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Sherlocks.ai

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SRE / DevOps agentindependentVerified 2026-07-22

AI native SRE assistant that correlates observability signals for incident response, root cause and outage prevention, with institutional memory.

Sherlocks.ai brings AI-native SRE teammates into Slack and Microsoft Teams. Triggered the moment an alert fires, or by a ticket or Slack request, it runs 16 or more domain-specialized agents in parallel that map the alert to an Awareness Graph of your infrastructure, correlate telemetry, deployments, topology, Slack context and past incidents, and return an evidence-backed root cause with confidence, timeline, blast radius and recommended next actions. Its Awareness Graph gives it institutional memory across incidents, RCAs, runbooks and Slack history, so each incident becomes training data. Sherlocks is an autonomous investigator rather than an unrestricted auto-remediator, is SOC 2 Type 2 certified and VPC-native so raw telemetry never leaves your network, and offers a free plan with 30 investigations per month plus a paid tier at 500 dollars per month.

Vendor details

Canonical URL

https://www.sherlocks.ai

Category

SRE / DevOps agent

Company status

independent

Use cases & customers

Primary use cases

autonomous incident investigationroot cause analysisalert noise reductioninstitutional memory

Target customers

SRE teamson-call engineerslean teamsenterprise

Deployment options

VPC-native (agent inside your VPC)

Integrations

Slack and Microsoft Teams plus your observability stack: logs, metrics, traces, deployments and tickets.

Capability coverage

10.0 / 14 capabilities · 71%

Integrations & Tool CallingRuns in Slack and Microsoft Teams and connects to your observability stack, logs, metrics, traces, deployments and tickets, Sherlocks site 2026-07-22 Full
Workflow OrchestrationRuns 16 plus domain-specialized agents in parallel that plan an investigation, query telemetry, generate and rank root-cause hypotheses and report back in Slack, Sherlocks site 2026-07-22 Full
Knowledge Grounding & RAGMaps alerts to an Awareness Graph of your infrastructure and correlates telemetry, deployments, topology, Slack context and past incidents to form and rank hypotheses, Sherlocks site 2026-07-22 Full
Human Oversight & GuardrailsAn autonomous investigator focused on evidence-backed RCA and recommendations rather than unrestricted auto-remediation, presenting fixes for approval and logging every action, Sherlocks site 2026-07-22 Full
Security, Identity & GovernanceSOC 2 Type 2 certified and VPC-native, with the runner deployed inside your VPC so raw telemetry never leaves your network, Sherlocks site 2026-07-22 Full
Observability & AuditabilityStrong auditability via evidence links, timelines and blast-radius reporting, though it investigates over your existing telemetry rather than providing its own, Sherlocks site 2026-07-22 Partial
Memory & State PersistenceIts Awareness Graph stores historical incidents, prior RCAs, deployment history, docs, Slack conversations and remediation patterns, reusing institutional knowledge as each incident becomes training data, Sherlocks site 2026-07-22 Full
Deployment & Data ResidencyVPC-native: a lightweight agent deploys inside your VPC in minutes and raw telemetry never leaves your network, Sherlocks site 2026-07-22 Full
Prebuilt Agents, Templates & PacksShips 16 plus prebuilt domain-specialized agents including Database Sherlock and Kubernetes Sherlock, Sherlocks site 2026-07-22 Full
Triggers & Channel CoverageTriggered instantly by an alert, ticket or Slack request and investigates autonomously the moment an alert fires, Sherlocks site 2026-07-22 Full
Model Flexibility & RoutingUses advanced AI models but no customer facing model choice or routing is documented, Sherlocks site 2026-07-22 Unable to verify
APIs, SDKs & MCP ExtensibilityNo public API, SDK or MCP extensibility surface is documented, Sherlocks site 2026-07-22 Unable to verify
Testing, Debugging & OptimizationGenerates, validates and ranks hypotheses and improves as each incident becomes training data, a self-improving loop rather than a customer-facing evaluation harness, Sherlocks site 2026-07-22 Partial
Browser & Computer UseOperates in Slack and Teams and via APIs rather than browser or computer interface control, Sherlocks site 2026-07-22 Unable to verify

Pricing

Free (30 investigations/mo); paid from $500/month

Public — exactMedium variable costFree tierTrial available

What is public

Free plan at $0 with 30 investigations/month and all 16+ agents; paid tier $500/month after a 1 month free trial.

Variable cost rationale

Free tier capped at 30 investigations per month; paid tier is a flat $500/month, with usage above plan limits likely metered.

Sales call required

No — self-serve available

Free / trial

Free plan (30 investigations/mo, no card) + 1 month free on paid

Verified 2026-07-22

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