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Methodology Notes

Evaluation memory architecture.

A short orientation to the structural elements that distinguish DiligencePilot from a checklist or a prompt library: the criteria anatomy, the nine scoring blocks, the five-section library structure and the discipline-engineering that produced them.

Criterion Anatomy

Every criterion has a standard structure.

  • Criterion number and name — a stable identifier inside the library.
  • Applicability tag — ALL, context-specific or profile-specific.
  • Deal-breaker status — YES or NO; deal-breaker criteria can independently turn an investment decision negative.
  • Test question — the concrete question asked of the file.
  • Evidence to look for — what would constitute a credible answer.
  • Evidence tier tag — claim / document / external verification (per the Evidence Ladder).
Note The full 1,000-criterion list is not disclosed in deliverables. Outputs reference findings by theme, not by individual criterion ID.
Five Sections of the Criteria Library

200 criteria each; ten modules per section.

KR-1

Foundational readings

Founder, product, market, customer, revenue, unit economics, sales channels, production, data and financial health.

KR-2

Cap table & deep-review

Valuation, campaign demand, anchor, and deep-review layers (product, production, financial model, GTM, feasibility).

KR-3

Second-pass controls

Equity structure, management, campaign psychology, customer/market/price validation, institutional fit, exit, portfolio fit.

KR-4

Operational & integrity

Supply, certification, IP, false-traction detection, delivery benchmarks, growth feasibility, profitability bridge, statement depth.

KR-5

Final gates

Investor psychology and final-gate controls — equity, valuation, demand, PR, management, resilience, competitor response, exit, committee quality.

Nine Scoring Blocks

Decision domains, not a single rubric.

Module scores roll up via context-specific weights into nine decision domains. The final score reads across nine dimensions rather than one.

BLOCK-01

Market & Competition

Investor relevance, market sizing, competitive positioning.

BLOCK-02

Product & Technology

Product maturity, technical readiness, IP and defensibility.

BLOCK-03

Revenue & Unit Economics

Revenue model, pricing, unit economics and traction reality.

BLOCK-04

Financial Health

Financial discipline, reporting, projection and runway.

BLOCK-05

Operations & Delivery

GTM, production, sales channels, supply, resilience.

BLOCK-06

Team & Governance

Founder quality, management, execution discipline, committee quality.

BLOCK-07

Valuation & Cap Table

Valuation fairness, dilution, equity structure, exit scenarios.

BLOCK-08

Context-Specific Core

The dominant question of the context (campaign, M&A fit, IPO readiness).

BLOCK-09

Public Footprint & Risk

External signal quality, PR risk, false-traction detection, expert gate.

Maturity reference The platform is held under governance-lock discipline at v1.0 FINAL. Multiple review cycles have been completed and micro-corrections applied. The four decision-label families, the context-weighted block matrix and standard output formats are fixed at this release.