
Agent Card Taxonomy Enables Agent Context Transparency to Applications, AI Models, Processes, and Physical AI
Sunil Soares, Co-Founder & CEO, Tavro AI
Sanjeev Varma, Co-Founder, President & COO, Tavro AI
Catalog agents across the enterprise
To eliminate the "Visibility Vacuum" across AWS, Azure, and Google Cloud by centralizing fragmented agent inventories into a single, governed view
AWS Bedrock
Google Vertex
Microsoft Copilot
Catalog model versions, system prompts, and specialty roles to ensure every reasoning engine is accounted for and risk-profiled
Anthropic
LangChain
LangGraph
OpenAI
Surface "Embedded AI" within the apps your business already uses, mapping agentic identities to the sensitive data they are authorized to transform
Databricks
Salesforce Agentforce
Snowflake Cortex
ServiceNow NowAssist
To support a "Registry of Registries" that standardizes disparate metadata and creates an interoperable audit trail across the entire enterprise AI ecosystem
ServiceNow AI Control Tower
Atlan AI Governance
Collibra Agent Registry
IBM Watsonx Orchestrate
Tavro Agent Risk Manager
Manage lineage from agents to tools and data
Tavro’s research-driven agents deep-scan your app ecosystem, surfacing embedded AI and providing the forensic evidence needed to bring "Shadow AI" under central governance
Establish a chain of custody that maps agent actions to specific source data and output results, ensuring that every autonomous step is explainable and reproducible
Link agent behaviors to your core application architecture and organizational workflows, allowing you to verify that autonomous systems are operating within the boundaries of your business SOPs
Classify and govern agent risk
Automatically map every agent action and tool call to specific controls within regulations (for instance EU AI Act), ensuring your GRC posture is always "audit-ready"
ServiceNow IRM
Dynamically categorize agents into risk tiers (e.g., Prohibited, High, Other) by analyzing their system prompts, model capabilities, and the sensitivity of the environments
Calculate real-time Risk Exposure Score by correlating an agent's operational characteristics with the criticality of the applications and processes it touches—turning metrics into business risk intelligence
Thought Leadership
Perspectives on Agent Business Context Management, AI governance, open standards, and regulated industry AI from the Tavro team and community.

Sunil Soares, Co-Founder & CEO, Tavro AI
Sanjeev Varma, Co-Founder, President & COO, Tavro AI

Sunil Soares, Co-Founder & CEO, Tavro AI
Sanjeev Varma, Co-Founder, President & COO, Tavro AI

Sunil Soares, Co-Founder & CEO, Tavro AI
Sanjeev Varma, Co-Founder, President & COO, Tavro AI
Agent Business Context Management. Open standard, open-source catalog, and enterprise risk platform.
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