AI Claims Assessment Portal | LLM-Powered Product Claim ValidationAI Claims Assessment Portal | LLM-Powered Product Claim Validation
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AI Claims Assessment Portal | LLM-Powered Product Claim Validation
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Dusko's avatar
LLM powered claim validation on NestJS and Postgres is an interesting problem, especially getting consistent structured output from the model before it hits the database. I do a fair amount of prompt engineering with Claude Code on client projects, and validating LLM output...
Roja's avatar
I use both layers, I enforce a structured schema in the LLM prompt/output format, and then validate it again on the strict schema before persisting to Postgres. The backend validation is the final guardrail, especially for handling missing fields, unexpected values, or malformed responses.
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