AI Agents for Document Processing
Autonomous agents that extract, classify, and route data from contracts, invoices, forms, and PDFs into your systems automatically. No manual re-entry, no missed fields.
No technical team neededConnects to your existing systemsHandles any document format
Book a Free Document Processing Workflow Audit
Document Processing Capabilities
Six workflows your team stops running manually
Each agent connects to your document sources and destination systems. Data flows from document to system without manual steps, manual keying, or manual sorting.
Contract Data Extraction Agent
- Key terms, dates, obligations, and counterparty data extracted automatically
- Structured output written directly to your contract management system
- Handles variation in contract formats and clause positions without manual template mapping
- Renewal dates and obligation milestones tracked and flagged before they lapse
- Maintains a full audit trail of every extraction and field source
Invoice Processing Agent
- Vendor, amount, line item, and payment data extracted without manual keying
- Matches each invoice against the corresponding purchase order in your ERP
- Routes exceptions and mismatches to the correct approver without manual triage
- Exceptions flagged and routed for review, not silently failed or held in a queue
- Processes invoices from any source including email, portal, and scanned documents
PDF Data Extraction Agent
- Structured data pulled from PDF documents of any format or layout
- Clean output delivered to your system on a defined schedule without manual intervention
- Handles text-based and scanned PDFs including handwritten fields where legible
- Tables, headers, and multi-page structures extracted with field-level accuracy
- Ambiguous or low-confidence fields flagged for human review before posting
Form Processing Agent
- Submitted form data extracted and written to destination systems without manual re-entry
- Incomplete or invalid submissions flagged before they reach downstream steps
- Handles web forms, scanned paper forms, and uploaded digital form files
- Field validation rules applied automatically before any data reaches your system
- Volume handled continuously without batch cycles or manual processing queues
Document Classification Agent
- Incoming documents classified by type, priority, and routing destination automatically
- No manual sorting required before documents reach the right system or team
- Handles high-volume mixed document inboxes without rules-based template matching
- Uncertain classifications flagged for human review rather than silently misrouted
- Classification accuracy improves continuously as document patterns are confirmed
Receipt Data Extraction Agent
- Vendor, amount, date, and category extracted from receipts automatically
- Output routed to your expense or accounting system without manual steps
- Validated against expense policy rules before posting to the ledger
- Processes receipts from photos, email attachments, and portal uploads
- Out-of-policy items flagged and routed for approval rather than posted automatically
Our Process
How we deploy your document processing AI agent
Five structured steps. No disruption to your current systems or team workflow.
01
Discovery and Systems Audit
Free 30-minute call, no preparation needed. We map your current systems, tools, and every manual step your team currently runs. You walk us through it once. We take it from there.
02
Agent Design and Scoping
We define data connections, output formats, field validation rules, and exception routing before build starts. Your team reviews and approves the full design.
03
Build and Integration
Our engineers connect the agent to your document sources and destination systems. We validate every extraction against real documents before anything goes live.
04
Pilot and Validation
The agent runs in parallel with your existing process for one full cycle. Your team compares agent outputs against manual results. Any gap is resolved before go-live.
05
Go-Live and Handoff
Agent deploys with full documentation, access controls, and audit trail logging. 30-day hypercare period included with daily output monitoring from our team.
01
Discovery and Systems Audit
Free 30-minute call, no preparation needed. We map your current systems, tools, and every manual step your team currently runs. You walk us through it once. We take it from there.
Built Around Your Workflow
Your agent connects to every tool you run
WorkAgentic builds each document processing agent around your existing document sources and destination systems. Your email inboxes, portals, shared drives, and ERP. We connect to everything you already use.
Zero new software for your team to learn. The agent runs inside your existing systems. Your team sees the output, not the engine.
100+
systems we connect to
Any API
if it exports data, we connect
See how the AI agent deployment process works.
NetSuite
ERP
SAP
ERP
Salesforce
CRM
SharePoint
Documents
Oracle
ERP
QuickBooks
Accounting
Dynamics
ERP
100+
more systems
Email inboxes, vendor portals, shared drives, scanning outputs and any system with a structured API or data export
Case Studies
Frozen Foods / CPGHow a $150M Frozen Foods Distributor Eliminated Overnight Temperature Risk and Prevented $200K–$250K in Annual Losses
A leading frozen foods distributor managed millions of dollars of temperature-sensitive inventory across its refrigerated fleet but had no visibility into trailer temperatures during overnight hours. This created a significant risk of product spoilage, inventory loss, and customer service disruptions.
