Measure your actual AI on real work—without giving it autonomous control.

Start in shadow or approval mode. PriceBolt directly captures the commercial AI recommendation and the human review on user-confirmed redacted real cases.

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This is intentionally not live automation.

PriceBolt does not send, pay, book, update or write into your production systems here. This stage validates real-case recommendation quality and human review. Live writes, permissions, rollback and unattended execution remain unproven.

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