Transparent AI Intelligence

Data Forensics and Visibility

Every byte tells a story. Resiliate® gives you cryptographically verifiable histories, audit-grade metadata, and anomaly-aware timelines — embedded directly into your data.

Dive Into the Stack

Technical Deep Dive

Cybernetic Engram® AI enables embedded, cryptographically anchored forensics by transforming each data block into an autonomous entity that logs, defends, and explains its own lifecycle. The result is full-stack visibility — not just on storage, but within the data itself.

Embedded Forensics Capabilities

  • Byte-Level Access Logs: Tracks every read/write/transform operation with actor/process IDs and time-of-day patterns.
  • Versioned Neural Snapshots: Stores each valid state as a secure neural model capable of reconstruction on-demand.
  • Immutable Timelines: All events are chained with Merkle proofs and anchored optionally in blockchain or append-only DAGs.
  • Forensic Entropy Metrics: Anomaly signals based on entropy deviation, semantic drift, and mutation deltas.

Compliance-Grade Recordkeeping

  • Aligned with NIST 800-53, PCI DSS 4.0, and GDPR requirements for integrity, traceability, and non-repudiation.
  • Forensic logs stored directly in the data object — tamper-evident and cryptographically verifiable.
  • Supports zero-trust architectures and air-gapped deployments without requiring cloud dependency.

AI Transparency + Replay

  • Forensic visualization tools can reconstruct access patterns and mutation chains over time.
  • Explainable AI context from engram state transitions — what was changed, why it triggered recovery, and who did it.
  • Enables continuous audit trails for sensitive environments like national security, finance, and healthcare.