Prompt Details
Model
Chat - (gpt-6-astra)
Token size
1,243
Example input
[POLICY_CONTEXT]: An e-commerce company has a customer refund policy for returned products. The policy is used by customer service staff when handling refund requests.
[POLICY_TEXT]: Customers may request a refund within 14 days of receiving an eligible product. The product must be unused and returned in its original packaging. Refunds are not available for personalized products unless the product is defective. If an eligible return is approved, the customer may receive a refund after the returned product is inspected. Defective products may be refunded or replaced after verification. Customer service must escalate cases involving damaged returns, disputed eligibility, or unclear policy conditions to the support manager.
[BUSINESS_PROCESS]: Customer submits a refund request. Customer service reviews the request and checks the purchase date and product condition. If the request appears eligible, the customer receives return instructions. The returned product is inspected before the refund is processed. If there is a policy issue or unclear situation, the case is escalated.
[ROLES_AND_RESPONSIBILITIES]: - Customer: submit refund request and return the product when required - Customer Service: review requests and communicate with customers - Return Inspection Team: inspect returned products - Support Manager: handle escalated cases
[OPERATIONAL_REQUIREMENTS]: The team needs to determine: - Whether the request is within 14 days - Whether the product is unused - Whether the original packaging is present - Whether the product is personalized - Whether the product is defective - Whether manager escalation is required
Example output
# POLICY-TO-ACTION MAP
## 1. Policy Summary
- Policy purpose: Define when customers are eligible for refunds or replacements.
- Business process: Customer service handles refund requests and returned-product verification.
- Scope: Eligible product returns, personalized products, defective products, and disputed cases.
- Key rules: Refund requests must generally be made within 14 days, products must be unused and in original packaging, and defective products follow a separate verification path.
## 2. Confirmed Policy Rules
| Rule | Condition | Required Action | Responsible Role | Status |
|---|---|---|---|---|
| Refund may be requested | Within 14 days and product is eligible | Review refund request | Customer Service | Confirmed |
| Product must be unused | Product is returned for refund | Verify condition | Return Inspection Team | Confirmed |
| Original packaging is required | Product is returned | Verify packaging | Return Inspection Team | Confirmed |
| Personalized products are excluded | Product is personalized and not defective | Do not approve standard refund | Customer Service | Confirmed |
| Defective products have a separate path | Product is verified as defective | Consider refund or replacement | Customer Service | Confirmed |
## 3. Conditions & Decision Points
| Condition | If True | If False | Required Decision |
|---|---|---|---|
| Request is within 14 days | Continue eligibility review | Standard refund eligibility is not established | Confirm eligibility |
| Product is unused | Continue review | Standard refund eligibility is not established | Confirm condition |
| Product is personalized | Check whether it is defective | Continue standard eligibility review | Determine applicable policy |
| Product is defective | Refund or replacement may be considered after verification | Continue standard return process | Determine resolution |
## 4. Exceptions & Special Cases
| Exception | Applicable Condition | Required Action | Responsible Role |
|---|---|---|---|
| Personalized product | Product is personalized and defective | Refund or replacement may be considered after verification | Customer Service |
| Damaged return | Return arrives damaged | Escalate to Support Manager | Customer Service |
| Disputed eligibility | Customer disputes eligibility | Escalate to Support Manager | Customer Service |
| Unclear policy condition | Policy does not clearly determine eligibility | Escalate to Support Manager | Customer Service |
## 5. Required Information & Checks
| Action | Information or Check Required | Source | Status |
|---|---|---|---|
| Check eligibility | Purchase/receipt date | Customer order record | Required |
| Check product condition | Whether product is unused | Returned product | Required |
| Check packaging | Original packaging present | Returned product | Required |
| Check special status | Whether product is personalized | Product/order information | Required |
| Verify defect | Whether product is defective | Product inspection | Required |
## 6. Responsibilities
| Role | Responsibility | Trigger | Expected Action |
|---|---|---|---|
| Customer | Submit refund request | Refund needed | Provide request and return product when required |
| Customer Service | Review refund request | Request received | Check policy conditions |
| Return Inspection Team | Inspect returned products | Product returned | Verify product condition |
| Support Manager | Handle escalated cases | Dispute, damage, or unclear condition | Review escalated case |
## 7. Escalation Rules
| Escalation Trigger | Escalate To | Required Action | Reason |
|---|---|---|---|
| Damaged return | Support Manager | Review case | Explicit policy requirement |
| Disputed eligibility | Support Manager | Review case | Explicit policy requirement |
| Unclear policy condition | Support Manager | Review case | Explicit policy requirement |
## 8. Operational Workflow
1. Receive refund request.
2. Check purchase date and product eligibility.
3. Check whether the product is personalized.
4. Check product condition and packaging requirements.
5. If eligible, provide return instructions when required.
6. Inspect the returned product.
7. If eligible after inspection, process the refund.
8. If the product is defective, consider refund or replacement after verification.
9. Escalate damaged, disputed, or unclear cases to the Support Manager.
## 9. Policy Gaps & Ambiguities
- The policy does not define how the 14-day period should be calculated when dates are unclear.
- The policy does not specify the refund processing timeframe.
- The policy does not define who makes the final decision when a defective product is disputed.
## 10. Implementation Checklist
- [ ] Check refund request date
- [ ] Verify product eligibility
- [ ] Check whether product is personalized
- [ ] Verify product condition
- [ ] Verify original packaging
- [ ] Inspect returned product
- [ ] Verify defects when applicable
- [ ] Escalate disputed or unclear cases
## 11. Policy-to-Action Summary
- Key Rules: Refunds generally require a request within 14 days and an unused product in original packaging.
- Required Actions: Review eligibility, inspect returns, and process eligible refunds.
- Responsible Roles: Customer Service, Return Inspection Team, Support Manager.
- Important Conditions: Product timing, condition, packaging, personalization, and defects.
- Escalation Triggers: Damaged returns, disputed eligibility, and unclear policy conditions.
- Critical Gaps: Refund processing timeframe and some decision responsibilities are not specified.
## 12. Implementation Status
**Needs Clarification**
### Immediate Next Actions
1. Define the refund processing timeframe.
2. Clarify how the 14-day period is calculated.
3. Clarify final decision authority for disputed defective products.
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GPT-6-ASTRA
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AI Policy-to-Action Mapper extracts rules, conditions, exceptions, responsibilities, decision points, escalation triggers, and required actions from business policies.
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