Evidence Intelligence

Evidence should prove implementation—not merely exist.

AIRRP treats evidence as governed proof. It links evidence to requirements and controls, evaluates whether the retained content supports the claim, and preserves provenance for assessment and assurance reuse.

Governed contextTraceable decisionsHuman accountability
Why it matters

From file collection to evidence reasoning.

Uploading a policy or screenshot is not the same as proving a control. AIRRP’s evidence model is designed to retain the exact relevant material, evaluate whether it establishes the required outcome and fail closed when proof is insufficient.

01

Evidence Expectations

Define what type of proof a requirement or control needs.

02

Ingestion & Processing

Process text, structured content and supported visual material.

03

Grounded Evaluation

Evaluate against retained spans or visual proof—not mere references or mentions.

04

Reusable Evidence

Reuse governed evidence where scope and validity permit.

05

Freshness & Validity

Track age, scope, ownership and supersession.

06

Audit Lineage

Preserve source, processing, evaluation and downstream usage.

Evidence is not always pure prose.

Text and visual content

Architecture diagrams, tables, data-flow diagrams, screenshots and other visual material can be material to a control decision. AIRRP’s document processing path can invoke visual interpretation where needed rather than pretending every document is plain text.

  • Text extraction
  • Structured sections and tables
  • Optional visual interpretation
  • Exact retained grounding
  • Fail-closed confidence thresholds
The evidence must establish the required condition.

Mentions are not proof

A document that references a DPIA, escalation path or backup process does not automatically prove that the required activity was performed or governed. AIRRP should confirm the claim against the retained proof before marking a requirement Met.

  • Exact proof confirmation
  • No acceptance based solely on keywords
  • Downgrade unsupported Met decisions
  • Preserve reviewer visibility
Reduce duplicated assurance effort.

One evidence base, many uses

Approved evidence can support assessments, framework requirements, external questionnaires and governance reviews when scope, freshness and authorization align.

  • Cross-framework reuse
  • Assessment reuse
  • External assurance reuse
  • Freshness and scope checks
See AIRRP in context

From Context to Confidence.

Collect less evidence, understand it better, and know exactly what it proves.