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Action logs, decision traceability, agent activity monitoring, execution replay, token usage analytics and explainability dashboards.
Action logs, decision traceability, agent activity monitoring, execution replay, token usage analytics and explainability dashboards.
Each pillar can be enabled, configured and audited independently.
Structured & queryable.
Plans, prompts and decisions.
Re-run against history.
Per workflow / agent / team.
Why this tool, this model, this path.
SLA, drift, policy alerts.
An immutable record of who reasoned, what they decided, what data they touched, and what changed downstream — generated automatically.
Every agent invocation, tool call, memory read, model token and human approval is captured with payload hashes and timing.
Records are stitched into a single trace per workflow using OpenTelemetry-compatible trace IDs.
Traces persist in tamper-evident storage with configurable retention — meeting SOX, HIPAA, and EU AI Act requirements.
Filter, slice and search across agents, users, tools and time windows. Reconstruct any decision in seconds.
Re-run any historical execution against current or proposed agent versions to validate fixes.
Real numbers from production deployments — across banking, healthcare, telco, manufacturing and the public sector.
When the auditor asks 'how did this decision happen?', you answer in minutes — not weeks of forensic reconstruction. Export ready for SOC 2, ISO 27001, HIPAA, EU AI Act.
Same telemetry feeds your SIEM, your APM, and your data warehouse. Native exporters for Splunk, Datadog, Snowflake and the OpenTelemetry ecosystem.
Six concrete patterns from regulated enterprises across financial services, healthcare, telecom, public sector, energy and manufacturing.
Reproduce every step of an agent-supported trade for FCA / SEC investigation.
Show regulators exactly why a claim was approved or denied — including which clauses were consulted.
HIPAA-compliant record of every clinical recommendation and the supporting evidence the agent saw.
Drill into any customer-impacting incident — which agent did what, when, with what result.
Citizens or oversight bodies can request the full chain of reasoning behind any determination.
Quality and regulatory teams export agent decision trails as part of routine audit cycles.
Log aggregation isn't audit. Audit means provable, queryable, reproducible.
Yes — write-once with cryptographic verification.
Yes — OpenTelemetry to Splunk, Datadog, Grafana, ELK.
Most customers adopt new capabilities in 2-4 weeks through starter packs and onboarding workshops.
No. The capability runs on your existing xyner deployment — cloud, hybrid, on-prem or sovereign.
Yes — our customer success team and partners deliver guided migrations and pilots.
See xyner in your environment with a guided executive demo.