Research & Resources

Decision frameworks and case notes from real deployments to support your AI decision-making journey.

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Decision frameworks

Practical frameworks for AI decision-making, ROI evaluation, and strategic planning.

AI ROI Evaluation Framework

Step-by-step framework for evaluating AI investments using evidence-based benchmarks.

→ Use AI ROI Calculator→ Chapter 3

Build vs. Buy Decision Framework

Structured approach to evaluating custom AI development vs. vendor solutions.

→ Use Build vs. Buy Framework→ Chapter 4

AI Risk Assessment Framework

Comprehensive framework for identifying and mitigating AI risks before deployment.

→ Use AI Readiness Assessment→ Chapter 5

Case notes from real deployments

Anonymized research field notes from observed patterns in enterprise AI deployments.

ROI Patterns from $500M+ Deployments

Observed ROI patterns ranging from 2.56× to 17× across Fortune 100 companies.

→ Compare with AI ROI Calculator→ Full case studies in book

Governance Patterns in Regulated Industries

Real-world governance approaches from financial services and healthcare deployments.

→ Use AI Governance Checklist→ Chapter 6

Failure Patterns and Lessons Learned

Common failure patterns and how successful organizations avoided them.

→ Assess your risks→ See book for details

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