Svarapps Technologies
Microsoft

AI Document Processing Agent

A High-Volume Chemical Distribution Enterprise

How an intelligent automation pipeline eliminated hours of daily manual document processing and scaled to handle unlimited vendor volume with zero errors

AI Document Processing Agent

A chemical distributor receiving compliance documents daily from dozens of global suppliers replaced their entire manual extraction and formatting workflow with an end-to-end AI-powered pipeline. The result was a system that reads any supplier document, extracts the right data, populates branded templates, generates Word and PDF outputs, files everything correctly, and closes the support ticket — all without human involvement.

Business Challenge:

The team spent hours daily manually reading vendor documents, extracting data, formatting into branded templates, converting to PDF, filing, and closing tickets. Every supplier used different formats, making rule-based automation impossible. As supplier volume grew, errors increased and turnaround slowed.

Key Pain Points:

  • Supplier documents all formatted differently
  • Manual extraction slow and error-prone
  • Growing volume unmanageable without new hires
  • Support tickets stayed open until manual filing

Solution:

We built an end-to-end automation pipeline:

Pipeline StageWhat Happens
File SubmissionVendors upload documents via a simple interface
AI ExtractionCustom AI model reads any format and extracts 14+ fields
Document Type DetectionAuto-identifies COA vs Spec Sheet
Data ValidationExtracted fields validated and structured
Template PopulationData mapped into branded Word template
PDF GenerationPDF generated alongside Word document
Storage & FilingFiles saved to SharePoint libraries
Ticket ClosureSupport tickets closed automatically

Technology Stack

Power Apps · Power Automate · AI Builder · SharePoint · Azure Functions · Word Templates · FreshService

Results:

  • Processing time cut from 20–30 minutes to under 2 minutes
  • Accuracy consistently above 99%
  • Unlimited scalability without extra headcount
  • Manual effort reduced to near zero
  • Support tickets closed automatically
  • Staff time reallocated to higher-value work

Transform Vendor Chaos into Compliance

Eliminate manual document handling with AI-powered automation that scales effortlessly and delivers 99%+ accuracy.