Welcome back to another episode of Data Driven!
This time, hosts Andy Leonard and Frank La Vigne sit down with Jim Spignardo, Director of Cloud Strategy and AI Enablement at ProArch, to explore the transformative role of AI and data engineering in critical industries. From the challenges of bringing modern AI solutions into traditional sectors like power generation and manufacturing, to the real-world impact of tools like Copilot, this episode dives deep into automation, return on investment, and the importance of outcome-driven technology adoption.
Along the way, Jim Spignardo shares hands-on stories and key lessons learned, such as how modernization happens gradually in high-stakes environments, and why ROI modeling and project management are crucial to successful innovation. Whether you’re curious about Azure AI Foundry or the future of workplace automation, this is an episode packed with practical insights and tales from the cutting edge of AI implementation.
Links
Time Stamps
00:00 ROI Journey with Copilot
04:57 Building with Azure AI Foundry
08:23 Implementing AI for Power Plants
12:22 Discussing 19.2K networks in power plants
14:00 Ensuring data security in devices
17:59 Cloud integration for IT operations
23:30 Discussing RPO, RTO, and ROI modeling
24:48 Switching from hobbyist to manufacturing
30:15 Introducing our AI platform Vector
34:34 AI Spend and ROI Dashboard
36:47 Improving meeting notes integration
40:48 AI in Manufacturing for Troubleshooting
45:41 Managing AI Tool Adoption
47:51 Tracking ROI and user intensity
52:03 Consulting firms spotting product chances
55:17 Increasing delivery speed with AI
56:55 Automating the house routine
