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PUBLIC SECTORAUDITABLE

Multi-criteria Decision Pack for public awards

xSingularLatAm4 min read

How an institution increased transparency and consistency without publishing sensitive rules or applicant data.

3.2x
Audited transparency
200+
Cases reviewed
100%
Traceable decisions

Program Evaluation Pipeline · AI Decision Engine · Public Sector

RECEIVED847EVALUATED612↓ 72% pass rateSCORED289↓ 47% pass rateSHORTLISTED124↓ 43% pass rateAPPROVED67↓ 54% pass rate7.9% OVERALL APPROVAL RATE · AI-SCORED · PUBLIC INNOVATION PROGRAMS

Critical decision

The challenge was evaluating projects with multiple criteria, documentary evidence, and institutional review without turning the process into a black box. xStryk structured the award flow as a Decision Pack: evidence, criteria, review, approval, and final record.

xStryk approach

  • Evidence and criteria visible by role, with access controls.
  • Comparable evaluations without revealing internal formulas.
  • Decision record prepared for audit and later review.
  • Executive reports with institutional language and complete traceability.

Results

The institution achieved 3.2x higher audited transparency and 100% traceable decisions while preserving confidentiality over internal rules and sensitive data.

  • 3.2x improvement in audited transparency index.
  • 200+ historical cases reviewed to validate consistency.
  • 100% of decisions with evidence and applied criteria recorded.

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