Agent Trust Score
XenonStack · Intelligence & Research
Certification per Microsoft Marketplace.
Evidence tier Source Confirmed · 8 captures on record
What the publisher says
As described on Microsoft Marketplace.
Overview
Agent Trust Score is a comprehensive framework for evaluating both data integrity and model performance across the AI lifecycle. It measures systems across eight dimensions — diversity, timeliness, security, discoverability, consumability, accuracy, fairness, and explainability — and generates a quantifiable trust score (0–100). Based on this score, AI systems are classified from Not Trustworthy to Excellent, helping enterprises benchmark and continuously strengthen trust in AI.
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Key Capabilities
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Continuous Trust Assurance – Always-on monitoring of AI systems across data and model dimensions.
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Bias & Fairness Audits – Detect, measure, and mitigate biases in datasets and models.
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Explainability & Transparency – Provide interpretable insights into model decision-making.
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Regulatory Compliance – Built-in alignment with Microsoft RAI, EU AI Act, and GDPR standards.
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Audit-Ready Reporting – Instantly export compliance and risk assessment reports.
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Azure Native Integration – Seamless monitoring across Azure Machine Learning, Data Lake, DevOps, and Arc in hybrid or multi-cloud environments.
Business Impact
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Improved AI Reliability – Quantifies system trustworthiness to reduce risks.
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Regulatory Confidence – Ensures compliance with global AI governance standards.
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Operational Efficiency – Automates audits and risk assessments, saving time and resources.
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Enterprise Trust Building – Enhances transparency, accelerating enterprise-wide AI adoption.
Intended Users
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AI/ML Teams & Data Scientists
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Responsible AI Officers
- Risk & Audit Teams
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Compliance Managers
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Product Owners & Executives
Industries
Agent Trust Score is valuable for sectors where AI accountability, transparency, and compliance are critical:
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Financial Services
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Healthcare
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Government & Public Sector
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Retail & E-Commerce
- Technology & Cloud Providers
Preview
4 images
Agent build and provenance
See the full provenance
The layer-by-layer build, the evidence behind each claim, the risk basis and the cross-marketplace links are open to any account. Some rows are disclosed, some the source leaves Unknown; a free account shows you which.
Compliance
- FedRAMPConfirmedNot listed90%, registry-checkedNo FedRAMP Marketplace entry matched this vendor's domain, checked 2026-08-27registry recordas observed 2026-08-27
Confirmed means matched to a public authoritative registry. Claimed means the vendor or its listing states it, not yet cross-checked. A framework not shown was not found in any source we hold, which is not evidence against it. Not listed means a scoped registry check found no match for this vendor's domain: a No is a scoped registry check, not a compliance judgment. Confidence bands: 95% domain-verified, 90% registry-checked, 80% self-attested, 70% weak signal. Self-attested items marked “vendor's site” are gathered from the vendor's own website and are not verified by us.
Vendor
External enrichment · as of 2026-08-29
Sources
Publisher resources
4 linksLinked repositories
Unknown means this listing does not publish a repository. It is not a statement that the code is closed, and a linked repository is not a claim that the publisher wrote it: the registry computes that relationship privately and does not publish it.
Evidence risk is the share of the build you cannot see before you deploy, not a security rating. Sign in to see the layer-by-layer basis for this band.