Data Governance • Zero Training Guarantee

Privacy & Data Governance

How Red River Tech processes telemetry, redacts operational diagnostics, and enforces boundary isolation with frontier AI models.

Revision 2026.4 • Effective April 2026 • Compliant with SOC 2 Type II & GDPR

1. Scope & Diagnostic Telemetry Collection

Red River Tech operates RRT SupportOps, an automated Level 1/Level 2 technical support and incident intelligence platform. Our telemetry collectors operate strictly within system operational boundaries.

Explicit Collection Boundaries

Collected Telemetry: Linux kernel dmesg, systemd unit logs, Docker container status, Nginx access/error traces, network socket states, and Prometheus resource counters.
Strictly Excluded: Customer production databases, user passwords, credit card data, personal customer records, and application-level business payloads.

Telemetry streams are only queried upon detection of system anomalies (e.g., OOM killer invocations, HTTP 502/504 spikes, or hung sockets) or explicit engineer dispatch.

2. Client-Side Sanitization & Credential Scrubbing

Before any diagnostic log leaves customer host nodes via the rrt-agent daemon, data passes through a multi-pass deterministic sanitization pipeline.

Data Category Detection Pattern Sanitization Action
Bearer & OAuth Tokens High-entropy RFC 6750 token signatures Irreversibly replaced with [REDACTED_AUTH_TOKEN]
Cloud & Database Credentials AWS keys (AKIA...), DB URI passwords Masked with [REDACTED_CREDENTIAL]
Internal Hostnames & IPs RFC 1918 IPv4/IPv6 private subnets Mapped to persistent anonymized aliases (e.g., node-sg-01.internal)
Personal Identifiable Data Email addresses, user IDs, phone numbers Hashed or purged before serialization

3. LLM Context Isolation & Zero Training

RRT SupportOps routes sanitized diagnostic telemetry to Anthropic commercial Claude 3.5 Sonnet API endpoints. Our data governance terms guarantee:

• Zero Model Training: Telemetry, logs, reasoning traces, and diffs are never used to train, fine-tune, or improve frontier models.
• Prompt Caching Segregation: Cached incident runbooks and topology metadata are isolated by cryptographic tenant IDs and automatically invalidated after 5 minutes of inactivity.
• Ephemeral Memory: Volatile runtime contexts inside Claude reasoning nodes are discarded immediately upon returning diagnostic reports.

4. Storage Architecture & Retention Windows

Incident intelligence reports and tool invocation logs are stored in our secure diagnostic cluster located in AWS Lightsail Singapore (AP-SOUTHEAST-1).

Retention Specifications

• Standard Incident Retention: 30 days on AES-256 encrypted volumes, followed by automated cryptoshredding.
• Ephemeral Mode: Customers may configure RETENTION_MODE=0 for immediate post-incident memory purging.
• Cold Storage: We do not transfer operational logs to unencrypted tape or cold storage archives.

5. Subprocessors & Edge Infrastructure

To deliver millisecond-level incident triaging, RRT SupportOps engages tier-1 enterprise infrastructure providers:

Provider Role & Scope Region / Security Standard
Anthropic, PBC Frontier LLM inference (Claude 3.5 Sonnet) US Enterprise API • SOC 2 Type II certified
Amazon Web Services (AWS) Diagnostic compute & log aggregation Singapore Region • ISO 27001, SOC 1/2/3
Cloudflare, Inc. DDoS defense, Anycast routing & mTLS edge Global Edge • PCI-DSS 4.0, SOC 2 Type II

6. Data Rights & Security Desk

Organizations operating under GDPR, CCPA, or regional data sovereignty regulations may request complete telemetry exports or immediate deletion of historical incident traces.

Red River Tech — Privacy & Data Protection Office
Direct Email: [email protected] (General: [email protected])
SOC Engineering Desk: Hanoi, Vietnam • Secondary Gateway: Singapore
Verification SLA: Written response within 24 business hours