
Cloud Wars Live with Bob Evans AI Agent & Copilot Podcast: Insight Works' Mark Hamblin on How AI Transforms Process, Products
Dec 22, 2025
23:39
Key Takeaways
- AI use cases: At Insight Works, Hamblin explains that AI is leveraged in three main ways: to enhance internal business process development, to create higher-quality marketing content, and to enhance product offerings.
- Product specifics: Hamblin shares how AI is streamlining Shop Floor Insight, a product of Insight Works, by automating labor time validation, eliminating the need for supervisors to manually review time cards through exception-based logic and rules. Further, AI and agents are enhancing production scheduling by analyzing millions of decision points, identifying issues, and providing real-time insights or alerts, paving the way for innovative, user-driven automation through tools like the Agent Playground.
- Adoption: Hamblin notes the mixed reactions to AI adoption. While AI can rapidly deliver solutions, such as building a container management system in hours, it ultimately enables employees to focus on higher-value work, helping businesses scale without increasing headcount. However, AI-related change management can be complex, as capabilities evolve dramatically within months and future advancements are unpredictable. This uncertainty poses challenges for change management.
- AI advancement: Now, AI excels at processing large datasets and answering natural language queries, and its capabilities have advanced dramatically compared to a few years ago. Previously, it could build applications like a WMS mobile app in minutes, but today’s technology is far more powerful and sophisticated.
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