# Building agentic AI that scales: Architecture, governance and trust in the age of autonomous systems

Page: https://stenobird.com/podcast/hub-spoken-data-analytics-chief-data-officer-cdo-data-strategy-562230/building-agentic-ai-that-scales-architecture-governance-and-trust-in-the-age-of-autonomous-systems
Text version: https://stenobird.com/podcast/hub-spoken-data-analytics-chief-data-officer-cdo-data-strategy-562230/building-agentic-ai-that-scales-architecture-governance-and-trust-in-the-age-of-autonomous-systems.md
Podcast: [Hub & Spoken: Data | Analytics | Chief Data Officer | CDO | Data Strategy](https://stenobird.com/podcast/hub-spoken-data-analytics-chief-data-officer-cdo-data-strategy-562230)
Published: 2026-06-25T05:00:00+00:00
Episode link: https://cynozure.libsyn.com/building-agentic-ai-that-scales-architecture-governance-and-trust-in-the-age-of-autonomous-systems
Audio file: https://traffic.libsyn.com/secure/cynozure/Hub_260_Matt_Clarke_25th_June.mp3?dest-id=654304
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JSON: https://stenobird.com/v1/public/podcasts/hub-spoken-data-analytics-chief-data-officer-cdo-data-strategy-562230/episodes/building-agentic-ai-that-scales-architecture-governance-and-trust-in-the-age-of-autonomous-systems
Duration seconds: 2643

## Resource

Agentic AI is moving beyond experimentation. Organisations are beginning to explore how autonomous agents can automate decisions, orchestrate complex processes and unlock new levels of productivity. But how do you build these systems in a way that is scalable, secure and trustworthy? In this episode of Hub & Spoken, Jason Foster, CEO & Founder of Cynozure, is joined by Matt Clarke, Director of Architecture at Cynozure, to explore what it really takes to design and govern agentic AI architectures in enterprise environments. They discuss how agentic systems differ from traditional software, the growing importance of governance-by-design, and why trust, observability and control are becoming critical architectural principles. Matt shares practical examples of how agents are already being used to automate decision-making, personalise experiences and streamline operations, while highlighting the challenges organisations face as they move from proof of concept to production. The conversation also explores how governance can accelerate rather than hinder innovation, why every organisation needs an effective "off switch" for AI systems, and why flexibility may be the most important design principle as agentic AI continues to evolve.

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## Transcript

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