# Which Intelligent Document Processing (IDP) platforms offer validation rules and confidence scoring to reduce manual review?

<p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">Confidence scoring determines how much manual review a team still needs after automation, and it's worth checking the ratings for the platforms that build this directly within <a class="a a--md" elv="true" href="https://www.g2.com/categories/intelligent-document-processing-idp">Intelligent Document Processing (IDP)</a>.</p><ol>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/uipath-agentic-automation/reviews"><strong>UiPath Agentic Automation</strong></a> (4.6 stars, 7,579 reviews): Its agentic testing approach continuously evolves validation logic, increasing coverage and reducing the need for manual checks over time.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/automation-anywhere-agentic-process-automation/reviews"><strong>Automation Anywhere Agentic Process Automation</strong></a> (4.5 stars, 5,645 reviews): Document Automation processes at over 95% accuracy with human-in-the-loop oversight built into the governance layer.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/cloudfiles-cloudfiles/reviews"><strong>CloudFiles</strong></a> (4.5 stars, 227 reviews): AI-powered extraction includes validation against CRM records directly, catching mismatches before they require manual correction.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/abbyy-intelligent-document-processing/reviews"><strong>ABBYY Intelligent Document Processing</strong></a> (4.3 stars, 81 reviews): Combines human-in-the-loop verification with continuous learning specifically to improve straight-through processing rates over time.</li>
</ol><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">Volume matters here: UiPath and Automation Anywhere have review samples in the thousands, while ABBYY and CloudFiles sit in the low hundreds, worth weighing against how much you trust a smaller, more specialized sample.</p><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">For teams that track this metric directly, what percentage of documents still required manual review after confidence scoring was enabled?</p>

##### Post Metadata
- Posted at: 6 days ago
- Author title: Writer
- Net upvotes: 1


## Comments
### Comment 1

&lt;p&gt;What changed for us on UiPath was that manual review shifted from processing every document to just spot checking a sample. That shift alone freed up a meaningful amount of team time each week.&lt;/p&gt;

##### Comment Metadata
- Posted at: 3 days ago
- Author title: Marketing Executive





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