At Under The Inference, our goal is simple: to demystify artificial intelligence. We cut through the hype and headlines to have honest, practical conversations with the people actually building the systems shaping our future. Whether you’re an AI strategist, a curious technologist or a sceptical bystander, this podcast is your window into how AI, data and machine learning are really being developed, deployed and governed today.
This Episode
We’re joined by Sam and Harrison, co-founders of Great Wave AI (https://greatwave.ai), a company building an agentic platform that helps enterprises configure, manage and scale their AI agents in the real world. Their work sits at the intersection of technical depth and product design; they’re not just theorising about multi-agent architectures, they’re actively deploying them inside some of the UK’s most security-conscious organisations. Their platform offers tools for agent creation, orchestration, monitoring, evaluation and governance, all built with enterprise needs and risk in mind.
So what’s inside the episode? First, we dig into a common misconception - that agentic AI simply means “fancier chatbots”. Sam and Harrison break that myth apart, giving compelling real-world examples of multi-agent ecosystems solving problems in document processing, case summarisation, and enterprise automation. We also hear why chaining micro-agents together produces better, more reliable outcomes than asking a single large language model to do everything at once, and what it takes to build the infrastructure to support that at scale.
In the second half of the conversation, we go deep on the risks and realities of deploying AI in high-stakes environments. From jailbreaks and prompt injection to the challenges of contradictory data and evaluation frameworks, this episode is packed with insights on how to balance innovation and governance. We also look at where agentic AI might be heading next: from cross-company agent communication to a world where AI quietly takes on the low-value tasks we’d rather not deal with.
This is one of our most practical and wide-ranging episodes yet and it’s a must-listen if you’re building or buying AI tools in 2025.
Episode 3: Secret AIgents
Episode 3: Secret AIgents - In this episode of Under The Inference, Richard Davis sits down with Harrison and Sam, co-founders of Great Wave AI, to explore what it really means to operationalise agent-based systems. They dive into multi-agent orchestration, the hidden pitfalls of enterprise adoption, why chatbots are only the beginning, and what it takes to scale trust, speed and control in the age of probabilistic AI.
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We are always looking for new guests to feature on our podcast.
If you have a story to share or insights to offer, please reach out to us. We would love to have you on our next episode!
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