The critical mistake is confusing model delivery with system deployment. Organizations often assume the project ends with a working model, but the deployment and maintenance lifecycle—including monitoring for model drift, setting up retraining pipelines, and ensuring scalability—constitutes a separate, ongoing operational cost center that's rarely covered in fixed-price contracts.
The critical mistake is confusing model delivery with system deployment. Organizations often assume the project ends with a working model, but the deployment and maintenance lifecycle—including monitoring for model drift, setting up retraining pipelines, and ensuring scalability—constitutes a separate, ongoing operational cost center that's rarely covered in fixed-price contracts.
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The critical mistake is confusing model delivery with system deployment. Organizations often assume the project ends with a working model, but the deployment and maintenance lifecycle—including monitoring for model drift, setting up retraining pipelines, and ensuring scalability—constitutes a separate, ongoing operational cost center that's rarely covered in fixed-price contracts.
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