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AI Diligence // PE buy-side
# Price the AI. Or overpay for it.
The target has an AI story. Your model has a number. Nobody in the process has checked whether they match. We score the AI a target actually runs — across eight weighted domains — and convert every finding into price, structure, or a walk , inside your confirmatory window.
 Book a scoping call → See what it's worth ↓
 The confirmatory assessment — the actual product, not a mockup.
 01 // The exposure
## Four surfaces. One unowned scope area.
Commercial, financial, operational, technology, legal — all scoped, all owned. The AI a target runs is scoped by no one. We read it across three surfaces, all resting on a financial foundation that turns every finding into a number.
 Operational — why it matters
Automation with no fallback is opex you can't hold and a 100-day fire you inherit on day one.
 Product — why it matters
AI revenue the usage data won't support is a multiple you're paying on air .
 Market — why it matters
The moat has to survive your hold period — not just their pitch.
 Financial — why it matters
This is the surface that converts a finding into price, structure, or a walk .
 02 // The price bridge
## Every finding is a step down in what you should pay.
We quantify each finding against the six drivers of enterprise value, then walk your entry price down to one you can defend in the investment committee. An impairment finding is the overpayment you don't make.
 Finding Value at risk What it becomes
 Product-AI growth the usage data won't support $6.2M Price reduction · revised operating model
 Critical process automated with no fallback $3.1M Escrow / holdback · 100-day remediation
 Training-data rights the company can't prove $4.4M Specific reps & warranties · indemnity
 Market disruption trajectory over the hold $5.0M Revised hold thesis · earnout
 Total value at risk $18.7M — the overpayment you don't make
 03 // How you buy it
## Screen fast. Then go deep when the deal is real.
 Pre-LOI
### Flash Screen
A go/no-go read before you commit the diligence budget.
 ≈ 10 SME hours included
- Composite score and red-flag triggers
- Human validation of every flag
- Screen memo: proceed, price, or pass
- Days, not weeks
 Confirmatory
### Full Assessment
The IC-defensible read, sized to your window.
 ≈ 70 SME hours included
- All eight weighted domains, evidence-linked
- Management and technical interviews
- Findings → terms working session
- IC readout and 100-day plan input
## Don't sign for AI you haven't seen.
Bring us the target. We'll tell you what the AI is really worth — and hand your deal team the price, the terms, or the walk.
 Book a scoping call →
