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489: Time To Swap Your Axe For A Chainsaw: The Power of Agentic AI

489: Time To Swap Your Axe For A Chainsaw: The Power of Agentic AI

Sep 08, 2025

Colby Ward is a Senior Software Development Manager at Amazon Web Services, specializing in scaling engineering teams in AI and cloud. His diverse background includes roles at Microsoft, running his own development company, and managing supply chain operations for a railroad before joining Amazon, where he helped launch international websites and now focuses on AWS Supply Chain. Ward argues that generic SaaS systems have historically forced businesses to adapt their operations to the software. He champions agentic AI as a transformative tool that acts as a flexible orchestration layer, making unbiased, data-driven decisions and providing a significant competitive advantage, likening its adoption to swapping an axe for a chainsaw.

489: Time To Swap Your Axe For A Chainsaw: The Power of Agentic AI

Today I’m joined by Amazon Web Services, an industry mega-brand that provides a reliable, scalable, low-cost infrastructure platform in the cloud that powers hundreds of thousands of businesses in 190 countries around the world.

Amazon Web Services is the world’s most comprehensive and broadly adopted cloud, offering over 200 fully featured services from data centers globally. Millions of customers, including the fastest-growing startups, largest enterprises, and leading government agencies, use AWS to lower costs, become more agile, and innovate faster.

Today, Colby Ward, Senior Software Development Manager at Amazon Web Services, will be talking all about agentic AI. Colby and I will be exploring the shift beyond automation, and why software has to stop dictating how businesses operate. We’ll be talking about the importance of change management, and driving competitive advantage in new ways. Plus, we’ll be asking the big question: are you ready for the future?

Guest bio:

As a technology executive, Colby specializes in scaling engineering teams, driving innovation in AI and cloud, and turning cutting-edge tech into practical solutions — not just flashy demos. He helps companies punch above their weight with technology that actually delivers. Beyond work, Colby coaches soccer, football, and robotics, and builds the occasional robot — some of which need dismantling before they get too clever! He also practices Brazilian jiu-jitsu, where the occasional armbar from someone half his size is a useful reminder of the value of humility.

 

04:04

An introduction to Colby, his background, and role at Amazon Web Services.

06:58

An overview of AWS – who they are, what they do, and how they help their customers.

Everybody knows the expression: ‘Garbage in, garbage out!’ But no one seems to focus on that area enough. They seem to say: “Well, here’s our solution, whatever your data is, we’ll take it.” And nobody focuses on: “How can I connect your data in an easier way?” “Our goal is to eventually eliminate the spreadsheet on every supply chainers desktop!
10:30

Where enterprise technology has focused over the last couple of decades, the positives and negatives, and how we’ve got to where we are today.

14:17

The problem with generic SaaS systems in supply chain, and how agentic AI can deliver improved orchestration and eliminate bias.

SaaS systems are designed to fit any customer need, not your specific needs…. It has to be built in a generic way, so they offer configurable options, different APIs, but you’re molding a generic system. And the problem is: supply chain problems aren’t generic. They’re specific. When you translate the word supply chain, what you’re really saying is business operations. So that’s a big topic!” “Not conjecture, not just leaving it up to somebody’s best instinct… When you’re operating on data-driven decisions, you don’t have to second guess.
22:27

How businesses can tackle outdated processes and deal with dirty data to leverage agentic AI in the most effective ways.

People say that data is the new oil, and that’s true. But, like oil, if it’s unrefined, it’s useless.
29:17

Leveraging agentic AI for competitive advantage, and why businesses should be thinking about creating the most amount of outputs from the least amount of inputs.

Enterprise A that doesn’t use AI will eventually be the lumber yard that never bothered with a chainsaw. There’s a reason we moved from axes to chainsaws, and AI is your chainsaw!
35:21

Whether or not agentic AI will level the playing field.

37:34

An overview of ontologies, process and knowledge graphs, and how they can guide agents to achieve next-level intelligence.

42:36

Change management, and how businesses should be thinking about people alongside technology to ensure the best chance of success.

If you visualize this as a tool to help you with your job, you’re immediately going to be better off… Make sure you have an AI strategy in place. Don’t be dismissive that this is the next new fad. It’s not. It’s transformative.
45:00

Are we ready? What organizations should take away from this discussion.

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