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Deployment Architecture.
Deep technical perspectives from the engineers who build, deploy, and operate AI systems in the real world.
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Latest Insights

The Agent Readiness Checklist: The 26-Point Pre-Deployment Matrix (ARM-26)
The complete 26-point operational diagnostic used by Kodense Forward Deployed Engineers to evaluate whether an enterprise workflow is ready for autonomous AI deployment.

Why 95% of Enterprise AI Pilots Fail (And What the 5% Do Differently)
An empirical autopsy of enterprise AI pilot failure based on MIT NANDA, McKinsey, and Gartner data, detailing the 4 pilot killers and how the 5% deploy to P&L value.

Forward Deployed Engineer vs Consultant vs Solutions Engineer: Comparison
A comprehensive systems breakdown of Forward Deployed Engineers (FDE) vs management consultants, solutions engineers, and in-house hires, including economics, incentives, and delivery mechanics.



