Explainability

A risk score should never be a black box.

Explainability is not a feature bolted onto ProcureCortex,it is the structure of the product. Every finding is assembled from a clause, a requirement, a reasoning statement, a confidence level and a recorded human decision.

The flow

How this capability works.

  1. 01

    Source clause

    The exact vendor language, with document and section reference.

  2. 02

    Requirement

    The framework requirement the clause was compared against.

  3. 03

    Finding

    The specific gap between requirement and evidence.

  4. 04

    Reasoning

    Why the evidence does not satisfy the requirement.

  5. 05

    Confidence

    How strongly the evidence supports the conclusion.

  6. 06

    Human decision

    Validate, dismiss or override, recorded with the reviewer.

In detail

Reviewers read findings, not documents.

The value is not extraction. It is that a reviewer can open a finding, read one clause, understand the requirement it failed and make a decision in the same place,then leave a record that stands up in audit.

  • Highlighted clause shown in the context of its section
  • Requirement reference retained on the finding, including framework version
  • Reasoning written to be reviewed and challenged, not accepted
  • Override authority governed by role, with rationale captured
  • Decision history preserved for later audit and reassessment

Connected capabilities

Where it fits in the platform.

AI Risk Scoring

Severity and confidence give reviewers an order of work.

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Remediation

Validated findings carry their evidence into remediation.

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Framework Drift

See which findings a requirement change affects.

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Who uses it

Built for the teams making the decision.

Internal Audit

Trace any decision back to the clause behind it.

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Compliance & GRC

Defend assessments with evidence rather than scores.

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Security & TPRM

Challenge a finding without leaving the review.

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SEE PROCURECORTEX IN ACTION

Turn vendor evidence into decisions your team can defend.

See how ProcureCortex transforms vendor documents into explainable findings, structured risk intelligence and accountable remediation.