The Hidden Tax of DIY: Why Using In-House Devices Slows Your Ship Cycles

What you'll learn

• Your real TCO: Beyond hardware costs, accounting for procurement cycles, OS management, device fragmentation, and engineering hours lost to maintenance.
• A path from reactive to predictive quality: How teams shift from "reboot and retry" troubleshooting to automated failure analysis that surfaces root causes in seconds.
• What diagnostic maturity looks like in practice: Why raw device access isn't enough, and how combining real-time logs, network captures, and AI-driven insights cuts MTTR significantly.
• The velocity unlock: How eliminating lab overhead and scaling parallel execution translates to faster releases and a reduction in total cost of ownership.

Topics covered