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Why would our customers want approval-authority data instead of generic workflow data?

Authority-limited approvals add the hard part of a workflow: the correct outcome depends on who asks, who approves, how much is at stake and what risk applies.

**Why would our customers want approval-authority data rather than generic workflow data?** Generic workflow data shows steps in order. Authority-limited approvals add the part that makes decisions hard: the correct outcome depends on who is asking, who is approving, how much is at stake and what risk rating applies. That gives your customers something specific to train and test against.

**What do they actually test?** Whether a model or agent routes a request to the right role, declines to approve beyond a limit, notices a capped or expired delegation, and records why it acted. These can be checked against an explicit policy rather than a reviewer's opinion.

**Does it suit a marketplace listing?** The scope is easy to state: a defined set of linked record types, a named domain and a clear evaluation purpose. Buyers can compare it with other listings without reading long documentation.

**Is the data real?** No. MirrorFirm output is generated, informed by direct observation of how real businesses operate, and it is never real business records. Ask for a sample and inspect it for grounding and disclosure risk before listing.

**Can one release cover several industries?** A release can be scoped to one domain, such as insurance claims or utility purchasing, or span several with a shared record structure. Scope this in a pilot.

A clearly scoped, rule-checkable workflow is easier to list, compare and sell than a vague process dataset, and it gives buyers a concrete evaluation purpose.

Audience:
Licensed resellers
Content type:
FAQ
Buyer question:
What it is and why it matters

Content release: r-a220eb6e099b243b

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