ProcAI - AI Procurement Intelligence

Procurement teams waste thousands of hours manually processing invoices, purchase orders, and quotes — entering data, chasing approvals, and reconciling mismatches. Errors go undetected, vendors overcharge, and finance teams have no real-time visibility into spend. ProcAI eliminates all of this.

ProcAI is an enterprise-grade AI procurement intelligence platform that automates document processing end-to-end. Built natively on Azure, it extracts, validates, matches, and analyzes every procurement document your organization receives — with zero manual data entry.

WHO IS THIS FOR?

ProcAI is built for procurement managers, finance controllers, accounts payable teams, and operations leaders in mid-size to enterprise organizations who process high volumes of invoices, POs, and contracts and need accuracy, speed, and auditability.

THE PROBLEM WE SOLVE:

• Manual data entry from invoices and POs is slow, error-prone, and expensive

• Mismatched PO and invoice amounts go undetected, leading to overpayments

• No real-time visibility into vendor spend or budget consumption

• Approval workflows are handled over email with no audit trail

• Compliance and audit requirements demand document traceability that spreadsheets cannot provide

HOW PROCAI SOLVES IT:

• Automatic field extraction from any PDF invoice, PO, or quote using Azure Document Intelligence — vendor name, amounts, line items, tax, payment terms extracted in seconds

• AI-powered validation using Azure OpenAI GPT-4o catches missing fields, format errors, and amount mismatches before they reach finance

• 3-way matching automatically reconciles Purchase Orders, Invoices, and Receipts — flagging discrepancies instantly

• Spend analytics and vendor analysis dashboards give finance leadership real-time visibility into where money is going

• Built-in approval workflow lets teams approve, reject, or reprocess documents with a full audit trail

• Anomaly detection flags unusual invoices, duplicate charges, and pricing deviations automatically

KEY BENEFITS:

• Reduce invoice processing time by up to 80%

• Eliminate manual data entry errors

• Catch duplicate invoices and vendor overcharges automatically

• Full audit trail for every document — compliant with internal and external audit requirements

• All data stays within your Azure subscription — complete data residency and privacy

WHAT GETS DEPLOYED:

ProcAI deploys fully automatically to your Azure subscription via ARM template in under 15 minutes. No manual configuration required. Resources created include Azure VM Scale Set, PostgreSQL Flexible Server, Azure Load Balancer, and all required networking. The application runs as three Docker containers — FastAPI backend, Streamlit frontend, and Nginx reverse proxy.

TECHNOLOGY STACK:

• AI Extraction: Azure Document Intelligence (prebuilt-invoice, prebuilt-document models)

• AI Validation: Azure OpenAI GPT-4o

• Backend: FastAPI (Python)

• Frontend: Streamlit

• Database: Azure PostgreSQL Flexible Server

• Infrastructure: Azure VM Scale Set + Standard Load Balancer

• Storage: Azure Blob Storage

GETTING STARTED:

After deployment, your team can log in immediately and begin uploading documents. The first admin account is created automatically. Add team members, set roles, and start processing documents within minutes of deployment completing.