The Tavro ARM Agents App is an intelligence and risk evaluation layer for Tavro Agent Risk Manager (ARM). It enriches cataloged AI agents with automated risk analysis, governance insights, and security scoring using AI-powered evaluation agents built on the ServiceNow Now Assist framework.
The Tavro ARM Agent App analyzes the agents cataloged in Tavro ARM and transforms raw metadata into actionable risk intelligence.
Together with Tavro ARM and the Tavro ARM Connector, the ARM Agent App helps enterprises move beyond simple AI visibility to achieve continuous, intelligent governance of autonomous agents across the enterprise.
AI-Driven Agent Risk Enrichment
Leverages ServiceNow Now Assist agents to automatically enrich agents cataloged in the Tavro ARM inventory. These AI-powered evaluators analyze agent metadata, configuration, tools, and operational context to generate structured risk intelligence and governance insights.
Automated Multi-Agent Risk Evaluation Framework
Runs a coordinated set of Tavro-developed evaluation agents that perform specialized assessments on each cataloged AI agent. These include:
- Tavro Risk Assessment Summary Agent – Generates a consolidated risk posture overview.
- Tavro Audit Agent – Evaluates governance, compliance, and audit readiness for one or more selected active agents in the catalog.
- Tavro CVSS Scoring Agent – Calculates cybersecurity vulnerability exposure using the Common Vulnerability Scoring System.
- Tavro AARS Risk Evaluation Agent – Performs contextual risk evaluation aligned with OWASP AIVSS (AI Vulnerability Scoring System) methodology.
- Tavro Risk Classification Agent – Categorizes agents into risk tiers based on EU AI Act Article 5 & Article 6.
- This multi-agent evaluation ensures comprehensive and standardized risk intelligence for every AI agent registered in the platform.
Automated Risk Scoring & Classification: Transforms raw agent metadata into quantitative and qualitative risk metrics. By combining scoring models such as CVSS, AIVSS, and Tavro’s proprietary frameworks, the Tavro ARM Agent App produces consistent risk scores and classification levels that support governance, compliance, and security decision-making.
Governance & Audit Readiness: Provides structured outputs designed for governance teams, security reviewers, and auditors.
Seamless Integration with Tavro ARM Ecosystem: Operates as the risk intelligence layer on top of the Tavro ARM platform: Tavro ARM Core App → Manages lifecycle, lineage, and governance
This layered architecture ensures end-to-end visibility, governance, and risk management for enterprise AI agents.
Inital Release
ServiceNow Products :
- Tavro Agent Risk Manager (ARM) - v.1.8.16
- Now Assist for IT Service Management (ITSM) - v.12.0.6