. A bank draw request required current WIP certification.

Underbilling Identified

$890K

across 6 active jobs

Change Order Lag

34 days avg

approval cycle

Labor Cost Increase

11% YoY

not in bids

WIP Certification

Corrected

bank draw cleared

Capital & FundsIllustrative Case Study — Synthetic Data

Investment Fund

Portfolio & Reconciliation

Resolving broker-to-book differences and concentration exposure

A private investment fund was preparing for its annual LP review and discovered discrepancies between broker statements and internal book values. The fund also lacked a consolidated view of concentration and liquidity across its portfolio.

Reconciling Differences

$1.7M

broker-to-book

Sector Concentration

44% NAV

single sector

Illiquid Positions

3 positions

90+ day liquidation

Stale Pricing

2 positions

corrected to fair value

Cash & TurnaroundIllustrative Case Study — Synthetic Data

Growth Company

Forecast & Liquidity

Managing cash runway through profitable growth and working-capital actions

A SaaS-enabled services company was growing revenue at 28% annually but watching its cash balance decline. The board requested a 13-week cash forecast and a clear view of the path to cash-flow breakeven.

Projected Shortfall

$640K

week 9 without action

Collectible Receivables

$1.1M

acceleration opportunity

Vendor Timing Opportunity

$480K

payment optimization

Breakeven Timeline

14 weeks

with targeted actions

See It In Your Business

Ready to connect intelligence to your financial situation?

These scenarios illustrate what PFI surfaces. The real value is in applying connected intelligence to your actual data — your margins, your transactions, your cash position. For M&A and transaction work, explore our Quality of Earnings software.