SANJEEVANI AI | METRIS — Quantitative AI Trust Scoring

Make every AI decision investable, safe, and traceable.

METRIS™ is the first quantitative AI trust scoring system. We rate AI systems on a 0-1000 scale, mapped across NIST AI RMF, ISO/IEC 42001, MITRE ATLAS, OWASP, and the EU AI Act simultaneously. One number, multiple frameworks, defensible evidence.

What METRIS™ Does

METRIS™ produces a quantitative trust score (0-1000) across five scoring dimensions. The score tells you exactly where your organization stands on AI governance, where the gaps are, and what to do about them. Whether you have 5 employees or 5,000, the methodology does not change.

The Five Scoring Dimensions

  • Policy (30%): Written AI usage policy, enforcement, employee awareness, and update cadence.
  • Training (20%): AI literacy completion rates, recency, and coverage across departments.
  • Behavior (20%): Actual AI tool usage patterns, data visibility, and shadow AI adoption.
  • Governance (15%): Accountability structures, AI decision review processes, and role clarity.
  • Systems (15%): AI system audit trails, output verification, and trust infrastructure.

Trust Bands

  • UNTRUSTED: 0-649
  • TRUST EMERGING: 650-749
  • TRUSTED: 750-950
  • TRUST EXEMPLARY: 951-1000

How METRIS™ Works

We diagnose first. Then we prescribe based on what the numbers say. Step 1: Take the METRIS™ AI Readiness Assessment at sanjeevaniai.com/assess. Step 2: See your business impact in terms of revenue, team AI adoption, decision traceability, and ROI gap. Step 3: Based on your gap analysis, METRIS™ prescribes the intervention.

Three Delivery Methods

  • METRIS™ Learn: Prescribed when the gaps are in people. AI literacy training, workshops, and Story Bytes™ narrative learning modules.
  • METRIS™ Build: Prescribed when the gaps are in systems. Governance architecture, audit trails, and trust infrastructure. See a live demo at sanjeevaniai.com/build-demo.
  • METRIS™ Score: Continuous quantitative scoring, monitoring, and compliance reporting across all frameworks.

Who Built METRIS™

SANJEEVANI AI was founded by Suneeta Modekurty, a researcher, data scientist, ISO/IEC 42001 Lead Auditor, and O-1A visa holder for extraordinary ability in AI, bioinformatics, and data science. She has 25 years deploying AI across healthcare, pharma, finance, and education, and 17 years as a K-12 educator. She is the author of "The AI-Human Synergy: A Data Scientist's Vision for the Future" (Amazon, October 2024). SANJEEVANI AI is based in St. Louis, Missouri, and has participated as a business client through Washington University in St. Louis's Olin Business School Center for Experiential Learning Startup Practicum, with support from the WashU School of Law Entrepreneurship and IP Clinic.

Who METRIS™ Is For

METRIS™ is for any organization that uses AI, regardless of size, budget, or industry. If your team uses ChatGPT, Copilot, Claude, or any AI tool, you need to know your trust score. A 5-person nonprofit and a 5,000-person enterprise get the same rigorous methodology. The score does not discriminate by size. METRIS™ scales to you. The methodology does not change. The price does.

Key Questions METRIS™ Answers

  • Can you prove your AI made the right decision?
  • Where does accountability shift between people and systems?
  • Can you reconstruct and defend AI outcomes after the fact?
  • Is your AI degrading silently in production?
  • Where is AI being used without visibility?
  • Are your AI vendors truly transparent, or just compliant on paper?
  • When AI fails, can you prove why?

METRIS™ answers every one of these with a single number.

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SANJEEVANI AI LLC, St. Louis, Missouri, USA. Email: suneeta@sanjeevaniai.com. Website: https://sanjeevaniai.com. Book a free consultation: https://calendar.notion.so/meet/siaai/0619

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