Tavro AI Launches Data and AI Governance Agents to Help Chief Data and AI Officers Turbo-Charge Blended Teams of Humans and AI Agents

AI Governance Overview
358 pages and 90 vendors
90 controls and 25 case studies
Mappings to EU AI Act and NIST AI RMF

Vertical Line

Agentic AI Governance
19 case studies
11 Agentic AI platforms
Companion to AI Governance Comprehensive

Blogs

Ingesting AI Guardrail Metadata from Salesforce Agentforce, crewAI and Guardrails AI into Collibra AI Governance

Introducing a Data Valuation Approach with Shadow AI Governance Agents to Identify Top Vendors Using Company Data to Train AI Models

Given Recent Geopolitical Developments, I Believe there is a High Likelihood that the Full Implementation of the EU AI Act will be Significantly Delayed. I Used Perplexity AI’s Deep Research to Validate My Hypothesis. Here’s What I Found.

Building Inventory of AI Guardrails to Support Marketing Brand: Ingesting Metadata for Agentic AI Guardrails from Salesforce Agentforce

YDC_AIGOV Agentic AI Governance Playbook – Ingesting LangGraph AI Hiring Agent & EU High Risk Rating into Collibra

There is an Arms Race to Gather Data to Train AI Models But Organizations Do Not Recognize That Their Data is Often Being Used for Free

Agentic AI Governance Playbook – Ingesting crewAI Agents & EU Risk Rating into Collibra with YDC_AIGOV AI Governance Agents

AI Governance with Atlan: AI Use Cases, Risk Assessments, Workflows & Shadow AI Governance

Using Amazon Bedrock AI Guardrails with DeepSeek to Block Problematic Content

Shadow AI in Higher Education: Responsible AI Policies with an Irresponsible Lack of Detail

AI Governance Challenges with China’s DeepSeek

Supporting Compliance with the EU AI Act and EU Digital Operational Resilience Act (DORA) for Shadow AI Governance with the Hyperproof GRC Platform

YDC_AIGOV Shadow AI Governance Agents:

Using Collibra AI Governance Module to Assess Digital Twins for Personalized Health Care Against Maryland AI Executive Order

Shadow AI Governance with ServiceNow CMDB

Webinar Recap – Scale AI with Confidence: Agentic AI Governance with Collibra

AI Governance Considerations with Digital Twins for Personalized Health Care

Agentic AI Governance with Collibra: Using Risk Scoring to Drive Differentiated Approval Workflows

Mapping of YDC AI Governance Framework to Maryland AI Executive Order

Agentic AI Governance with Collibra: Example with LinkedIn Hiring Assistant

Sample AI Risk Assessment for LinkedIn Hiring Assistant

Agentic AI Needs Embedded Governance For Human-out-of-the-Loop

Google NotebookLM

Let’s Talk About Agentic AI Governance

AI Governance Playbook

AI Governance Lead Requires Cross-Domain Skills

Supporting AI Security Literacy Through Prompt Engineering

Mapping of YDC AI Governance Framework to ISO/IEC 42001: 2023

AI Governance Maturity Assessment

Using a Bubble Chart to Prioritize AI Use Cases Across Cost, Risk & Value

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Mitigate Bias
Control

ID: 5.1

Ensure that AI systems are fair and manage harmful bias.

Component	Sub-Control	Regulation	Source
Address Fairness and Accessibility		EU AI Act -Article 10(2)(f)(g) – Data and Data Governance (“Examination of Possible Biases”)

Vendors

Detect Data Poisoning Attacks
Control

ID: 10.4.1

Data poisoning involves the deliberate and malicious contamination of data to compromise the performance of AI and machine learning systems.

Component	Control	Regulation	Source
10. Improve Security	10.4 Avoid Data and Model Poisoning Attacks	EU AI Act: Article 15 – Accuracy, Robustness and Cybersecurity

Vendors

Identify Executive Sponsor

ID : 1.1

Appoint an executive who will be accountable for the overall success of the program.

Component	Regulation	Vendors
1. Establish Accountability for AI	EU AI Act