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Field Notes

We help you see the problem, not just hand you a recipe.

Notes from real deployments, on the fault lines we found and why they matter before you pick a model.

The Framework

The Five Fault Lines

Where AI deployments break, and why the model is rarely the reason. The five seams between a benchmark-grade model and your real-world deployment.

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Fault Line 05

The Computation Was Pushed to the Data

A wireless link dropped frames and the analysis went quietly wrong. The fix was architectural: move the compute to the data.

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Durandal Lab
Field Notes · Contact · Jersey City, NJ · info@durandallab.com