Technology
The technical foundations that enable contextual observability, trust governance and operational intelligence.
Contextual Observability
Unlike traditional metric-based monitoring, contextual observability captures the full runtime state: memory, process tree, network flows and filesystem interactions. This enables answering not just 'what happened' but 'why it happened'.
Zero Trust & Trust Governance
Trust is neither binary nor permanent. Our adaptive scoring model continuously evaluates each process's behavior. Scores decay toward neutrality and require sustained positive evidence to remain high.
Semantic Telemetry
CIPHER transforms raw logs into actionable intelligence. It classifies network flows with anomaly detectors, maps relationships between processes and endpoints, and assigns contextual reputation scores to each connection.
Contextual Intelligence
Longitudinal analysis over weeks of data enables establishing statistical baselines with high confidence. Drift detection identifies early deviations that static thresholds would miss.
Cryptographic Custody
All secrets, tokens and sensitive data are encrypted with robust cryptographic standards. Keys rotate periodically. No secrets are stored in plaintext or transmitted without encryption.
Low Operational Impact
Agents with an ultra-light memory footprint. Non-blocking, rate-limited telemetry collection. Designed to run alongside production workloads without interference.