- Technology, information access, and infrastructure
Free AI Adoption Assessment: See How AI Is Used in Real Work
Go beyond AI access and tool usage. Measure how consistently AI is integrated into everyday work, compare capabilities with the AI Index, and identify practical opportunities to strengthen adoption across your organization or team.
Unum
CVS Health
IHG Hotels & Resorts
Kimberly-Clark
Sime Darby
First HorizonResults You Can Act On, in Minutes
Understand where AI is becoming part of everyday work, compare capability ratings, and identify the improvements that will help teams adopt AI more consistently.
Capability Ratings

Overall AI Adoption
See how consistently AI is embedded in day-to-day work—not just how widely tools are licensed.
AI Index Comparison
Identify where adoption practices are ahead of or behind the AI Index baseline.
Capability Strengths & Gaps
See which AI-enabled habits are taking hold and where adoption remains uneven.
AI-Powered, Outcome-Driven Recommendations
Prioritize practical changes that help teams turn AI experimentation into repeatable, valuable work.
What Does the Free AI Adoption Assessment Measure?
Look beyond AI availability to assess the practices that make adoption stick. Choose an audience to review the capabilities behind recurring, productive AI use.
- Governance, ethics, and security
- Understanding, prompting, and output evaluation
- Discovering, prioritizing, and measuring value
Each AI assessment focuses on capabilities relevant to the selected template.
Choose Your Free AI Adoption Assessment
Choose the AI assessment that fits your organization or team to understand how consistently AI is being adopted in real workflows.
Group
For organizations assessing how far AI has moved from pilots into governed, repeatable operations.
General Team
For business and operational teams checking whether AI is consistently used in routine tasks and insights.
Delivery Team
For delivery teams examining whether AI is integrated into engineering, testing, and product workflows.
AI Access Doesn’t Equal AI Effectiveness. We Don’t Measure Licenses. We Measure Practice.
Lean Agile Intelligence uses a progressive, evidence-based maturity model to evaluate how AI is applied in real work. Defined maturity criteria show teams what good looks like and how to improve.
Customization
Align AI assessments with your strategy, terminology, and priorities so capability growth reflects what matters to your organization.
Maturity Model
A structured, scalable model that defines what good looks like and maps a clear progression for capability growth.
Visibility
Give leaders a connected, evidence based view of AI adoption, aggregate results across teams, and proactively identify systemic issues.
Team Enablement
Equip teams with AI-powered recommendations, objective growth criteria, and actionable next steps to improve without relying on SMEs.
AI Adoption Means Moving Beyond Access to Everyday Practice
Providing AI tools gives people an opportunity to experiment. Adoption takes hold when teams integrate AI into recurring work, develop consistent practices, and make its use reliable enough to support better outcomes.
From AI Access to Operationalized Workflows
Four practical steps describe how AI use becomes a reliable part of the way work gets done. This is an adoption journey, not the five-level capability maturity scale.
Sustained AI adoption depends on how work changes, not just how often tools are opened.
Access and experimentation create the opportunity; workflow integration and repeatable practice turn it into meaningful adoption.
Understand What AI Adoption Means
Explore the difference between giving people AI tools and building consistent AI-enabled practices.
EXPLORE THE THINKINGWhat Is AI Adoption?Learn how adoption moves from access and experimentation into everyday work.Move Beyond Usage Toward Operationalization
Explore why occasional tool use is not the same as reliable integration into shared workflows.
EXPLORE THE THINKINGAI Adoption vs. AI OperationalizationSee how consistent practices differ from initial use and what helps sustain them.Start Free. Scale When You're Ready.
Start with a free AI Adoption Assessment, then build shared AI-enabled practices across teams and gain broader organizational visibility.
See where you stand
- 15-minute AI assessment
- AI maturity results
- AI Index comparison
- AI-powered, outcome-driven improvement recommendations
Start improving together
- Full AI capability catalog
- Up to 3 teams
- Team aggregation
- Custom AI assessment templates
Scale across your organization
- Individual role-specific AI assessments
- Organization-wide insights
- Quantitative templates (DORA, Flow, etc.)
- Work management system integrations
Explore the Full AI Assessment Templates
Use the full templates to investigate what may be limiting AI adoption across different audiences. Each goes deeper than the free starting point.
AI Adoption Assessment FAQs
Answers to common questions about AI adoption and the free AI assessment.
What is an AI adoption assessment?
A free, 15-minute AI adoption assessment evaluates how consistently AI is being applied in actual work. It highlights capability strengths, adoption gaps, and practical opportunities to improve.
How is AI adoption measured?
AI adoption is assessed using defined criteria for observable practices and workflows, rather than tool access or login counts. Select Group, General Team, or Delivery Team to review the capabilities relevant to that audience.
Which capabilities support AI adoption?
The AI assessment examines capabilities appropriate to the selected audience, such as AI fluency, value management, responsible AI, and AI-assisted ways of working. The underlying capability model uses five maturity stages: Starting, Emerging, Enabling, Operationalizing, and Optimizing. Explore the AI Maturity Assessment.
How can I tell if our AI adoption is keeping pace?
Use the AI Index to compare adoption-related capability ratings with a broader baseline. The comparison highlights where your teams have established stronger practices and where further integration may help.
Can I evaluate AI adoption before committing to a platform?
Yes. Complete the free, 15-minute AI Adoption Assessment without registering or entering a credit card. You will receive immediate results; the optional 30-day free trial is a separate next step.
What should we do when AI use is still inconsistent?
Start with the gaps highlighted in your results and AI Index comparison. Use the AI-powered recommendations to identify practices your teams can strengthen, then decide whether to explore the optional 30-day free trial.
How is AI adoption different from AI readiness?
AI readiness focuses on the foundations needed for effective and responsible AI use. AI adoption examines whether people and teams are putting AI into practice consistently in actual work. Learn more with the AI readiness assessment. Explore AI readiness.
Lean Agile IntelligenceReady to See How AI Is Taking Hold?
See how AI is being adopted in real work, compare your results with the AI Index, and identify where to improve next.
Start Your Free AI Adoption Assessment