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ASOE Labs
ASOElabs
DUPLICATE_PO

Duplicate purchase orders

Same PO arrives via EDI, portal, and email. ASOE detects duplicates using similarity scoring, applies a decision tree with six resolution actions, and routes based on configurable autonomy levels.

The problem

Multi-channel duplication

The same purchase order arrives through EDI 850, retailer portals, and email — creating duplicate entries that inflate costs and erode buyer trust.

Manual detection

Operations teams manually cross-reference PO numbers, dates, and line items across systems — time-consuming and error-prone.

Inconsistent resolution

Without a decision framework, teams handle duplicates differently — sometimes blocking, sometimes merging, sometimes ignoring.

How ASOE resolves it

  • 1Classify the event as DUPLICATE_PO from multi-channel PO data
  • 2Compute similarity score between the incoming PO and existing POs
  • 3Apply decision tree: >90% → auto-block, >70% → review required, >50% → soft flag
  • 4Select from six resolution actions: BLOCK_AND_NOTIFY, MERGE, SUPERSEDE, ALLOW_BOTH, ESCALATE, REQUEST_BUYER_CONFIRMATION
  • 5Execute DuplicatePORecipe with autonomy level (L1–L4) based on the resolution action
  • 6Notify the buyer with the resolution decision and audit trail

Agent workflow

PO Event
Classify
Score Similarity
Decision Tree
Shadow Audit
Resolve
Notify Buyer
Recipe: DuplicatePORecipe
90%
Auto-block threshold
6
Resolution actions
L1–L4
Autonomy levels
100%
Override-audited

See how we resolve duplicate purchase orders

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