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Create comprehensive SafeDose CV pipeline and safety documentation#385

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Create comprehensive SafeDose CV pipeline and safety documentation#385
Copilot wants to merge 2 commits intomainfrom
copilot/fix-384

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Copilot AI commented Sep 17, 2025

This PR adds comprehensive technical documentation for the SafeDose CV/ML pipeline, safety guardrails, and revenue model in docs/SAFE_DOSE_REPORT.md.

Key Documentation Areas

CV/ML Pipeline Analysis:

  • Complete system architecture mapping (on-device vs server processing)
  • OpenAI Vision API integration for OCR/image processing
  • Sequence diagram showing data flow from camera capture to dose calculation
  • File path references for all critical processing components

Safety Guardrails & Validation:

  • Volume safety thresholds (0.005-2mL) preventing micro/over-dosing
  • Unit compatibility validation with comprehensive error handling
  • Syringe capacity overflow protection
  • Multi-layer confirmation requirements with medical disclaimers

Privacy & Compliance:

  • No image retention policy (processing-only via OpenAI API)
  • PII minimization with Firebase pseudonymization
  • Analytics data boundaries and consent mechanisms
  • Audit trail capabilities for dose calculations

Monetization Strategy:

  • Three non-medical product SKUs ($49-199/month)
  • Clear calculation-tool positioning with professional review requirements
  • OSS vs Professional feature split proposal
  • SDK/plugin architecture boundaries for third-party integration

Technical Details

The report includes detailed file:line references throughout, citing specific implementation details from:

  • Image processing: lib/cameraUtils.ts:52-350
  • Dose calculations: lib/doseUtils.ts:89-287
  • Safety validation: lib/hooks/useDoseCalculator.ts:300-324
  • Test coverage: lib/doseUtils.test.ts:23-100

A comprehensive test vector table documents all guardrail validation scenarios with expected outcomes and error conditions.

The documentation ensures SafeDose operates within clear boundaries as a calculation assistance tool requiring professional medical oversight, not as a replacement for medical judgment.

Fixes #384.


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vercel bot commented Sep 17, 2025

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safe-dose Ready Ready Preview Comment Sep 17, 2025 10:32pm

…e documentation

Co-authored-by: rodneyg <6868495+rodneyg@users.noreply.github.com>
Copilot AI changed the title [WIP] Produce docs/SAFE_DOSE_REPORT.md (CV pipeline, guardrails, boundaries, revenue) Create comprehensive SafeDose CV pipeline and safety documentation Sep 17, 2025
Copilot AI requested a review from rodneyg September 17, 2025 22:30
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Produce docs/SAFE_DOSE_REPORT.md (CV pipeline, guardrails, boundaries, revenue)

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