Unlock Scalable AP Operations With AI Agent for Invoice Extraction

Scaling your AP operations shouldn't mean multiplying process chaos or adding headcount. That’s why Precoro centralizes your entire procure-to-pay cycle to create a single source of truth and automates processes with AI Crews. While your team owns the policies and focuses on strategic financial decisions, the AI handles the repetitive manual work in between.

Our latest update brings this exact value to our AP Automation Crew. The new AI agent for Invoice Extraction closes one of the last manual gaps in invoice processing: preparing non-standard supplier bills for your automated workflows. It automatically standardizes unstructured data—no matter how chaotic the format—and delivers it directly to the Precoro AP Inbox, ready for matching and approval.

The impact goes far beyond saving a few clicks. According to The Hackett Group, companies with touchless invoice processing rates of 30% or more achieve, on average, 3.5 times higher AP productivity. For finance leaders, this means more invoice volume handled by the same team, immediate visibility into liabilities, and more time for work that requires human judgment.

Keep reading to learn how the new AI agent works, what else the Precoro AP Automation Crew includes, and how end-to-end AP automation impacts your bottom line.

How does the AI agent for Invoice Extraction work?

Our customers have long valued how seamlessly Precoro processes standard PDFs, images, and e-invoicing formats the moment they hit their AP Inbox.

The new AI Agent for invoice extraction expands this zero-touch intake experience to the “problematic” bills—the ones that previously forced your team to pause, click external links, or convert data from email threads.

Now, the Agent works in the background to automatically process all invoice types that arrive at your designated AP email address, including:

• Vendor portal links
• Raw text written directly in the email body
• Spreadsheets in XLSX and CSV formats

The Agent instantly converts these unstructured formats into standardized, human-readable PDFs. It then delivers them directly to your Precoro AP Inbox, where the rest of the AP Automation Crew seamlessly takes over.

See the AP Automation Crew in action

As soon as the standardized invoice reaches your AP Inbox in Precoro, the AI continues the process. Your team bypasses manual tasks and steps in only to handle exceptions.

Here’s how it works:

1. While AI extracts the invoice data, the Matching Agent instantly finds the corresponding Purchase Order.
   This is where the Crew outshines standard OCR. Because it understands context, it accurately matches documents even if there are slight variations—such as a vendor using a different line item name on the bill compared to your original PO.
2. If the system spots a major price variance or cannot locate a corresponding PO, it leaves the invoice for human review. Your team maintains total control over the cases that stand out.
3. But if everything matches perfectly, a PO-backed invoice is automatically created and routed for approval based on your company's rules.

Watch the full workflow in action below:

The business impact of a fully automated AP workflow

Deploying the AP Automation Crew fundamentally changes how your finance department operates. Instead of spending 80% of their time on manual document processing and 20% on strategy, your team can finally reverse the ratio.
With AI handling the heavy lifting, you unlock advantages that go far beyond simple time savings:

See liabilities the moment they arrive

When an invoice sits unread in an inbox, it completely distorts your real-time financial view. The AI Agent solves this by capturing non-standard bills the exact moment they arrive. It instantly records them in Precoro, ensuring your finance team always has accurate data on upcoming payments.

Get perfectly standardized data without retraining suppliers

Automation should never force your vendors into a single, rigid submission process. Suppliers can keep sending PDFs, spreadsheets, portal links, e-invoices, or raw text directly in an email. Precoro automatically converts these varied inputs into one consistent format. Your AP team gets standardized data, and your suppliers face zero added friction.

Scale AP without scaling headcount

Invoice volume often grows faster than the AP team responsible for processing it. By offloading extraction to the AP Automation Crew, your existing team can comfortably handle massive volume spikes. Because the AI not only retrieves documents but also performs context-aware PO matching and automated approval routing, you break the linear relationship between business growth and back-office effort.

Strengthen control from the first touchpoint

Manual data entry introduces opportunities for missing information, duplicate payments, and compliance gaps. With Precoro, every single document—regardless of its original format—leaves a flawless digital audit trail. The system strictly applies your matching tolerances and custom approval policies without exception, ensuring ironclad financial control as your organization expands.

What’s next?

Precoro is an agentic procurement and spend centralization platform built to keep your purchasing and AP workflows strictly under control. Trusted by over 1,000 mid-market businesses, it connects seamlessly with your existing ERP setup to close the procurement loop without breaking your current processes.

Enterprise-grade security is our top priority. Your data remains protected in a SOC 2 Type II and ISO 27001-certified environment, while our AI fully complies with GDPR, UK GDPR, CCPA, and HIPAA. No matter how fast your operations scale, your team maintains total governance over access and financial data.

We are continuously expanding our AI capabilities to strip even more manual tasks out of your day-to-day operations. Explore our Open Product Roadmap, vote for features that fit your strategy, or drop your own requests to help us shape what comes next.

New to Precoro?

Book a personalized demo to see how the AP Automation Crew integrates into your existing workflows and discover how fast your organization can achieve measurable ROI without disturbing your current approval rules or ERP setup.