How can organizations mitigate risks with fixed-price AI contracts?
Mitigate risks by investing heavily in the discovery phase, locking down all data specifications, defining explicit 'out-of-scope' areas like integration, and including clear mile...
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What are the biggest hidden costs in AI projects with fixed-price contracts?
The largest hidden costs are data engineering (cleaning, labeling, building pipelines), cloud infrastructure for training and inference, integration with existing business systems...
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When does a fixed-price AI project make sense versus when should it be avoided?
Fixed-price AI projects make sense for proof-of-concepts with strict budgets, well-scoped problems with clear inputs/outputs, or when augmenting a mature team that will handle dep...
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What is the critical mistake organizations make with fixed-price AI development?
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 lifec...
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