Orco Group cuts document processing errors by 90% using GenAI automation for post-acquisition integration

Orco Group (Aruba Bank) deployed Large Language Models & Generative AI for Document Processing & Automation in Community & Regional. As reported by fisent.com: 90% error reduction.

Maintained by Peter Korpak, Lead EditorHow evidence is checked
90%Error Reduction
70%+Processing Time Reduction
10,000Documents Processed Per Day

Source-reported figures — cited source: fisent.com

What Orco Group (Aruba Bank) was trying to fix

Following Orco Bank's acquisition of CIBC FirstCaribbean, the group's IT team faced an unmanageable influx of physical documents — customer files, loan agreements, and collateral documents — that needed to be digitized, renamed, and categorized under a hard regulatory deadline. Manual processing was already overwhelmed before the acquisition, and physical document storage on the island of Aruba represented significant ongoing costs for rent, compliance, and outsourcing.

What Orco Group (Aruba Bank) deployed

Orco Group deployed Fisent BizAI, an Applied GenAI Process Automation platform, to classify, split, extract, and process hundreds of thousands of unstructured physical documents. BizAI integrated with the bank's existing enterprise infrastructure with minimal disruption and trained staff to proficiency in the specific use case within a few hours. The platform uses GenAI to bridge the enterprise application layer with LLMs, automating document interpretation across unstructured, multi-language, and multimodal content.

Results

BizAI achieved a 90% decrease in errors compared to prior manual processes and reduced document processing time by more than 70%, processing up to 10,000 unstructured documents per day. Faster ingestion curtailed physical storage costs, and the digitized data enabled proactive customer service such as notifying customers of upcoming loan expirations with pre-approved offers. The success generated six new project requests from different departments across the Orco Group.

Key Takeaways

  • Starting with a well-controlled back-office use case (no direct customer interaction) allowed the team to build confidence in GenAI technology before expanding to customer-facing processes.
  • GenAI document automation is now considered critical infrastructure for future acquisitions, streamlining integration of acquired banks' document management systems.
  • Initial success with a single use case created internal momentum, surfacing dozens of hidden manual processes across departments that can benefit from the same automation.

Evidence for Orco Group (Aruba Bank)'s Document Processing & Automation deployment

Reported outcome metrics
3 cited below
Cited source
fisent.com
Last updated
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