Field Operations Safety, IRB &
Regulatory Protocols.
Physical AI data collection encounters real humans, public streets, and proprietary industrial facilities. Blue Fieldo implements air-tight legal, ethical, and operational protocols so your training data is 100% audit-proof from day one.
1. Ethical Human Participant Consent (IRB Aligned)
All human participant collection sessions (in-cabin driver behavior, bimanual ergonomics, speech, biometrics) operate under formal ethical oversight.
- ✓ Informed Consent Releases: Signed digital consent covering multi-modal telemetry, commercial AI model training, and biometric telemetry.
- ✓ Right to Revocation: Documented participant right to request data exclusion before irreversible model checkpoint weights are frozen.
- ✓ Fair Wage & Direct Compensation: Transparent, ethical payment mechanisms verified across all operational field hubs.
2. Facility & Municipal Permitting
Deploying high-resolution sensor test vehicles and LiDAR mapping equipment requires ironclad legal access to operational grounds.
- ✓ Municipal & Traffic Authority Approvals: Certified route permissions for instrumented roof-rack camera/LiDAR test fleets.
- ✓ Industrial Warehouse & Plant Access: Executed site access agreements, safety protocol briefings, and industrial liability insurance coverage.
- ✓ Air-Gapped Facility Security: Strict containment procedures preventing unauthorized capture of client proprietary floor plans or confidential machinery.
3. Edge-Accelerated PII Redaction & Privacy Blurring
Real-world footage captured in public corridors must never compromise bystander privacy or violate global data protection acts.
- ✓ Automated Facial & License Plate Anonymization: Ultra-high recall edge algorithms blurring bystander identities and vehicle license plates without degrading underlying spatial point cloud fidelity.
- ✓ Audio PII Bleeping & Scrambling: Automated removal of accidental personal names, credit numbers, or phone numbers in ambient microphone feeds.
- ✓ Cryptographic Checksums & Audit Logs: Verifiable SHA-256 hashes generated at capture time, ensuring chain-of-custody verification from raw field drive to client S3/GCS bucket.
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