What is Mirror Ledger Engine?
Mirror Ledger Engine is the evidence substrate of the Speculum AI Platform. It is invoked across the stack by Guard, Gateway, and Memory to produce tamper-resistant evidence packaging. The output is regulator- and court-ready artifacts, not raw logs.
The core principle:
"Evidence by default, not evidence by request. Every decision is recorded, sealed, and ready for examination."
Core Capabilities
Evidence Packaging
Packages raw decision data into structured, portable evidence artifacts. Output is audit-ready, not raw logs.
Regulator-Ready Artifacts
Generates compliance-ready reports in formats required by financial regulators. J-AISI, GDPR, and industry-specific standards.
Tamper-Resistant Sealing
Cryptographic sealing of every evidence package. Prove integrity from creation through court presentation.
Decision Lineage
Complete attribution chain from input to output. Know exactly which agent, model, and policy contributed to each decision.
Cross-Component Integration
Called by Guard, Gateway, and Memory at decision boundaries. Evidence generation is automatic, not manual.
Cross-System Reconciliation
Reconcile evidence across Mirror OS components and external audit systems. Single source of truth.
Use Cases
Regulatory Examinations
Produce examiner-ready evidence packages on demand. No scrambling when regulators arrive.
Legal Discovery & E-Discovery
Court-admissible evidence with proven chain of custody. Built for legal defensibility.
Compliance Audit Preparation
Continuous audit readiness, not periodic audit panic. Evidence exists by default.
Incident Reconstruction
Complete decision replay capability. Understand exactly what happened and why.
Integrated Across the Stack
Mirror Ledger Engine is automatically invoked by other Mirror components. Evidence generation is built-in, not bolted-on.