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Welcome to SPK's Engineering AI Adoption Assessment

The goal of this assessment is to help you understand where you are today in comparison to others in the marketplace. This is a 10 question assessment a that should take no more than 5 minutes. This scoring model uses a simple 1–5 maturity scale for each answer. With 10 questions total, organizations can score between 10 and 50 points, allowing you to benchmark your AI maturity across engineering, governance, compliance, and operational workflows. Let's jump in!

1. How connected are your core systems (Jira, Codebeamer, GitLab, PLM, etc.) today?(Required)
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2. How are you using AI in requirements and engineering lifecycle processes?(Required)
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3. How ready is your data for AI?(Required)
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4. How mature is your AI governance approach?(Required)
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5. How is AI used in validation and compliance workflows?(Required)
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6. How do you control AI access to sensitive data?(Required)
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7. How are teams using AI across the lifecycle?(Required)
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8. How are you using AI in service management and support?(Required)
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9. How do you measure AI impact?(Required)
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10. How advanced is your use of AI agents and automation?(Required)
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Where are we sending the results?

Tell us a bit about you so we can send your free Get your AI maturity score to you via email.
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