EstiloFlow Vantage › Due Diligence Audits › ai startup pitch deck audit

Ai Startup Pitch Deck Audit: What Investors Verify

AI decks are scrutinised for inference cost in gross margin and for defensibility beyond a thin model wrapper.

Interactive Pitch Deck Micro-Auditor

Test your startup's core due diligence health against venture standards in 300ms before sending your deck to investors.

Burn Multiple
--
Estimated Cash Runway
--
SVI v2 Health Score
--

Run Full 35-Node PDF Pitch Deck Audit on Vantage →

Critical Due Diligence Checkpoints

Every slide must satisfy these institutional verification thresholds to pass Investment Committee scrutiny:

Inference Cost in COGS

Included in COGS

Model and GPU costs must be deducted from gross margin.

Proprietary Data Advantage

Documented

A mechanism by which usage improves the product in a way competitors cannot copy.

Frequently Asked Due Diligence Questions

Why do AI pitch decks fail diligence?

Often because revenue is reported without deducting inference costs, masking weak contribution margin.