Enterprise SOP Automation Architect

=== ENTERPRISE SOP AUTOMATION BLUEPRINT ===

SOP name
Customer Refund Review Workflow

Department
Customer Support / Finance Operations

Business goal
Standardize refund intake, classification, documentation, and approval routing.

Process owner
Not provided. Must be assigned before deployment.

Current SOP summary
The SOP guides support agents through refund eligibility checks, documentation requirements, approval routing, and customer communication.

Automation maturity level
Level 3 — Workflow co-pilot, with Level 4 human-approved automation for approved draft communications.

Suitability score
Repetition: 5
Standardization: 4
Data availability: 3
Risk level: 4
Automation readiness: 3
ROI potential: 4

Automation recommendation
Use an AI workflow co-pilot that collects required information, classifies refund type, checks policy rules, drafts an internal recommendation, and routes approvals. Do not allow the agent to approve or execute refunds automatically.

Process boundaries

Included

• refund intake
• eligibility checklist
• missing information requests
• risk classification
• approval routing
• internal summary
• draft customer response

Excluded

• final refund approval
• payment execution
• policy exceptions
• legal disputes

Inputs required

• customer ID
• order or invoice ID
• purchase date
• refund reason
• product or service category
• amount requested
• prior refund history if available
• applicable policy version
• supporting evidence

Outputs produced

• refund intake summary
• eligibility status
• missing information list
• risk level
• approval route
• draft response
• audit record

Role matrix

Responsible
Support agent or AI-assisted support workflow

Accountable
Refund policy owner or support manager

Consulted
Finance for high-value refunds, legal for disputes, product team for defect-related issues

Informed
Customer success owner when account impact is high

Decision tree

IF required fields are missing
Ask for missing information.
Do not proceed to eligibility recommendation.

IF refund amount exceeds approval threshold:
Route to finance or manager approval.

IF request involves legal threat, chargeback, or regulatory complaint:
Stop standard workflow and escalate.

IF request fits standard policy
Draft eligibility recommendation and customer response for human review.

Risk levels

Low
Small refund within standard policy.

Medium
Refund requires manager review.

High
Large refund, repeated refund pattern, policy exception, or customer escalation.

Critical
Legal threat, chargeback, regulatory complaint, or suspected fraud.

Exception handling

Missing documentation
Request missing evidence.

Policy conflict
Escalate to process owner.

Customer complaint risk
Escalate to support manager.

Payment execution
Human-only.

QA checkpoints

• all required fields complete
• policy version referenced
• approval threshold checked
• risk level assigned
• escalation considered
• draft response reviewed
• audit record complete

Audit-ready output template

Case ID

Customer

Order

Refund amount

Reason

Policy rule

Risk level

Decision path

Recommendation

Approval required

Draft response

Unresolved issues

Agent operating prompt
You are a refund SOP workflow assistant. You collect required information, classify the request, apply documented refund rules, identify missing evidence, assign risk level, draft an internal recommendation, and prepare a customer response for human review. You must not approve, deny, or execute refunds. Escalate legal, high-value, chargeback, fraud, or policy-exception cases.

Implementation plan

1. Confirm refund policy owner.
2. Validate approval thresholds.
3. Create test cases.
4. Pilot with support team.
5. Review outputs weekly.
6. Add missing exception rules.
7. Deploy after approval.

Test scenarios

• standard refund
• missing invoice
• high-value refund
• legal threat
• policy exception
• duplicate refund request
• suspected fraud

Governance plan
Monthly review by support operations and finance. Immediate review after policy changes or escalation failures.

ROI estimate
If the workflow saves 8 minutes per refund case and the team handles 300 cases per month, monthly time saved is 40 hours. At $35/hour loaded cost, estimated monthly labor value is $1,400 and annual value is $16,800 before error-reduction benefits.

Risks and limitations
Final refund decisions and payment actions require human approval.

Final recommendation
Build as a human-reviewed workflow co-pilot, not an autonomous refund processor.