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About the Center for AI Behavioral Standards

Defining, measuring, and certifying AI systems based on their ability to influence human behavior and drive real-world outcomes. The gold standard for AI accountability.

Our Mission

CAIBS exists to establish the infrastructure layer for AI certification. As artificial intelligence becomes deeply embedded in every industry, the need for independent, rigorous behavioral standards has never been greater. We provide the framework, evaluation methodology, and certification marks that enable organizations to demonstrate their commitment to responsible AI.

Like UL for electrical safety, ISO for quality management, and SOC 2 for data security, CAIBS is building the definitive standard for AI behavioral accountability. Our certification signals to customers, partners, regulators, and investors that an AI system has been independently evaluated and meets established behavioral standards.

Who We Are

CAIBS is a program sponsored by the Disabled Veterans Whole Health Association (DVWHA), a 501(c)(4) membership association, and operated by Weerussh LLC. Our team brings together expertise in AI ethics, behavioral science, regulatory compliance, and standards development to create a certification framework that is both rigorous and practical.

The B.I.T. Framework™

Our proprietary Behavioral Impact & Trust (B.I.T.) Framework™ evaluates AI systems across five critical behavioral dimensions:

Bias & Fairness

Evaluates equitable treatment across demographics and use cases

Interaction Quality

Measures the quality and appropriateness of AI-human interactions

Transparency

Assesses clarity of AI decision-making and disclosure practices

Safety & Harm Prevention

Evaluates safeguards against harmful outputs and behaviors

Accountability

Measures governance structures and responsibility frameworks

Each dimension is scored on a scale of 0–5, yielding a total score of 0–25 that determines the certification tier (CAIBS-1 through CAIBS-5).

Why Certification Matters

In an era of increasing AI regulation and public scrutiny, CAIBS certification provides tangible benefits:

  • Trust Signal: An independent, third-party verification that your AI meets behavioral standards
  • Competitive Advantage: Differentiate your AI product in a crowded marketplace
  • Regulatory Readiness: Demonstrate proactive compliance with emerging AI regulations
  • Customer Confidence: Give users and stakeholders assurance about AI behavior
  • Industry Recognition: Join the growing community of CAIBS-certified organizations

Ready to Get Started?

Submit your AI tool for a free B.I.T. Framework evaluation, or explore our certification tiers.

CAIBS

Center for AI Behavioral Standards

The gold standard for AI accountability. Defining, measuring, and certifying AI systems based on their ability to influence human behavior and drive real-world outcomes.

A program sponsored by DVWHA
Operated by Weerussh LLC

Trademark & Intellectual Property Notices

CAIBS™, Center for AI Behavioral Standards™, B.I.T. Framework™ (Behavioral Impact Test), CAIBS-5 Exemplary™, and all associated logos, certification marks, badge designs, and visual identities are trademarks and/or service marks of Weerussh LLC, operating as the CAIBS Institute under the DVWHA program. All rights reserved.

The CAIBS certification badges, stickers, seals, and marks (including CAIBS-1 through CAIBS-5 designations) are proprietary certification marks. Unauthorized use, reproduction, display, or distribution of any CAIBS certification mark, badge, or seal is strictly prohibited and may result in legal action under applicable trademark and intellectual property laws.

Use of CAIBS certification marks is granted exclusively to organizations that have completed the official CAIBS certification process and maintain an active, valid certification status. Certification marks must be displayed in accordance with the CAIBS Brand Usage Guidelines. Any misuse, alteration, or unauthorized display of certification marks will result in immediate revocation of certification and potential legal proceedings.

Certification Disclaimer

CAIBS certification is an independent, third-party evaluation of AI systems based on the proprietary B.I.T. Framework™. CAIBS certification does not constitute legal advice, regulatory approval, government endorsement, or guarantee of compliance with any specific law, regulation, or standard (including but not limited to the EU AI Act, NIST AI RMF, or any other regulatory framework). CAIBS certification is a voluntary industry standard and should be considered as one factor among many in evaluating AI systems. Organizations are responsible for ensuring their own compliance with all applicable laws and regulations. CAIBS ratings and scores reflect the evaluation at the time of assessment and may change upon re-evaluation.

© 2026 Weerussh LLC d/b/a CAIBS Institute. All rights reserved.

A program sponsored by DVWHA (Disabled Veterans Whole Health Association), a 501(c)(4) membership association.

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