Why This Matters for Enterprise
A robot deployed in a manufacturing facility captures continuous video of production lines, product SKUs, process parameters, and employee behavior. A teleoperation system streams this video to remote operators. A data collection engagement records it for ML training. Each of these data flows represents a potential exposure of proprietary process knowledge, competitive IP, and personal data that enterprises have not traditionally needed to manage.
The enterprise security posture for robot data is still maturing. Many companies that are sophisticated in their treatment of IT data (SOC 2 compliant, GDPR-ready) have not yet applied comparable rigor to robot data. This post provides a framework for doing so.
Data Classification Framework
| Data Type | Classification | Key Risk | Handling Requirement |
|---|---|---|---|
| Robot joint telemetry (position, velocity) | Internal | Operational IP | Encrypted in transit, access-controlled |
| Workspace video (no personnel) | Confidential | Process/product IP | AES-256 at rest, TLS 1.3 in transit, 90-day retention |
| Video with facility layout visible | Confidential | Facility security, competitive | Restricted access, watermarked exports |
| Video with employees visible | Sensitive/PII | GDPR/CCPA biometric | Consent required, face blur or restricted access |
| Product SKU and barcode data | Confidential | Inventory IP | Encrypted, need-to-know access only |
| Operator biometric (if used) | Sensitive/PII | GDPR/CCPA explicit consent | Explicit consent, DPA required |
Network Security Requirements
- Isolated VLAN for robot traffic: Robot control networks should be on a dedicated VLAN with no direct internet routing. Teleoperation and data streaming should exit through a controlled gateway, not through the corporate network.
- VPN for remote access: Remote teleoperation sessions must traverse a site-to-site VPN or client VPN with certificate-based authentication. Username/password authentication is insufficient for production robot access.
- Certificate-based robot authentication: Each robot should have a unique hardware certificate for network authentication. Shared credentials across robot fleet create a single point of compromise.
- Egress filtering: Robot network segment should have explicit allow-lists for outbound connections. Robots should not be able to initiate arbitrary outbound connections.
Video Data Security
Video streams and stored video are the highest-risk data in a robot deployment. Requirements:
- Encryption at rest: AES-256 for all stored video. Cloud storage should use server-side encryption with customer-managed keys (AWS KMS, GCP Cloud KMS) so the cloud provider cannot access the content.
- Encryption in transit: TLS 1.3 minimum for all video streaming. WebRTC (used for real-time teleoperation) should use DTLS-SRTP for media encryption.
- Access logging: Every access to stored video should be logged with user identity, timestamp, and accessed resource. Logs should be immutable (write-once storage or SIEM ingestion).
- Retention policy: Define and enforce a retention policy before deployment. 90 days is a reasonable default for training data; operational video should have shorter retention unless there is a specific business reason for longer.
IP Protection in Vendor Contracts
This is the most underrated clause in robot data vendor agreements: your demonstration data is your intellectual property. The specific motion strategies, object handling techniques, and workflow sequences captured in robot demonstrations are proprietary knowledge that has direct competitive value. Any vendor contract for data collection, policy training, or robot management should include:
- Explicit data ownership statement: all data collected during the engagement is owned by the customer
- No training on customer data: vendor agrees not to use customer data to train models that benefit other customers
- Data deletion SLA: customer data must be deleted within 30 days of contract termination, with deletion confirmation
- Audit rights: customer has the right to audit vendor data handling practices on reasonable notice
Vendor Security Assessment Checklist
Before engaging a robot data or services vendor with access to sensitive environments:
- SOC 2 Type II report (not just Type I) — issued within the past 12 months
- Penetration test by third party within the past 12 months, with findings remediation evidence
- Documented incident response plan with defined RTO/RPO and notification timelines
- Data deletion SLA in contract (not just on request — within defined days)
- Employee background check policy for operators who will be in your facility
- Subprocessor disclosure — who else will have access to your data?
SVRC Enterprise Security Posture
SVRC's enterprise data services operate under a security framework designed for manufacturing and logistics deployments: AES-256 at rest, TLS 1.3 in transit, customer-managed encryption keys on request, no cross-customer data use, 30-day deletion SLA, and SOC 2 Type II compliance in progress for H2 2025. All operators working on enterprise engagements complete background screening.
For enterprise deployments with specific compliance requirements (ITAR, HIPAA, ISO 27001), contact our team to discuss a tailored security agreement.