The answer
No. Existing models, search tools, rules, or a combination may solve the problem. Custom training becomes useful only when evidence shows a relevant limitation.
How can businesses use AI to solve existing problems?
Does every business AI project need a custom-trained model?
More FAQs in How can businesses use AI to solve existing problems?
Choose one bounded workflow, a baseline, representative examples, quality criteria, and a review process. This makes success and failure visible before wider adoption.
Correction time reveals hidden work created by errors. A system that produces fast but unreliable outputs can increase total effort even when its initial response looks impressive.
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