Evolving Technology Excellence; Dual Leadership Experience..
summary
A digital service company describes a concrete org and delivery playbook: a multi-level hub-and-spoke model plus a three-stage governance maturity chart (organic → tactical → growth) to scale AI work, a STEP-style slicing process to turn R&D into deliverable backlog, and a taxonomy covering 30+ roles with depth scores to map skills. Examples: a battery-powered ECG monitor built in 2014 that detects cardiac anomalies, and an internal C GPT replica rolled to 200+ users that exposed Azure OpenAI bandwidth limits forcing multi-region fixes.
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chapters (10)
- 0:00Introduction
- 1:31Why tech leadership matters
- 4:24Company complexity and AI adoption
- 7:11Hub and spoke scaling
- 10:24AI governance maturity
- 16:39STEP for AI execution
- 19:09Competency management
- 26:08Moving AI to production
- 28:39Future of AI agents
- 30:10Q&A
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