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Evidence Readiness & Sufficiency

AI-native evidence readiness—so you know what's missing before the audit

PEDCO AuditPro uses advanced AI and a process knowledge graph to assess evidence completeness and strength across your scope—highlighting gaps early and making readiness measurable over time.

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Why it matters

Evidence gaps are rarely visible until it's too late. Teams only discover missing or weak proof during audit preparation, which triggers last-minute collection, inconsistent quality, and unnecessary risk.

PEDCO AuditPro makes readiness proactive by using AI to understand and structure your documentation and evidence, then continuously measuring completeness and strength against what's expected for each scope.

What this capability delivers

Evidence sufficiency scoring that clearly shows what's sufficient, weak, or missing

Readiness views by site, project, program, supplier, or standard scope

Early-warning signals to reduce audit surprises

Clear prioritization so teams focus on the highest-impact gaps

A measurable baseline to improve evidence quality over time

Readiness in action

Continuous visibility into evidence completeness and strength

Audit assessment overview showing readiness status
Content analysis showing detailed evidence scoring and breakdown
Recommendation card with impact score and justification
Assessment Overview
Sufficiency Scoring

Sufficient, weak, or missing indicators

Readiness Views

By site, project, program, or scope

Early Warning

Prevent last-minute scramble

Prioritization

Focus on highest-impact gaps

Continuous readiness, not last-minute hunting

How it works (high level)

PEDCO AuditPro combines three elements to enable proactive readiness assessment

AI-based content understanding

To interpret unstructured QMS documents and supporting artifacts

Process knowledge graph

To connect requirements, processes, and evidence expectations within each scope

Continuous evaluation

To identify where evidence is incomplete, weak, or outdated—before audit cycles begin

When paired with Evidence Mapping & Traceability, every gap can be drilled down to the exact missing or weak evidence location.

UI + API

Integrated, not separate

UI: readiness visibility and "audit room" workflows

  • Readiness dashboards with clear status by scope
  • Drill-down into what's missing and why it matters
  • Evidence inventories that stay current as sources change

API: automate readiness signals and schedules

  • Pull readiness scores into governance dashboards and portals
  • Schedule readiness checks ahead of audits, milestones, or quarterly reviews
  • Trigger automated audit-pack generation as part of audit cycles

Common use cases

Audit preparation

Keep evidence packs continuously current

Multi-site governance

Ensure comparable readiness across plants and regions

Program milestones

Verify evidence readiness before key reviews

Supplier oversight

Identify recurring evidence weaknesses across supplier deliverables

Outputs you get

Evidence readiness and sufficiency scores by scope

Structured lists of missing/weak evidence areas

Export-ready evidence inventories with consistent structure—no last-minute formatting

AI-Native

Built for scale: Readiness scoring is produced automatically across large, unstructured repositories—powered by AI-native understanding and a knowledge-graph foundation.

Replace last-minute evidence hunting with continuous readiness.

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