Design Audit Kit

Productized deliverables for reproducible AI operations

Buy Design Audit Kit v1.0 Price: ¥9,800

Purchase on Gumroad 

Download Sample PDF

If you want this applied to your real workflow: Design Audit  / OEM 

This is the “deliverable pack” used in Panolabo Engine’s Design Audit. If you need reproducibility, validation, logging, and replay—this kit gives you the structure.

What you get (8-page PDF)

Who it’s for

• Teams moving from prototype to production
• OEM / agencies shipping AI deliverables to clients
• Operations that must be consistent across staff changes

What this kit is NOT

• Not “how to think better with AI”
• Not prompt engineering tricks
• Not model-specific hacks

This is about reproducibility and responsibility.

Kit Contents Preview

Message Contract Template

Purpose:
Input schema:
Output schema:
Constraints:
Prohibited outputs:
Acceptance criteria:
Failure handling:

Validation Checklist

[ ] Schema validation
[ ] Format check
[ ] Business rule check
[ ] Human review step

Log Requirements

- Input
- Contract version
- Model/version
- Output
- Timestamp

Audit Report Format

Risk level:
Broken OS rules:
Required fixes:
Expected outcome:

Pricing

Buy Now

Ready for production?

Buy the Kit (¥9,800) 

Or request a Design Audit 

Want hands-on support?

Request a Design Audit (applied to your real system): → https://www.panolabollc.com/contact/?type=audit 

OEM / Integration: → https://www.panolabollc.com/contact/?type=oem 

Sample Download

→ Design Audit Kit Sample PDF

Related

• Checklist: /design-audit-checklist
• Sample Output: /design-audit-sample
• OS-10: /operating-principles

Responsible Architect: Panolabo / Kenichiro Numa