Lessons from LLM applications


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Posted by AI_Developer_M on August 14, 2026 at 20:12:02:

In Reply to: WWWBoard Version 2.0! posted by Trout fish on April 08, 2025 at 03:12:39:

AI features in financial products need a different production standard from a general-purpose assistant.

Beyond model quality, the system may require deterministic controls, audit trails, permission boundaries, explainable outputs, human approval and strict handling of sensitive data. These constraints should shape the architecture from the first discovery phase.

We work on AI engineering for fintech products. Which control do you consider mandatory before an AI workflow can influence a financial decision?



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