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approvals
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AI Agent Action Approval: Limits a System Prompt Can't Enforce
An AI agent keeps to the refund limit in its system prompt only until a customer talks it into a different number. Before each tool call runs, check it with rules that return ALLOW, NEEDS_APPROVAL, or DENY, and use the prompt only for what the agent says.
October 24, 202615 min read
Rule Engine for Fintech: Limits, Underwriting, and Approval Decisions
Fintech limits, underwriting thresholds, and approval decisions change with every regulation and every risk model, and break when they're buried in service code. The deadline comes from a regulator, the threshold belongs to risk, and an auditor will ask which one was in force on a given day.
June 25, 202613 min read