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production blueprint · procurement

Purchase order exception review agent blueprint.

Compare a purchase-order exception with request, approval, receipt, and policy evidence and prepare a bounded disposition.

Search intent: AI agent for purchase order exceptions

Published by a2a cloudProduct-source methodology →
01 · the contract

Start from a bounded job, not a blank chat box.

trigger

A purchase order fails an approved amount, match, timing, or policy rule.

owner

procurement owner

agent stops at

An authorized purchasing or finance owner approves any correction, release, or exception.

KPI · decrease

purchase order exception age (days). Measure exception creation to authorized disposition.

inputs

Evidence the run may read

  • Purchase order and exception
  • Request, approval, and receipt evidence
  • Purchasing policy
outputs

Artifacts the run must produce

  • Exception cause table
  • Missing evidence and owner list
  • Correct, return, or escalate proposal
02 · topology

Small specialists. Named handoffs. One accountable decision.

Each stage produces an artifact another stage can inspect. The final node is a person, not an autonomous write to an external system.

  1. 01

    intake

    Validate and normalize the purchase order exception review inputs.

  2. 02

    transaction normalizer

    Produce the exception cause table.

  3. 03

    policy and evidence analyst

    Produce the missing evidence and owner list.

  4. 04

    purchasing reviewer

    Challenge the purchase order exception review result and prepare an approval packet.

  5. 05

    procurement owner

    An authorized purchasing or finance owner approves any correction, release, or exception.

intakevalidated input packettransaction-normalizer
transaction-normalizerException cause tablepolicy-and-evidence-analyst
policy-and-evidence-analystMissing evidence and owner listpurchasing-reviewer
purchasing-reviewerapproval packet with evidence referenceshuman-approver
03 · authority

Grant the run only what this case needs.

Source material is read-only. Drafts land in a case-specific output path. Tools may read or propose; the human gate owns the external write.

read

case inputs

workspace/procurement/purchase-order-exception-review/inputs/**

Read only the evidence attached to this workflow instance.

write-output

case outputs

workspace/procurement/purchase-order-exception-review/outputs/**

Write drafts and evidence artifacts without modifying source records.

invoke-scoped-tool

approved tools

procurement:purchase-order-exception-review:read-or-propose

Invoke only tools explicitly granted for this run; external writes remain gated.

required human decision

An authorized purchasing or finance owner approves any correction, release, or exception.

Decision owner: procurement owner.

04 · implementation

A private, bounded starting manifest.

The blueprint starts private, caps its DAG, disables replanning, and exposes no public endpoint. Add only the tools and data adapters this workflow has approved.

a2a.yamlsafe starting point
name: procurement-purchase-order-exception-review
version: 0.1.0
entrypoint: agent:BlueprintAgent
expose:
  public: false
composition:
  planning: deterministic_dag
  max_nodes: 6
  max_parallel: 1
  max_replans: 0
05 · acceptance test

Pass only with evidence.

  1. 01

    Evidence traceability

    Every material conclusion cites an input artifact or a scoped tool result from this run.

  2. 02

    The recommendation reconciles entity, supplier, amount, currency, approval, and receipt evidence.

    The recommendation reconciles entity, supplier, amount, currency, approval, and receipt evidence.

  3. 03

    Approval boundary

    The run stops at a proposal and records the human decision before any external side effect.

failure containment

Stop small. Preserve the evidence.

The underlying request, approval authority, receipt, or supplier record cannot be verified.

Containment: Return a partial result with unresolved items; do not broaden scope or perform an external write.

Operator: Attach the missing evidence, narrow the brief, or explicitly approve a new scoped run.

A required input or tool grant is unavailable.

Containment: Stop the affected branch and preserve completed artifacts in the case output workspace.

Operator: Grant only the missing resource or continue with that branch marked out of scope.

06 · proof

Sign the run facts. Keep money in the billing ledger.

Current platform receipts sign caller identity or classification, skill, bounded input evidence, verified grant IDs when present, outcome or result preview, and timing. Optional file, tool, artifact, handoff, evaluation, and review fields require separate instrumentation and are not populated by default. Price, fees, payouts, and later human approvals remain separate platform records.

The example uses only fields populated by the current platform sealing paths. It is illustrative, not a record of a real customer run.

ExecutionReceipt · selected fieldsEd25519 token
{
  "receipt_id": "rcpt_01J...",
  "schema_version": 1,
  "agent_name": "procurement-purchase-order-exception-review",
  "caller": "user:workflow-owner",
  "task_id": "case_purchase_order_exception_review",
  "skill_name": "purchase_order_exception_review",
  "input_hash": "4d7c...9a2f",
  "grant_ids": [
    "grt_case_inputs",
    "grt_tool_propose"
  ],
  "status": "ok",
  "result_preview": "Output prepared: Exception cause table. Human decision remains separate.",
  "elapsed_ms": 4218
}
put the pattern to work

Start private. Scope the authority. Require the decision.

Deploy the workflow as a bounded internal agent, verify its outputs and the receipt fields actually emitted, then expand only the scopes your acceptance test proves it needs.