# Private AI Readiness Audit Report

**Client:** {{CLIENT_NAME}}
**Organization:** {{ORG_NAME}}
**Date:** {{DATE}}
**Auditor:** {{AUDITOR_NAME}}
**Call Duration:** 90 minutes
**Report Version:** 1.0

---

## Executive Summary

{{EXECUTIVE_SUMMARY}}

**Overall Readiness Score:** {{SCORE}}/100
**Risk Level:** {{RISK_LEVEL}} (Critical / High / Medium / Low)
**Recommended Engagement:** {{ENGAGEMENT_TYPE}} (Fix-it sprint / Retainer / Self-serve)

---

## 1. Data Residency & Sovereignty Assessment

### Current State
{{DATA_RESIDENCY_CURRENT}}

### Gaps Identified
| Gap | Severity | Evidence | Remediation |
|-----|----------|----------|-------------|
| {{GAP_1}} | {{SEV_1}} | {{EVIDENCE_1}} | {{REMEDIATION_1}} |
| {{GAP_2}} | {{SEV_2}} | {{EVIDENCE_2}} | {{REMEDIATION_2}} |

### Recommendations
{{DATA_RESIDENCY_RECS}}

---

## 2. Model Licensing & Commercial Use Review

### Inventory Audit
| Model | License | Commercial OK? | Attribution Required? | User Limit? | Status |
|-------|---------|----------------|----------------------|-------------|--------|
| {{MODEL_1}} | {{LICENSE_1}} | {{COMM_1}} | {{ATTR_1}} | {{LIMIT_1}} | {{STATUS_1}} |

### Gaps Identified
| Gap | Severity | Evidence | Remediation |
|-----|----------|----------|-------------|
| {{MODEL_GAP_1}} | {{MODEL_SEV_1}} | {{MODEL_EVIDENCE_1}} | {{MODEL_REMEDIATION_1}} |

### Recommendations
{{MODEL_LICENSING_RECS}}

---

## 3. Inference Stack Hardening

### Current Architecture
{{INFERENCE_ARCH}}

### Security Gaps
| Component | Gap | Severity | Remediation |
|-----------|-----|----------|-------------|
| {{COMP_1}} | {{INF_GAP_1}} | {{INF_SEV_1}} | {{INF_REMEDIATION_1}} |
| {{COMP_2}} | {{INF_GAP_2}} | {{INF_SEV_2}} | {{INF_REMEDIATION_2}} |

### Hardening Priorities
1. **Immediate (0-7 days):** {{IMMEDIATE_1}}, {{IMMEDIATE_2}}
2. **Short-term (7-30 days):** {{SHORT_1}}, {{SHORT_2}}
3. **Ongoing:** {{ONGOING_1}}

---

## 4. Compliance Gap Analysis

### Regulatory Scope
{{REG_SCOPE}}

### Control Mapping
| Regulation | Control | Current State | Gap | Effort to Close |
|------------|---------|---------------|-----|-----------------|
| {{REG_1}} | {{CTRL_1}} | {{STATE_1}} | {{GAP_1}} | {{EFFORT_1}} |

### Critical Path to Compliance
{{COMPLIANCE_PATH}}

---

## 5. Prioritized Remediation Roadmap

### Phase 1: Critical Fixes (Week 1-2)
| # | Action | Owner | Effort | Dependencies | Success Criteria |
|---|--------|-------|--------|--------------|------------------|
| 1 | {{ACTION_1}} | {{OWNER_1}} | {{EFFORT_1}} | {{DEPS_1}} | {{CRITERIA_1}} |
| 2 | {{ACTION_2}} | {{OWNER_2}} | {{EFFORT_2}} | {{DEPS_2}} | {{CRITERIA_2}} |

### Phase 2: Hardening (Week 3-6)
| # | Action | Owner | Effort | Dependencies | Success Criteria |
|---|--------|-------|--------|--------------|------------------|
| 3 | {{ACTION_3}} | {{OWNER_3}} | {{EFFORT_3}} | {{DEPS_3}} | {{CRITERIA_3}} |

### Phase 3: Maturity (Month 2-3)
| # | Action | Owner | Effort | Dependencies | Success Criteria |
|---|--------|-------|--------|--------------|------------------|
| 4 | {{ACTION_4}} | {{OWNER_4}} | {{EFFORT_4}} | {{DEPS_4}} | {{CRITERIA_4}} |

---

## 6. Monetization Opportunities Identified

| Opportunity | Description | Effort | Revenue Potential | Timeline |
|-------------|-------------|--------|-------------------|----------|
| {{OPP_1}} | {{OPP_DESC_1}} | {{OPP_EFFORT_1}} | {{OPP_REV_1}} | {{OPP_TIME_1}} |

---

## 7. Appendix

### A. Full Infrastructure Diagram
{{DIAGRAM_LINK}}

### B. Raw Scan Data
{{SCAN_DATA_LINK}}

### C. Tool Versions Used
- Audit script version: {{TOOL_VERSION}}
- Stripe CLI: {{STRIPE_VERSION}}
- nvidia-smi: {{NVIDIA_VERSION}}
- Ollama: {{OLLAMA_VERSION}}

### D. Follow-up Schedule
- **7-day check-in:** {{FOLLOWUP_1}}
- **30-day review:** {{FOLLOWUP_2}}
- **90-day maturity assessment:** {{FOLLOWUP_3}}

---

**Confidentiality:** This report contains sensitive infrastructure details. Distribution limited to named stakeholders only.

**Next Steps:** {{NEXT_STEPS}}