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The Compounding Tech Podcast

Executive conversations on AI-native delivery, enterprise transformation, and technology group building. Full transcripts are included on every episode to ensure search and AI assistant indexability.

Episode 01 • Technical Perspectives Recorded June 2026 • 42 mins

AI-Native Delivery Realities: Beyond the Slogan

Discussion with group technology directors on LLM latency budgets, automated review harnesses, and the shift from billable hours to guaranteed outcomes.

Full Episode Transcript

Host: Welcome to The Compounding Tech Podcast. Today we are discussing what AI-native delivery means in production under enterprise constraints.

Guest: Many agencies claim AI adoption because their engineers use Copilot. Real AI-native engineering requires structural changes: test automation that verifies LLM output, metered token latency budgets, and contracts built around outcomes rather than hours.

Host: That is exactly the rationale behind ATG Labs: codifying recurring challenges into reusable accelerators rather than solving the same problem from scratch on every contract.