English-flag English

From AI experiments to enterprise-scale impact

Understand what it takes to operationalize AI across complex environments.

While AI adoption is accelerating, many organizations struggle to move beyond isolated use cases.

 

Common challenges include fragmented data landscapes, unclear governance, legacy system constraints, and limited visibility across engineering workflows. This assessment helps you evaluate your readiness across key dimensions and as a result you will receive a tailored report outlining:

  • Your current maturity level
  • Key limitations impacting AI scalability
  • Recommendations aligned with enterprise-grade best practices
  • A structured path toward more integrated and governed AI adoption

Start your assessment

Personal information

Questions

1. Do you have a defined AI strategy aligned with business goals?(Required)
2. How do you govern the use of AI across your organization?(Required)
3. How do you manage risk, compliance, and data privacy in AI initiatives?(Required)

Data Foundations

4. How would you describe your data architecture?(Required)
5. How accessible and usable is your data for AI use cases?(Required)
6. Do you have a unified data governance and cataloging approach?(Required)

AI & Engineering Capabilities

7. How are AI tools currently used in engineering teams?(Required)
8. Do you have internal guidelines for AI usage (e.g. coding assistants, GenAI)?(Required)
9. Where do you see the biggest opportunity for AI?(Required)

Delivery & Operations

10. What is your biggest SDLC bottleneck?(Required)
11. How much effort is spent on maintaining legacy systems?(Required)
12. How mature is your MLOps / AI lifecycle management?(Required)

Organization & Adoption

13. How well is knowledge shared across teams?(Required)
14. What is the biggest barrier to scaling AI?(Required)
15. What would most accelerate AI adoption?(Required)
Consent(Required)
This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
IBM Gold partner

We regularly deliver enterprise-scale projects in partnership with leading global technology providers, ensuring robust and scalable solutions.