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RPA & Document AI

Eliminate Manual Data Entry With RPA & Document AI

From invoice processing and OCR pipelines to robotic process automation for legacy systems — hire verified specialists who turn paper-heavy processes into automated workflows.

Browse Professionals
SK
Sarah K. delivered a document AI bot·4.9
95%
Extraction accuracy
80%
Faster processing
70%
Labor cost savings
24/7
Bot operation

What Are RPA & Document AI?

Robotic Process Automation (RPA) uses software bots to mimic human actions — clicking through interfaces, copying data between systems, filling out forms, and navigating legacy applications that lack APIs. These bots handle the repetitive, rule-based tasks that consume hours of employee time every week, freeing your team to focus on work that actually requires human judgment.

Document AI (also called Intelligent Document Processing or IDP) takes this further by combining optical character recognition (OCR) with machine learning and large language models to extract structured data from unstructured documents — invoices, contracts, forms, receipts, medical records, and more. Modern Document AI goes beyond simple text recognition: it understands document layouts, interprets handwriting, classifies document types, and validates extracted fields against business rules.

Together, RPA and Document AI solve one of the biggest pain points in business operations: the manual movement of data between documents and systems. Whether you need to process thousands of invoices monthly, digitize paper archives, automate data entry into an old ERP, or build a compliance verification pipeline, this category connects you with specialists who deliver production-grade automation that pays for itself within weeks.

See it in action

A document scan, extracted in seconds

A real invoice scanned end-to-end — OCR pass, AI field extraction, and confidence-scored structured output. The kind of throughput your team will get back.

When Do You Need RPA & Document AI?

If your team spends hours on any of these tasks, automation can give that time back.

Invoice & Receipt Processing

Automatically extract vendor names, line items, totals, and tax from scanned invoices and receipts — eliminating manual data entry into your accounting system.

Contract Data Extraction

Parse legal contracts to extract key clauses, dates, parties, obligations, and renewal terms into structured data your legal or procurement team can search and act on.

Form Processing & Digitization

Convert paper forms, applications, and surveys into structured digital records. Handle handwritten text, checkboxes, and multi-page layouts automatically.

Email & Attachment Processing

Monitor inboxes, classify incoming emails, extract attachments, parse their contents, and route the data to the right system — CRM, ERP, or support desk.

Legacy System Data Migration

Use RPA bots to extract data from legacy systems that lack APIs — screen-scraping old ERPs, green-screen terminals, or desktop applications into modern databases.

Compliance & Audit Automation

Automate document verification, KYC checks, and compliance audits by cross-referencing extracted data against regulatory databases and internal rules.

Example Projects

Real project briefs showing the kind of RPA and Document AI work our specialists deliver.

Invoice Processing Pipeline for Logistics Company

Built a Document AI pipeline using Google Document AI + custom post-processing to extract data from 3,000+ invoices/month across 40 different vendor formats. Integrated with SAP for automatic PO matching and payment scheduling.

$6,000 - $12,000
4-6 weeks

Insurance Claim Form Digitization

Developed an OCR + LLM pipeline that processes handwritten insurance claim forms, extracts claimant info, damage descriptions, and supporting documents, and pushes structured data into the claims management system.

$5,000 - $10,000
3-5 weeks

UiPath Bot for ERP Data Entry

Created a UiPath attended bot that automates order entry into an older Oracle ERP system without API access. The bot reads order data from Excel, navigates the ERP interface, enters records, and logs results — saving 25 hours/week.

$3,000 - $6,000
2-3 weeks

KYC Document Verification System

Built a compliance automation system that verifies identity documents (passports, driver's licenses, utility bills) using OCR + AI classification. Cross-references extracted data against sanctions lists and flags mismatches for human review.

$8,000 - $16,000
5-8 weeks

What You'll Get

  • Document processing pipeline with OCR and AI extraction
  • RPA bot(s) with attended or unattended execution capability
  • Data extraction templates for each document type
  • Validation rules and confidence scoring for extracted fields
  • Integration with your target system (ERP, CRM, accounting, database)
  • Exception handling workflow for low-confidence or failed extractions
  • Admin dashboard for monitoring throughput, accuracy, and exceptions
  • Documentation with bot architecture, maintenance guide, and training materials

Tech Stack & Tools

Ecosystem at a glance

RPA & Document AI
UiPath
Automation Anywhere
Blue Prism
Google Document AI
AWS Textract
Azure Form Recognizer
Tesseract OCR
GPT-4 Vision
UiPathAutomation AnywhereBlue PrismGoogle Document AIAWS TextractAzure Form RecognizerTesseract OCRGPT-4 VisionPythonLangChainPower AutomateSeleniumPlaywrightFastAPIPostgreSQLApache Kafka

Skills You'll Get Access To

Every professional matched to your project is verified in these core competencies.

Robotic Process Automation (UiPath, Automation Anywhere, Blue Prism)
OCR & Document AI (Textract, Document AI, Form Recognizer)
Intelligent Document Processing & Template Design
Data Extraction, Validation & Confidence Scoring
Legacy System Integration & Screen Scraping
LLM-Powered Document Understanding (GPT-4, Claude)
Exception Handling & Human-in-the-Loop Workflows
Compliance Automation & KYC/AML Processing

Timeline & Budget Guide

Typical ranges to help you plan. Actual costs depend on document variety, volume, and target system complexity.

1
Simple

Single document type OCR extraction or a basic RPA bot for one repetitive task

1-2 weeks
$2,000 - $5,000
2
Medium

Multi-format document pipeline or multi-step RPA with error handling and system integration

3-6 weeks
$5,000 - $14,000
3
Complex

Enterprise IDP platform with multiple document types, compliance rules, multi-system integration, and analytics

6-12 weeks
$14,000 - $35,000+

What REWORK Provides

We don't just connect you with talent — we support the entire project lifecycle.

AI Brief Generation

Describe your document or process challenge in plain language and our AI generates a detailed project brief with scope, tools, and budget estimates.

Escrow Protection

Funds are held securely until milestones are met. You only pay for completed, approved work.

Professional Matching

We match you with verified RPA and Document AI specialists based on your systems, timeline, and budget.

Project Management Tools

Built-in milestone tracking, file sharing, and communication tools to keep your project on track.

Ready to automate?

Start Your RPA & Document AI Project Today

Describe your document or process challenge, get an AI-generated project brief, and get matched with a verified specialist — all with escrow-protected delivery.

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