AI governance consulting

IBM Consulting® helps you weave responsible AI governance into the fabric of your business

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Create a holistic AI governance approach

Your board wants faster AI deployment. Your regulators demand tighter controls. AI governance failures cost organizations millions in regulatory fines, model failures, and lost stakeholder trust. CDOs face the challenge of operationalizing governance at scale without slowing AI innovation or duplicating existing data controls.

IBM Consulting helps you build governance that integrates with your data management infrastructure, with automated controls that work across your model portfolio. We bring industry-specific frameworks and technical implementation expertise so your governance program delivers measurable risk reduction and faster, compliant AI deployment. We start where your data governance ends, so you're not building from scratch.

Capabilities
AI governance strategy

Align strategy with intended business outcomes and technology. Encode policies into business rules and open reporting mechanisms to establish intentional clarity.

Organizational frameworks

Establish AI ethics boards, COEs, iterative training and communications strategies to operationalize Northstar principles. Establish a structure for accountability. Ensure diversity in model selection, training, deployment and monitoring.

Multi-model AI governance

Implement and scale multi-model AI solutions through enterprise platforms and applications to drive outcomes. Instrument guardrails to help ensure explainability, fairness and transparency in all AI implementations underpinned by watsonx.governance®.

Regulatory and risk advisory

Establish an AI risk management framework to ensure compliance with existing and upcoming laws.  Provide guidance on emerging cybersecurity threats and safeguards against them.

Data risk assessment

Enable data collection and visible reporting to make needed information available to all stakeholders. 

Security services

The potential for AI to bolster the cybersecurity of our critical infrastructure is enormous. Together, we can ensure safe and secure deployment of AI.

Strategic partnerships

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Adobe

Unlock the value of data analytics and use AI to deliver real-time personalized experiences for your customers with Adobe Experience Platform.

Insights

Aerial view of young student and adult woman working at the same desk
CEO Guide: Responsible AI and Ethics
The IBM Institute for Business Value uses data-driven research and expert analysis to deliver thought-provoking insights to leaders on the emerging trends that will determine future success.
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How IBM and the Data and Trust Alliance are fostering greater transparency across the data system
Introducing the first cross-industry standards for metadata to help describe data origin, lineage and suitability for purpose.
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How IBM is shaping AI governance in education with Smarter Balanced
With IBM Consulting, Smarter Balanced explores a principled approach for the use of artificial intelligence (AI) in educational assessments.
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The enterprise in 2030: Engineered for perpetual innovation
AI isn’t just enhancing the business model. By 2030, it will be the business model.

Meet our experts

Manish Goyal
Manish Goyal
Senior Partner and Global Leader, Artificial Intelligence (AI) & Analytics practice, IBM Consulting
Phaedra Boinodiris
Phaedra Boinodiris
IBM Consulting’s Global Leader for Trustworthy AI

Related services

AI consulting and services

We work across our own IBM watsonx® technology and an open system of partners to deliver any AI model, on any cloud, guided by ethics and trust.

Data and analytics consulting

Create a strategy and build out your ideal data estate, regardless of technology investments.

Automation consulting

Deliver connected, intelligent, end-to-end processes, underpinned with exponential technologies and trust.

Data and AI consulting services

IBM Consulting delivers expert Data and AI consulting services to help enterprises build responsible, scalable AI strategies. From agentic AI to data readiness and governance, we guide your transformation with trusted solutions.

Next steps

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