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Enterprise software is entering a new phase defined by agentic AI systems that plan, execute, and optimize workflows within guardrails. Dr. Chih-Han Yu, CEO of Appier, describes two emerging approaches: risk-aware decision making and capability calibration. These systems evaluate trade-offs between acting and being wrong, and self-assess confidence before generating outputs.
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