Revenue Quality of Earnings

Accounting Verifies History.
We Stress-Test the Future.

The diligence blind spot is the forecast. We act as independent revenue underwriters, ingesting system-of-record exports to stress-test seller projections against observed behavioral physics.

$25M
Average Valuation Gap Identified
10d
Sprint Delivery from Data Drop
<10bps
Cost vs. Deal Value
Forecasting Infrastructure Built At
Netflix Tableau SAS Oracle
Decision-Grade Certainty

The Fourth Pillar of Diligence

We provide independent, evidence-backed analytical review (non-attestation) that plugs directly into the Investment Committee memo.

01

Valuation Defense

Quantified revenue "floors" under stress scenarios. Know the downside before you bid.

02

Covenant Assurance

Debt-service sensitivity analysis for Private Credit. See where covenant headroom disappears.

03

IC Confidence

Independent analytical review to support the IC Memo. We test the physics of the growth model.

Institutional Pedigree

Rigor That Survives Scrutiny

FIP's methodology bridges the gap between Silicon Valley speed and Wall Street governance. Our approach is validated by leadership across the three pillars of diligence.

Nordstrom

Institutional Asset Management

"We brought Stephen in to train the desk using limited sample data. The output was so compelling that our founding CIO cleared his schedule to join the session the next day. Stephen fundamentally shifted how our team visualizes and iterates on trading signals."

— Partner & Head of Development
$10B+ European Alternative Asset Manager
Nordstrom

Financial Governance

"Stephen works backwards from business needs to technology. He designed an executive reporting system so compelling the CFO demanded it as the daily standard displayed on large screen TVs our executive floor. He is a master at identifying critical actionable insights."

— CFO
Nordstrom Credit Card
Google

Behavioral Physics

"Stephen developed the foundational LTV frameworks we used to value subscriber cohorts. His logic—predicting future cash flows based on early retention signals—is the core physics required to underwrite subscription revenue."

— Head of Podcasts (Product)
YouTube / Google (Ex-Netflix)
Diligence Tool

Quantify Your Valuation Risk

Select a deal profile or enter custom values to see the valuation impact of forecast variance.

Target Revenue Forecast ($M)
EBITDA Margin (%)
Deal Multiple (x EBITDA)
FIP Forecast Variance (%)
Valuation at Risk
$18,000,000
Implied reduction in bid price based on forecast variance
FIP Sprint Cost $75,000
Assurance ROI 240x
Methodological Distinction

We Test the Physics, Not the Projections

Your internal team models what happens if growth is 20%. We test whether the data supports that 20%.

System-of-Record

VDR Native Ingestion

We take standard CSV exports from Salesforce, NetSuite, HubSpot—directly from the Data Room. No IT access required.

Behavioral Analysis

Conversion & Cohort Modeling

We model actual conversion rates, cycle times, retention by cohort—not the assumptions embedded in the seller's model.

Risk Detection

Ghost Pipeline & Duration Traps

We identify stalled deals, pull-forward risk, and revenue composition issues before they become your problem.

Stephen McDaniel
Stephen McDaniel
Founder & Principal
in  LinkedIn
About the Founder

20+ Years Building Forecast Infrastructure for Board-Level Decisions

Stephen McDaniel has built revenue models and forecasting systems inside highly data-driven organizations—where the forecast must be defensible, not optimistic.

Track Record
Netflix
Early business-side data science. LTV modeling and growth forecasting during hyper-scale years.
Tableau (Salesforce)
Built automated forecasting capabilities embedded in the analytics workflow.
SAS & Oracle
Led product vision and large analytics teams building enterprise-grade engines.
M&A Advisory
Modeled multi-billion-dollar acquisition scenarios and budget allocation decisions.

"I'm known for one thing: surfacing the truth early—especially when it's uncomfortable. FIP brings that same rigor to your forecast."

In This Transaction, Everyone Is Incentivized to Close. We Are Incentivized to Be Correct.

We deliver an IC-ready stress test of the revenue engine—where it breaks first, the quantified downside, and the price protections that follow.

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