Operational Intelligence Agent
Fathom
Your logs, finally understood.
A read-only agent that understands your infrastructure logs, enriches them with operational context, and lets your team query incidents in plain language. Bespoke to your stack. Designed for deployment inside your environment.
EXAMPLE QUERIES
“Trace the chain of events behind last night’s spike in 5xx errors.”
“Show me what led to this service restarting three times today.”
“Reconstruct what changed in the minutes before latency doubled.”
EXAMPLE RESPONSE
Fathom reconstructs the incident timeline.
Question
“What happened before checkout errors spiked at 02:13?”
Narrative
Two minutes after the `checkout-api` deployment completed, database timeout errors began rising on the payments dependency. Retry volume then tripled across three pods, queue latency climbed, and one instance restarted after failing repeated health checks.
Timeline
- 02:11
Deployment `checkout-api@2026.04.09.4` completed successfully.
- 02:13
`payments-db` timeout errors began rising across checkout requests.
- 02:14
Automatic retries tripled and queue latency increased materially.
- 02:16
One checkout pod restarted after repeated health check failures.
FATHOM
An agent that reads before it acts.
Your infrastructure produces a continuous record of everything it does. In practice, most of this data is only queried during incidents, by the few engineers who know where to look and what to search for.
Fathom learns the structure and patterns of your log sources, then turns them into a more legible operational record. It gives your team conversational access to incident history without requiring expertise in log schema, query syntax, or tooling.
PHILOSOPHY
- Read-Only
- Your Data Never Leaves
- Full Audit Trail
MODEL ARCHITECTURE
Your choice of intelligence.
Fathom is not tied to a single model stack. Its reasoning layer is decoupled from the surrounding operational framework, so it can be matched to your requirements while remaining inside infrastructure you control. You choose the intelligence boundary; we provide the operational framework around it.
PHILOSOPHY
Deliberately scoped.
Read-Only
Fathom queries your logs and returns answers. It has no write access, no ability to execute commands, and no permissions beyond the sources you explicitly grant.
Bespoke Configuration
Every deployment is scoped to your stack — your log sources, your access boundaries, your redaction rules. There is no generic version.
Your Data Never Leaves
Fathom is deployed inside your infrastructure. Logs are read locally, enrichment is performed locally, and queries are processed locally. No data is transmitted to external servers, third-party endpoints, or Monomyth systems. Your operational data is never used to train or improve any model. What Fathom learns about your log structure stays within your deployment and is deletable at any time.
Full Audit Trail
Every query is logged. Every response is traceable to specific source records and the derived context used to assemble it. Your security and compliance teams have complete visibility into what the agent accessed, when, and why.
Human Judgement First
Fathom surfaces answers. Your engineers decide what to do with them.
BY INTRODUCTION ONLY
Private Preview
Currently in internal testing. We are speaking with a small number of organisations to assess demand and fit.
“We do not build agents that act before they understand. Fathom reads first, deeply and precisely, and only then should it do more.”