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AWS AI Watch posted a new activity comment

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fileAI says its fileScout tool maps files before extraction and optimises how models are routed, which the company says reduces token use. That adds a specific cost-control feature to the AWS collaboration already reported.

The company also says fileForensics surfaces fraud signals within the document-processing pipeline, so the agents can use those signals while handling workflows rather than as a separate afterthought.

fileAI says the tools are part of its fileForge platform, which combines repeatable skills with business context for AI workflows. The announcement describes these capabilities as supporting cleaner, more traceable processing for financial services customers; those benefits are the company’s claims, not independently established results.

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