Every execution. Every decision. Every retrieval. Traceable.
Nexoraa generates a complete trace of every agent run, including prompts, model calls, tool invocations, retrievals, validation results, and human decisions.
Nexoraa records what happened, why it happened, and who approved it.
Execution traces
End-to-end trace of a single workflow run: decomposition, model calls, tool invocations, retrieval results, validation outcomes, and human decisions. OpenTelemetry-compatible.
Operational dashboards
Aggregate views of cost, latency, throughput, error rates, retrieval quality, and reviewer SLAs, filterable by agent, workflow, workspace, and time window.
Audit reports
Pre-built and configurable reports for access logs, prompt promotion logs, agent change logs, decision logs, and retention compliance.
Audit readiness is produced by the workflow itself.
Authentication events
Login, MFA challenge, session creation and termination, IP and device metadata.
Permission changes
Role assignments, policy edits, and workspace membership changes.
Definition changes
Agents, prompts, tools, and datasets with every edit, author, and diff.
Execution traces
Every agent run with full context, tool calls, model calls, retrievals, and decisions.
Human decisions
Reviewer approvals, rejections, and modifications with reason codes and time-to-decision.
Data access
Every retrieval with user, document, role, and policy outcome.
Validation results
Every Haluvance decision with reason code, contract reference, and policy outcome.
Audit records are built for review.
Tamper-evident storage
Logs are written to append-only storage with cryptographic chaining.
Retention policy
Configurable retention per log type and workspace with automated purge for expired records.
PII handling
PII detection and redaction before logs are written. Sensitive fields are tokenised.
Access control
Logs are scoped by role; audit access itself is logged.
Export
Logs export to enterprise SIEM such as Splunk, Sentinel, Chronicle, or Elastic through standard pipelines.