Free Resource

AI Readiness Checklist — Free Download

Assess your data, infrastructure, team capabilities, and process maturity before investing in AI. Used by 500+ engineering leaders to make confident AI adoption decisions.

Download the Checklist

What the Checklist Covers

Four assessment domains with specific, actionable criteria. Complete the checklist with your cross-functional team in 1–2 hours to get a clear picture of your AI readiness.

Data Audit Criteria

  • Data is centralised or accessible via APIs
  • Data quality standards are documented and enforced
  • Sensitive data is classified and governed by policy
  • Historical data is available for model training (6+ months)

Infrastructure Review

  • Cloud or on-prem GPU compute is available or budgeted
  • CI/CD pipelines exist for application deployments
  • Monitoring and logging infrastructure is in place
  • API gateway or service mesh supports new integrations

Skills Assessment

  • Team includes or has access to ML/AI engineering expertise
  • Data engineering capacity exists for pipeline development
  • Business analysts can define success metrics for AI use cases
  • Leadership has baseline AI literacy for decision-making

Process Maturity Scoring

  • Target workflows are documented and standardised
  • Decision-making criteria are explicit (not tribal knowledge)
  • Change management processes exist for new tool adoption
  • KPIs are tracked and reviewed regularly for target processes

Download the Full Checklist

Enter your details below and we'll send the complete AI Readiness Checklist to your inbox as a downloadable PDF. No strings attached.

What You'll Get

  • 40+ assessment criteria across 4 domains
  • Scoring rubric to quantify your readiness level
  • Gap analysis template to identify priority investments
  • Action plan framework for closing readiness gaps
  • Industry-specific benchmarks for comparison

No spam. We'll send you the checklist and nothing else unless you opt in.

Frequently Asked Questions

Need Help With Your AI Readiness Assessment?

If your checklist reveals gaps, AINinza's AI Readiness Assessment service provides a hands-on evaluation with expert recommendations and a prioritised action plan.