Proactive AI for production logs

AI that reads every log.

Tero finds waste, sensitive data, and operational risk in your logs before they become costly problems, then gives your teams and AI agents a safe path to fix them.

  • Read-only access
  • No migration
  • Live in minutes
Problem

For decades, logs have been read after the fact.

After an incident starts, after the bill spikes, after the audit fails, after the pain is felt.

Log storagepassive archive
DatadogSplunkClickHouseS3 + others
time passes
Reactive triggers
Incident startsBill spikesAudit failsSearch slows

The signal was already there, but logs are too large, noisy, and expensive to read continuously.

Tero changes that.

Connect

Tero connects read-only to the logs you already store.

  • No migration
  • No pipeline rewrite
  • No infrastructure change
read-onlyaccess
DatadogAPISplunkSearchClickHouseSQLS3Object storeOpenTelemetryCompatible
debugcheckout route hop debug log
productioncheckout-api
Log body31 attributes
DEBUG middleware_request route=/v2/checkout hop=17 trace_id=tr_9fd
route:/v2/checkouthop:17
AI analysis

A debug middleware line fires on every checkout route hop and repeats trace data already captured by spans.

Volume
42M records/day
Execution path
checkout hot path
Signal value
duplicate trace context
Likely fix
drop or sample
Analysis

Analyzes every log before there's a costly problem.

Tero continuously reads each log with AI shortly after it is created, so issues surface while they are still small.

Issues

Every finding becomes an issue ready to fix.

Each issue is already tied to the service, owner, evidence, impact, and log examples your team needs to act.

Clean signal
host · ip-10-0-12-44 · us-east-1
OTel Collector
Tero policy engineGo
Policies synced
Telemetry Policies

Fix data issues with
Telemetry Policies.

Tero turns cost and compliance findings into Telemetry Policies: small, reviewable production changes that drop, sample, redact, or route telemetry before storage.

Resolution

Route every issue to the right workflow.

Every Tero issue includes evidence, owner, severity, and the recommended fix. Send it to the people, tools, or agents that should act next, whether the resolution is a Telemetry Policy, a code change, an infrastructure fix, or a team review.

Slack
GitLab
Jira
Linear
GitHub
PagerDuty
Codex
Claude Code