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Where it lives

AI Approvals sits under Portal, at Forms.
The Approval Gate on a form's automations, which holds a submission for a human decision before any automation runs on it.

Before you start

How it works

AI Approvals is configured per form, on the form’s automation under manual acceptance. Toggle Enable Introw AI validation and the AI reviewer joins that form’s approval workflow. You give it instructions - the rules a submission has to meet, written in plain language - and Introw can generate a first draft of those instructions from the form’s own fields, which you then edit. When a partner submits, the AI reads the submission and its attachments, checks it against your instructions, and produces a verdict with reasoning: accept, decline, or return for more information. By default it guides - the verdict and reasoning show up for your human approvers, who make the call. Turn on auto-execution and set a certainty threshold (defaults to 90) and the AI acts on its own when its confidence is at or above that bar, and escalates anything below it to your acceptance steps. Because it runs on the form layer, the same reviewer covers deal registrations, MDF requests, claims, ROI, and invoices, and shared leads.

Guide vs. auto-execute

  • Guide (default) - the AI assesses every submission and posts its verdict and reasoning; a human still accepts, declines, or returns.
  • Auto-execute - above the certainty threshold the AI accepts, declines, or returns on its own; below it, the submission escalates to a human. This is how a stack of routine, well-documented submissions clears without sitting in a queue.

Where it fits the approval flow

AI validation runs first, then your sequential human acceptance steps handle whatever escalates. Channel conflict screening runs alongside it as the conflict-specific check on deal registrations.

Settings & configuration

Configured on the form editor’s automation tab, under manual acceptance.

Enable Introw AI validation

Turn on validation for the form so the AI reviews its submissions.

Instructions

Write the rules the AI checks each submission against, or generate a draft from the form’s fields and edit it.

Auto-execution

Let the AI act on its own above the certainty threshold; leave it off to keep the AI advisory while humans decide.

Certainty threshold

Set how confident the AI must be to act without a human (defaults to 90). Lower it to automate more, raise it to escalate more.

How-to guides

None yet.

Troubleshooting

Auto-execution acts on real submissions - accepting an MDF claim or a deal registration writes to your CRM and can draw down budget. Start advisory, review the AI’s verdicts, and only raise auto-execution once its instructions are proven. The AI reviews against your instructions only, so vague rules produce vague verdicts.
Validation isn’t enabled on that form, or the form has no approval workflow.
The certainty threshold is too high for the instructions, or the instructions are ambiguous.
Tighten the instructions and raise the threshold; auto-execution follows the rules you gave it.