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EPISODE · Jul 13, 2026 · 20 MIN

Statewide partnership model to develop Forward Deployed Engineers

from AI for Good: Transforming CommunitiesGoodSam Podcast • Inspiring Hope with Douglas Liles · host A.I. Powered Hope with Douglas Liles

The Good Combinator Unified Platform & Forward Deployed Engineer Handbook serves as a comprehensive strategic and technical blueprint for launching an AI-implementation professional standard, beginning in the Florida market. The document establishes a unified operating doctrine that integrates educational curriculum, verified evidence-based learning, and a statewide partnership model to develop Forward Deployed Engineers. This ecosystem is built upon a canonical data model and a "one identity" architecture to ensure that all participants—from students to institutional partners—operate within a single, transparent truth. By prioritizing traceable evidence over claims, the platform aims to prove the value of responsible AI deployment through pilot programs in high schools and universities. Detailed governance frameworks, engineering standards, and thirty-to-ninety-day execution plans provide a rigorous structure for scaling this model beyond its initial beachhead. Ultimately, the handbook outlines a three-horizon strategy to transform AI capability into measurable organizational improvements while maintaining strict ethical and human-centered accountability.

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