Cross-Framework Requirement De-duplication

Eliminate Redundant Compliance Work

Companies complying with multiple AI regulations face 30-60% duplication of requirements. Veritas AI automatically identifies these overlaps, letting you implement once and comply everywhere.

40%

Average reduction in implementation effort

85%

Accuracy in identifying requirement overlaps

Faster compliance documentation

How It Works: Automated & Intelligent

Framework Analysis

Our AI analyzes regulatory frameworks to understand their structure, context, and terminology.

Semantic Mapping

The system identifies functionally equivalent requirements across frameworks using semantic understanding.

Unified Implementation

Generate a consolidated set of requirements with unified implementation guidance.

Select Regulatory Frameworks

Choose the frameworks you need to comply with to identify overlapping requirements

EU AI Act

NIST AI RMF

ISO 42001

GDPR

Canada AIDA

Custom Framework

Overlap Visualization

EU AI Act

NIST AI RMF

ISO 42001

Overlapping Requirements

Total Requirements:

187

Unique Requirements:

112

Overlap Rate:

40.1%

Highest Overlap:

Data Quality (87%)

Requirement Mapping

#	Requirement	Frameworks	Category
1	Implement an AI risk management system	EU AI NIST ISO	Governance
2	Implement data quality management for training data	EU AI NIST ISO	Technical
3	Document model evaluation processes and metrics	EU AI NIST	Documentation
4	Provide EU compliance declaration for high-risk AI systems	EU AI	Documentation
5	Implement AI system authentication mechanisms	NIST	Technical

Requirement Details

Description

Implement a comprehensive risk management system for AI models, including risk identification, assessment, and mitigation strategies throughout the AI lifecycle.

Implementation Guidance

Define a risk management methodology specific to AI systems
Establish risk assessment procedures and criteria
Implement risk mitigation controls and monitoring
Document all risk management activities and decisions
Review and update the risk management system regularly

Evidence Required

Risk management policy and procedures documentation
Risk assessment templates and completed assessments
Risk register with identified risks and mitigations
Documentation of risk review meetings and decisions

Framework References

EU AI Act

Article 9

Risk management system for high-risk AI systems

NIST AI RMF

GOVERN 1.2

Establish and implement an AI risk management plan

ISO 42001

Clause 6.1

Actions to address risks and opportunities

Metadata

Category:

Governance

Priority:

High

Overlap Score:

100%

Implementation Effort:

Medium

Unified Requirements Plan

Compliance Efficiency

By implementing these unified requirements, you'll address 87% of your compliance obligations across all selected frameworks with 40% fewer distinct controls.

40%

Reduction in
Required Controls

#	Unified Requirement	Frameworks Covered	Priority
1	Implement a comprehensive AI risk management system	EU AI NIST ISO	High
2	Establish data quality management for AI training data	EU AI NIST ISO	High
3	Implement technical robustness and security measures	EU AI NIST ISO	High
4	Create comprehensive technical documentation	EU AI NIST	Medium
5	Establish human oversight mechanisms	EU AI ISO	Medium
6	Implement logging and monitoring capabilities	EU AI NIST	Medium
7	Provide EU compliance declaration	EU AI	Low
8	Implement AI system authentication mechanisms	NIST	Low

Success Story: ACME Financial Technologies

"Veritas AI's automated de-duplication saved us months of compliance effort. We now maintain compliance with EU AI Act, NIST, and ISO with 40% less overhead."

Jane Wilson

Chief Compliance Officer, ACME Financial Technologies

26%

Reduction in compliance costs

68%

Faster time to compliance

Regulatory frameworks covered

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