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"Who gave you authority?" Aria asked.

| Recommendation | Rationale | Owner / Team | Timeline | Success Metric | |----------------|-----------|--------------|----------|----------------| | Example: Implement automated testing for IPZZ‑281 | Reduces defect rate by ~30 % | QA Lead | Q3 2026 | Defect rate ≤ 1.5 % | | Example: renegotiate supplier contract | Cuts material cost by 8 % | Procurement | 6 weeks | Cost per unit ↓ | | … | … | … | … | … |

!!better!! - Ipzz-281

"Who gave you authority?" Aria asked.

| Recommendation | Rationale | Owner / Team | Timeline | Success Metric | |----------------|-----------|--------------|----------|----------------| | Example: Implement automated testing for IPZZ‑281 | Reduces defect rate by ~30 % | QA Lead | Q3 2026 | Defect rate ≤ 1.5 % | | Example: renegotiate supplier contract | Cuts material cost by 8 % | Procurement | 6 weeks | Cost per unit ↓ | | … | … | … | … | … | IPZZ-281

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