CMMI AIM

The integrated maturity model to accelerate innovation and maximize returns on AI investments.


It’s never been more critical to keep pace with the unprecedented growth of Artificial Intelligence across systems, services, and products.

Yet, without unified structure and defined maturity progression, efforts to scale, measure, or validate AI at the enterprise level can be difficult. The results? Fragmented execution, siloed and inconsistent oversight, and diminishing return on AI investment.

That’s why CMMI has compiled AI contexts, usage scenarios, and guidance across all domains into the all-new CMMI Artificial Intelligence Maturity framework, or CMMI AIM.


CMMI AIM Assess Your AI Maturity

What is CMMI AIM?

CMMI AIM is an AI maturity model integrated into the proven CMMI framework. It enables organizations to build, assess, validate, and continuously improve AI capability through integrated governance, repeatable processes, measurable business outcomes, and globally recognized best practices. 

CMMI AIM gives organizations a competitive advantage by helping them innovate faster with a clear, structured path to progressive AI maturity:

  • Visibility and control: Gain clear, structured insight into AI maturity, risk, and performance
  • Consistency and scale: Enables repeatable, scalable AI delivery across the organization
  • Measureable improvements: Drive continuous, defensible progress in AI capability and performance

CMMI AIM is supported by a comprehensive set of model assets that consists of the following:

CMMI Model Viewer Plus

Features AIM Model Content and CMMI AI Crosswalks:

AIM Model Content
Replace fragmented AI practices with a unified model that is designed for streamlines access and applicable to AI adoption, development, and integration. CMMI AIM provides AI practices and guidance across all CMMI domains, helping organizations apply best practices consistently across the enterprise.

CMMI AI Crosswalks
Accelerate compliance and improvement by bridging global AI standards. The AI Crosswalks feature bi-directional mapping that aligns CMMI AIM to/from leading global AI governance, risk, and compliance standards.

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CMMI AIM Practitioner Training & Certification

Offers learning paths to proficiency in AI maturity:

START HERE! Building Artificial Intelligence Maturity (BAIM)
Learn to improve process and capability in AI initiatives and how AI can continuously improve organizational performance iin this one-day, instructor-led virtual training.

Appraising Artificial Intelligence Maturity (AAIM)
Gain the skills to effectively plan and conduct CMMI AIM Appraisals using CMMI AIM contexts and guidance to assess, improve, and sustain performance in AI initiatives in this one-day training.

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CMMI AIM Appraisal

Enables organizations to assess, benchmark and improve AI maturity and performance outcomes for success and predictability at progressive maturity levels.

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CMMI AIM is already a proven success

The CMMI AIM Pilot Program included senior quality leaders from across industry. Here is just a handful of the accolades for CMMI AIM from this important initiative.

We didn’t just adopt AI tools, we built an AI-native operating model with enterprise governance, a defined architecture, and direct CEO accountability. The CMMI AIM pilot gave us the honest baseline we needed to do it right.

Raymond Roberts, Chief Executive Officer, Government Technical Services Corporation (GTSC)

With standardized delivery and controlled variance, the CMMI AIM accelerates time to value and positively impacts both revenue growth and margins for organizations.

Ajith Sreekumaran Nair, VP-Senior Business Quality Head, Infosys

I view CMMI-AIM as a foundation for modern, AI-enabled IT delivery. Our continued investments in AI, including CMMI-AIM, empower us to help clients accelerate innovation, drive industry eminence and enhance execution capabilities, unlocking new avenues for growth.

Aman K Singhal, Partner, IBM Consulting

Trusted AI content from industry leaders

Trusted AI content from industry leaders

CMMI AIM content was developed by the CMMI AI Working Group, a globally representative, multi-industry body sponsored by IBM Global and including over 25 executives, practitioners, instructors, Lead appraisers, and subject matter experts. Their charter focused on researching and curating industry best practices related to AI, machine learning, automation, ethics, DevSecOps, testing, threat analysis, and advanced manufacturing, and translating those practices into actionable CMMI Model content. Additional valuable insights were gathered from over 100 companies through structured community and internal reviews.

Transform AI into Enterprise Advantage with CMMI AIM

CMMI AIM provides a structured pathway for enterprises to responsibly scale and manage AI, enabling them to transform their AI capabilities into a significant competitive advantage. Learn more with our infographic!

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