Structured commercial assessments for PE firms evaluating finserv technology investments and for finserv vendors seeking PE-grade commercial rigor.
8-workstream scoring methodology. Sourced data. Consulting-grade deliverables. Built for deal timelines and commercial improvement.
See How It WorksRevenue growth now drives more than 60% of PE value creation (McKinsey, 2023), yet commercial execution remains the least rigorously assessed dimension of diligence.
The problem is structural. Most commercial DD is either outsourced to generalist consultants who lack domain expertise or conducted informally without a structured framework. Financial services technology companies, with their regulatory environments, complex buyer personas, and sub-vertical-specific dynamics, require specialized commercial assessment.
Gray Carroll closes that gap—for both sides of the table.
of PE-backed companies cite commercial execution failure as their primary value gap.
Bain & Company, 2024
of PE leaders say go-to-market diligence is the biggest hole in their evaluation process.
Blue Ridge Partners, 2023
Gray Carroll's 8-workstream Commercial Viability Assessment is the analytical backbone for both offerings. The methodology is identical—structured scoring, sourced evidence, conservative calibration. What changes is the framing: investment conviction for PE firms, commercial improvement for finserv vendors.
Structured, scored commercial diligence that gives your IC finserv-specific conviction. Built for deal timelines, designed for investment committees.
The same methodology PE firms commission during diligence—applied on your terms to find and fix commercial gaps before someone else finds them.
Every assessment scores a finserv technology company across eight weighted dimensions. Each workstream is scored 1–5 against PE investment criteria with sourced evidence and conservative calibration.
TAM sizing, growth trajectory, competitive density, market timing
Defensibility analysis, switching costs, feature parity, technical barriers
Sales motion efficiency, channel mix, AI integration maturity, scalability
NRR, churn, CAC payback, LTV:CAC ratio, expansion revenue, concentration risk
G2/Gartner presence, review sentiment, digital footprint, brand authority
Structured interviews across 4 cohorts with scored synthesis
Executive depth, GTM leadership, bench strength, culture signals
Pricing model assessment, expansion levers, competitive pricing position
20+ years operating inside finserv technology companies (Nasdaq, DefenseStorm, investment management platforms). Fluent in the buyer personas, regulatory context, and competitive dynamics that define finserv technology businesses.
Built GTM functions, ran competitive intelligence, and led product marketing inside the companies PE firms evaluate. Pattern recognition from the inside, not observation from the outside.
AI-augmented research and analysis delivers Express-tier assessments in 5–7 days without cutting analytical corners.
Deliverables built to McKinsey/Bain/BCG consulting standards: action titles, sourced data, SCQA narrative structure, conservative scoring.
The only firm offering PE-grade commercial assessment to both PE acquirers and finserv vendors—with a hard wall between the two.
A CVA is a structured, scored evaluation of a company's commercial readiness across eight weighted dimensions, from market positioning and competitive moat to customer economics and organizational depth. It produces a composite score on a 1–5 scale with risk-flagged findings and recommendations, designed specifically for PE and growth equity investment decisions.
A PE Readiness Diagnostic uses the same 8-workstream CVA methodology PE firms commission for acquisition targets, but commissioned by the vendor to identify and strengthen commercial gaps proactively. It produces a PE Readiness Rating (Strong / Moderate / Needs Work) with a prioritized improvement roadmap.
The methodology is calibrated specifically for financial services technology companies, including WealthTech, Investment Management platforms, Banking Technology, RegTech, Cybersecurity for FIs, TAMP platforms, Alternative Investment data platforms, and Fund Administration technology.
Traditional commercial diligence is typically generalist: the same consultant assessing a healthcare SaaS company also evaluates a finserv platform. The CVA is domain-native, built by someone with 20+ years inside finserv technology. It uses a structured scoring methodology with weighted workstreams rather than qualitative narrative, and delivers a quantified composite score that maps directly to PE investment criteria.
Whether you're a PE firm screening a finserv target or a finserv vendor preparing for your next chapter, a 20-minute conversation is the fastest way to determine fit.
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