The agentic operating system for security operations
Autonomous multi-agent execution running inside your boundary, on one governed core, with cryptographic evidence for every action.
Built for the bottleneck traditional tools can't solve
Conventional operations drown in alert volume, manual swivel-chair triage, and ungoverned scripts.
Alert Fatigue & Signal Loss
Alert fatigue leaves critical threats hidden in log noise.
Fragmented Triage Lag
Tier-1 triage takes hours per incident across disjointed tools.
Ungoverned Containment Risk
Containment scripts lack human safety gates and audit trails.
How Trace8 AIR operates
Autonomous multi-agent triage from log ingestion to verified human containment.
Detect at ingest
Triage with AI in 3–10 s
Investigate in one canvas
Contain with human approval
Engineered for autonomous enterprise execution
Deterministic security operations backed by cryptographic verification.
Specialist investigation agents
Autonomous domain agents query telemetry in parallel to evaluate threat context without manual human query construction.
Detection the moment a log lands
Sub-second ingest processing identifies suspicious patterns before adversary dwell time mounts.
Federated mode over Sentinel, no second index
Queries Sentinel, Splunk, and Elastic in place. Raw logs remain in your storage; zero duplicate ingestion fees.
MSSP multi-tenant
Full tenant isolation with hierarchical policy enforcement and unified cross-client analyst views.
On-prem or your VPC, local LLMs for air-gapped
Deploy inside your private boundary or sovereign enclaves with local LLM runtimes and zero cloud egress.
Works with your existing stack
Adjacent federation, not rip-and-replace. Connects in minutes via read-only APIs.
Trace8 contains a password spray across distributed cloud enclaves.
Trace8 AIR Impact Analysis
Documented enterprise reference scenario. Results depend on telemetry volume and environment complexity.
Trace8 AIR vs Traditional Alternatives
Every category stops short of execution. CAELION products execute, with evidence.
| Capability | CAELION (Trace8 AIR) | Microsoft Sentinel | Splunk ES |
|---|---|---|---|
| Data Ingestion | Zero duplicate ingest (queries in place) | Requires multi-TB log ingestion | Requires multi-TB log ingestion |
| Triage Latency | 3–10 seconds per alert with AI | Manual queue (hours to days) | Manual queue (hours to days) |
| Log Storage Boundary | In-tenant memory only (no secondary storage) | Vendor cloud replication | Vendor cloud replication |
| Containment Safety | Governed human-in-the-loop approval gates | Uncontrolled scripts / manual SOAR | Uncontrolled scripts / manual SOAR |
| Audit Trail | Cryptographic hash-chained ledger | Disjointed syslog fragments | Disjointed syslog fragments |
| Deployment Model | VPC, On-Prem, Air-Gapped with local LLMs | Azure cloud dependency | Server & Cloud footprint overhead |
Based on public product information.
Frequently asked questions about Trace8 AIR
Does Trace8 require duplicating logs into a secondary vendor index?
No. Trace8 queries your existing Sentinel, Splunk, or Elastic deployment on-demand with read-only credentials. Raw logs stay in your platform, under your retention, inside your boundary. Only ephemeral summaries live in memory during investigation.
How does human-in-the-loop containment ensure system safety?
While triage and multi-agent investigation complete autonomously in 3–10 seconds, containment actions (such as account quarantine or IP isolation) freeze at validation gates requiring explicit authorized human sign-off.
Can Trace8 deploy into air-gapped or sovereign environments?
Yes. Trace8 deploys on-premises or inside isolated customer VPC enclaves, leveraging local LLM inference engines with zero external internet dependencies or data egress.
How does Trace8 handle MSSP multi-tenancy?
Trace8 natively supports hierarchical multi-tenant estates, allowing managed security providers to orchestrate multiple isolated client environments from a unified analyst interface while maintaining strict data separation.
Which telemetry sources and SIEMs are supported?
Trace8 connects natively to Microsoft Sentinel, Splunk, Elastic Security, CrowdStrike Falcon, Microsoft Defender, Entra ID, Okta, and notification endpoints like Slack and Microsoft Teams.
Start a 30-day POC on your logs
Bring us a real workload — an alert queue or a live SIEM connection. We'll show you governed agents running against it: read-only, inside your boundary, evidence attached.