ZBrain’s Requisition Validation and PO Generation Agent automates the validation of purchase requisitions and generates fully compliant Purchase Orders (POs) without human intervention. Leveraging a Large Language Model (LLM), the agent evaluates requisition inputs against completeness criteria, budget thresholds, and approval policies, and seamlessly transforms validated requests into ERP-ready POs, ensuring speed, accuracy, and policy compliance across the procurement lifecycle.
Manual requisition validation and PO creation are time-consuming, error-prone, and heavily dependent on human judgment. Procurement teams often face delays due to incomplete requests, non-compliant inputs, and unclear approval routing. Additionally, verifying requisitions against budget constraints and role-based thresholds requires coordination across multiple stakeholders and systems, which slows down procurement cycles and increases the risk of policy violations or financial discrepancies.
ZBrain Requisition Validation and PO Generation Agent streamlines the procurement process by automating every critical step, from requisition intake to PO creation. It uses LLM to check requisition documents for completeness, validate inputs against department-specific budget records and approver limits, and generate clean, standardized purchase orders. All validations are guided by an enterprise knowledge base, ensuring alignment with current policies and compliance mandates. The agent reduces manual workload, accelerates procurement timelines, and ensures that every PO issued is accurate, auditable, and fully compliant, making enterprise procurement more agile, scalable, and intelligent.
ZBrain Requisition Validation and PO Generation Agent follows a structured, multi-step process to ensure that purchase requests are validated against organizational policies and transformed into compliant, ready-to-use purchase orders. Below is a detailed breakdown of how the agent streamlines the end-to-end requisition-to-PO workflow.
In the first step, the agent captures and evaluates the incoming requisition for completeness and structural accuracy.
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Once input completeness is confirmed, the agent evaluates the requisition against relevant budgetary constraints.
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This step verifies whether the requisition falls within the financial authority limits of the designated approver, whose role and approval threshold are sourced and validated from the knowledge base.
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Following successful validation, the agent transforms the approved requisition into a purchase order, ensuring all essential elements are included and ERP-ready.
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To enhance performance and align with evolving business needs, the agent incorporates user feedback to refine its processes over time.
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Accuracy
TBD
Speed
TBD
Sample of data set required for Requisition Validation and PO Generation Agent:
Requisition Form Submission
Requisition ID: REQ-2024-0158
Requester Name: Emily Carter
Department: Operations
Approver Role: Senior Operations Manager
Requested Amount: 122500
Justification: Restocking cleaning and sanitation supplies for upcoming facility audits
Items Description: Disinfectant sprays, industrial mops, cleaning gloves
Item Category: Sanitation Supplies
Item Quantity: 500
Unit of Measure: Units
Priority Level: High
Expected Date of Delivery: 2024-07-10
Delivery Location: Dallas Distribution Center
Location Code: LOC-OPS-DAL01
Project Code: PROJ-OPS-HQ2024
Request Date: 2024-06-01
Is CapEx: False
Internal Notes: Supplies sourced from CleanPro Inc. under existing supplier agreement
Attachment Link: www.supplier-portal.com/quote-attachments/QT-2024-0158.pdf
Status: Submitted
Sample output delivered by the Requisition Validation and PO Generation Agent:
Purchase Order Summary
PO ID: PO-2024-0158
Requisition ID: REQ-2024-0158
Department: Operations
Project Code: PROJ-OPS-HQ2024
Delivery Location: Dallas Distribution Center
Location Code: LOC-OPS-DAL01
Items Ordered:
Description: Disinfectant sprays, industrial mops, cleaning gloves
Category: Sanitation Supplies
Quantity: 500 Units
Total Amount: 122500 USD
Currency: USD
Expected Delivery Date: 2024-07-10
Created Date: 2025-06-03
Status: Draft
Vendor Info: CleanPro Inc.
Requester: Emily Carter
Justification: Restocking cleaning and sanitation supplies for upcoming facility audits
Attachment: www.supplier-portal.com/quote-attachments/QT-2024-0158.pdf
This PO summary is ready for internal dashboards, ERP submission, and archival for traceability and audits.
Automates requisition validation and PO generation with budget checks, approval logic, and ERP-ready outputs, seamless procurement intelligence.
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