AI Agents for Receipt Data Extraction
WorkAgentic builds AI agents for receipt data extraction that read receipts from any source, pull the vendor, line items, tax, total, and expense category, and check them against your policy, so nobody keys in an expense report line by line.
No technical team neededBuilt by CPAs
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Receipt Data Extraction
Six receipt extraction tasks your team stops running manually
Each agent reads incoming receipts and extracts the data automatically. No manual keying of every line item, no missing a duplicate until it's already been reimbursed.
Vendor and Merchant Identification
- Vendor or merchant name identified even from an abbreviated receipt header
- Vendor matched to your existing vendor records automatically
- Unrecognized vendors flagged for a quick review instead of guessed
- Location and transaction date extracted alongside the vendor name
- Faded or low-quality receipt headers still read correctly
Line Item and Total Extraction
- Individual line items extracted, not just the final total
- Subtotal, tax, tip, and total reconciled against each other automatically
- Handwritten or faded totals flagged for review instead of guessed
- Currency and unit handled correctly for multi-currency expenses
- Line items ready to drop into a spreadsheet without manual reformatting
Tax and Category Classification
- Tax amount separated from the total automatically
- Expense category assigned based on vendor and line item content
- Category rules configured to match your existing chart of accounts
- Ambiguous categories flagged for review instead of assigned incorrectly
- Category assignment improves as more receipts are processed
Duplicate Receipt Detection
- Vendor, date, amount, and line items compared to spot a likely duplicate
- Duplicate submissions caught before a second reimbursement goes out
- Slightly different scans of the same receipt still recognized as duplicates
- Flagged duplicates routed for review, not automatically rejected
- Duplicate patterns tracked to catch repeat submission behavior
Policy Compliance Checking
- Spend checked against your policy limits by category automatically
- Missing receipts or required fields flagged before reimbursement
- Out-of-policy expenses routed for manager review instead of approved automatically
- Policy rules configured to match your existing expense policy exactly
- Compliance trends visible by employee, category, and department
Extraction History and Audit Log
- Every extraction logged with the source receipt and a timestamp
- Corrections tracked so the original and revised values are both visible
- Records available for audit without reconstructing them after the fact
- Spend and category trends visible over time, not just per receipt
- History retained even after the original receipt has been archived
Built Around Your Workflow
Your existing systems are already the source of truth
WorkAgentic builds each workflow automation agent around the systems, rules, and approval logic your team already uses. Nothing about how your team works today needs to change. The agent runs in the background, and your team reviews exceptions and keeps final say.
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
NetSuite
SAP
Salesforce
Xero
Oracle
Dynamics
Sage
100+
more systems
NetSuite, SAP, Salesforce, Xero, Sage Intacct, Workday, Oracle Financials, and any CRM or ERP with a structured API or data export
Case Studies
AI agents we have already built and deployed
Real deployments. Real outcomes. Each agent was built from scratch around the client's exact workflow.
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.
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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.
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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
See a receipt data extraction agent running live
A 3-minute walkthrough showing how the agent reads an incoming receipt, extracts the vendor, line items, tax, and total, checks it against policy, and flags a potential duplicate.
Receipt read and vendor, line items, and total extracted automatically
Tax and expense category classified against your chart of accounts
Spend checked against policy limits before reimbursement
Potential duplicate flagged for review instead of reimbursed twice
No commitment. We demo with a real workflow, not a sandbox.
Start with receipt data extraction. Add more document processing agents as your team grows.
WorkAgentic deploys receipt data extraction that reads receipts from any source, extracts the vendor, line items, tax, and total, and checks them against policy, so nobody keys in an expense report line by line.
Contracts
Contract Data Extraction Agent
- Extract key terms, dates, and obligations from contracts automatically.
Document Classification Agent
- Classify incoming documents by type and routing destination before manual review.
Email Document Processing Agent
- Extract and route attachments from incoming email automatically.
Form Processing Agent
- Extract structured data from submitted forms and write to your destination system.
PDF Data Extraction Agent
- Pull structured data from PDFs of any format on a defined schedule.
Portal Document Processing Agent
- Retrieve documents from vendor and partner portals automatically.
Purchase Order Data Extraction Agent
- Extract line items, quantities, and pricing from purchase orders automatically.
Receipt Data Extraction Agent
- Extract vendor, amount, and category from receipts and route to your accounting system.
Spreadsheet Automation Agent
- Process incoming spreadsheets, validate data, and write to your destination system.
FAQ
Questions about receipt data extraction
Clear answers on how the agent reads receipts, checks policy compliance, and what your team stays responsible for.
Receipt data extraction is an AI agent built specifically to read receipts and extract the vendor, line items, tax, total, and expense category, check the receipt against your expense policy, and flag duplicates, without anyone manually keying the receipt into an expense report.
A receipt confirms a completed purchase, what was actually bought and paid for, while a purchase order authorizes a purchase before it happens, the original request. Receipt Data Extraction focuses on the confirmation side, extracting vendor, line items, tax, and category from receipts specifically.
Yes. Vendor, date, amount, and line items are compared to spot a likely duplicate, including slightly different scans of the same receipt, and duplicates are flagged for review before a second reimbursement goes out.
Yes. Spend is checked against your policy limits by category automatically, and out-of-policy expenses are routed for manager review instead of approved automatically.
The agent reads faded, handwritten, and photographed receipts alongside clean digital ones. Anything it cannot read with confidence is flagged for review instead of entered as a guess.
Yes. Currency and unit are handled correctly for multi-currency expenses, so line items and totals are extracted accurately regardless of where a receipt was issued.
Extracted data is delivered directly into your expense management or accounting system in the format your team already uses, with the original receipt kept linked for reference.
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 keying expense reports line by line?
Book a free 30-minute receipt data extraction review. We map your receipt volume and policy rules and show you where automation removes the most manual work first.
Book a Free Receipt Extraction Review