// Use Cases
Where infrastructure replaces workflow.
Three places the market has already moved on from the legacy tooling. Each page maps an old category — due diligence software, pitch deck analyzers, subjective risk rubrics — against the deterministic infrastructure that replaces it.
Deal Team Infrastructure
Beyond AI Due Diligence Software
Legacy AI diligence tools accelerate retrieval. askOdin compiles deterministic evaluation against a 100,000+ calibration corpus built on public deal data — the layer beneath the workflow.
Audience: VCs & Deal Teams
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Founder Preparation
Not a Pitch Deck Analyzer. A Physics Compiler.
Standard analyzers grade design and grammar. The Crucible stress-tests the structural math the partner's AI is about to run on you.
Audience: Founders (Pre-Seed to Series B)
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LP Governance
Standardizing Private Market Risk Scoring
Public markets have GAAP and Moody's. Private capital ran on heuristics. The Clarity Score™ gives LPs and allocators the first reconstructible standard.
Audience: LPs, PE, Family Offices, Allocators
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Buy-Side Diligence
AI Quality of Earnings (QoE)
The RAVEN Protocol™ triangulates management EBITDA add-backs and the Net Working Capital peg against the raw ledger — deterministic QoE verification, not a probabilistic summary.
Audience: PE & M&A Diligence Leads
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M&A Diligence
AI CIM Analysis
Strip the marketing polish from a Confidential Information Memorandum and cross-examine its claims against historical financials — a hash-anchored risk matrix, on an M&A timeline.
Audience: PE & Corporate Development
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