Read case study
CPG / Consumer Packaged GoodsHow a $50M CPG Brand Replaced a $180K TPM System and Unlocked $300K in Annual Value Using Open-Source TPM and Agentic AI
A $50 million consumer packaged goods (CPG) brand was struggling with the growing complexity of trade promotion management. Despite investing heavily in a traditional TPM platform, many critical processes remained manual, including trade planning, accrual management, deduction reconciliation, customer profitability reporting, and trade spend analysis.
The company was spending approximately $180,000 annually on TPM software while dedicating significant internal resources to managing promotions, deductions, and reporting activities.
Read case study
Frozen Foods / CPGHow a $250M+ Frozen Food Manufacturer Cut Daily Inventory Reporting from 120 Minutes to 5 Minutes and Saved $44,000 Annually
A $250M+ frozen food manufacturer managed inventory across multiple third-party warehouses and cold storage facilities. Accurate inventory visibility was critical for supply planning, production scheduling, customer service, and inventory management.
However, the company relied on a highly manual inventory reporting process that required data from twelve separate sources, including warehouse portals and accounting system reports, to be downloaded, reconciled, and consolidated twice each day.
Read case study
CPG / Business Process OutsourcingHow a $800M CPG Company Replaced OCR and Manual Data Entry with Agentic AI, Generating $592,000 in Annual Savings and a 4.6x ROI
A leading business services provider supported multiple consumer packaged goods (CPG) companies with aggregate annual sales exceeding $800 million. The organization was responsible for transcribing retailer deduction documentation, validating deductions against trade promotion planners, proof-of-performance documents, and promotional contracts across multiple customers, channels, and retailer platforms.
As client volumes increased, the process of extracting, validating, and transferring retailer data into spreadsheets, reports, and operational dashboards became increasingly dependent on manual labor.
Read case study
Watch the Agent Work
Your documents processed. Your team reviews exceptions.
Every extraction, classification, and routing step your team currently runs manually operates automatically inside the agent, from document intake to posted data and closed loop.
80%
average time saved per workflow
2-4 wks
typical time to go live
HOURS PER WEEK: BEFORE VS AFTER AI AGENT
Contract Extraction
Invoice Processing
Form Data Entry
Document Sorting
Receipt Coding
Before
After
01
Document
Intake
02
Classification
03
Data
Extraction
04
Validation and
Exception Routing
05
System
Write
06
Posted and
Closed
Document Processing AI Agents
Automating document workflows.
Explore focused AI workflows that help operations teams eliminate manual data extraction, speed up document intake, and route documents to the right system without human handling.
FAQ
Questions about AI agents for document processing
Everything your controller, ops manager, or compliance lead needs to know before booking a call.
Book a free AI workflow auditAI agents for document processing are purpose-built automations that extract, classify, validate, and route data from business documents continuously without manual effort. WorkAgentic builds AI agents for operations teams covering contracts, invoices, forms, PDFs, purchase orders, and receipts, connecting to your document sources and destination systems so data flows without manual re-entry.
WorkAgentic builds AI agents for contract data extraction, document classification, email document processing, form processing, PDF data extraction, portal document processing, purchase order data extraction, receipt data extraction, and spreadsheet automation. Any document type that follows a recognizable structure can be processed.
Traditional OCR reads characters from a page. An AI document processing agent understands the meaning of what it reads, extracts the specific fields your system needs, validates them against defined rules, handles variation in document layouts, and routes exceptions when a field is missing or ambiguous.
Most document processing agents go live within two to four weeks. The process covers a document type and volume audit, agent configuration and system integration, a parallel pilot comparing agent output against manual results, and a go-live handoff with 30 days of monitoring.
The agent connects to your document sources, including email inboxes, portal systems, shared drives, and scanning outputs, and writes structured data to your ERP, accounting, CRM, or contract management system. Any system with a structured API or data export can be connected.
When a document falls outside the agent's confidence threshold, the agent flags it and routes it to the defined reviewer with the specific issue noted, rather than guessing or silently failing. Your team reviews only the exceptions; the agent handles the documents that match the expected format.
Yes. WorkAgentic deploys individual document processing agents and adds more document types as your needs grow. Contract extraction and invoice processing are common starting points.
Zero new software for your team to learn. The agent runs inside your existing systems. Your team sees the output, not the engine.
Get Started
Ready to stop manually keying data from documents into your systems?
Tell us your document types, volume, and destination systems. We scope and deploy the right document processing agent in two to four weeks, connected to your existing stack.