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What is Sherlocks.ai?

Sherlocks.ai functions as an independent AI Site Reliability Engineering (SRE) agent, consistently working around the clock to prevent incidents, refine root cause analysis, and accelerate recovery efforts without the need for extra personnel. Unlike traditional monitoring tools, Sherlocks acts as a cognitive partner integrated within your Slack channels, swiftly responding to alerts and amalgamating logs, metrics, and traces from your complete infrastructure to deliver context-aware root cause analysis in just seconds instead of hours. Organizations that implement Sherlocks witness a threefold boost in the speed of incident resolution, a 50% reduction in manual tasks, and enjoy 20-30% savings on cloud costs thanks to its intelligent predictive scaling capabilities. The system eliminates the need for agent installation, as it seamlessly connects to your pre-existing observability stack—such as OpenTelemetry, Prometheus, and Datadog—through a secure API. In addition, it holds SOC2 Type 2 certification and provides an option for self-hosted deployment, which ensures comprehensive oversight over data management. Moreover, the integration of Sherlocks significantly enhances collaboration among teams, facilitating a more effective response to incidents and yielding improved operational insights. Its design not only simplifies incident management but also empowers teams to focus on strategic initiatives rather than being bogged down by routine operational issues.

What is Dash0?

Engineering teams that adopt OpenTelemetry often hit the same wall: instrumentation is standardized, but the backend receiving it is not. Dash0 was built to close that gap. Every signal, whether a trace, a log record, a metric, or the resource emitting it, is stored against OpenTelemetry semantic conventions and correlated automatically. A request that ran long can be examined next to the log lines it produced and the pod it ran on, with no manual joins and no hopping between products. Ingestion happens through a standard OTLP endpoint. Nothing proprietary gets deployed, and existing instrumentation keeps working untouched. Because the wire format is open, data can be redirected to a different destination later without changes to application code. Prometheus users are treated as first-class. Full PromQL is supported, existing recording and alerting rules carry over, and Grafana dashboard definitions import directly. Cluster-level collection is handled by a dedicated Kubernetes operator covering workloads, nodes, and control plane components. Visualization runs on Perses, with dashboard, check, and alert definitions expressed declaratively and kept under version control. Investigations start broad and get narrow: heatmaps expose the shape of a latency distribution, then filters on high-cardinality attributes isolate the affected requests. Machine learning is applied to telemetry during processing rather than surfaced as a chatbot. Log AI assigns severity to records that arrive without it, discovers recurring patterns, and clusters similar entries, turning noisy third-party output into something queryable. For failing requests, the SIFT methodology structures the path from symptom to root cause. Consumption stays transparent throughout. Teams can identify which services, attributes, and log volumes are responsible for their bill and reduce them at the source, before the invoice arrives.

Media

Media

Integrations Supported

Grafana Cloud
Kubernetes
Prometheus
Slack
Jenkins

Integrations Supported

Grafana Cloud
Kubernetes
Prometheus
Slack
All Quiet
Amazon Web Services (AWS)
BigHand AlertManager
Cilium
Cursor
Fluent Bit
GitHub
Google Chat
Microsoft Teams
OpenTelemetry
PagerDuty
Stripe
Traefik
Vercel
incident.io

API Availability

API Availability

Has API

Pricing Information

$1500/month
Free Trial Offered?

Pricing Information

$0.00 per month
Completely transparent usage based pricing
Free Trial Offered?

Supported Platforms

SaaS
On-Prem

Supported Platforms

SaaS

Customer Service / Support

Standard Support
Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
Online Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Sherlocks.ai

Date Founded

2025

Company Location

United States

Company Website

www.sherlocks.ai/

Company Facts

Organization Name

Dash0

Date Founded

2023

Company Location

United States

Company Website

www.dash0.com

Categories and Features

AI Observability

Not specified

AI SRE Agents

Not specified

Categories and Features

AI Observability

Not specified

AI SRE Agents

Not specified

Cloud Monitoring

Not specified

Container Monitoring

Not specified

Database Monitoring

Not specified

IT Alerting

Not specified

Log Analysis

Not specified

Log Management

Not specified

Observability

Not specified

Telemetry

Not specified

Website Monitoring

Not specified

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