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What is Sawmills?

Sawmills emerges as the leading smart telemetry management platform, enabling organizations to efficiently oversee their logs, metrics, and traces prior to incurring costs associated with traditional observability solutions. Its groundbreaking application of AI for noise detection distinguishes it from competitors, allowing Sawmills to effectively reduce waste, improve data integrity, and implement governance controls. In contrast to traditional filtering techniques and manually developed rules that often struggle with scalability, Sawmills utilizes AI to assess telemetry data in real-time, uncovering noise patterns, duplicate events, low-value attributes, excessive cardinality, PII/policy violations, and faulty schemas. For each identified issue, Sawmills proposes a relevant course of action, including options like filtering, redacting, aggregating, downsampling, normalizing, enriching, and it also possesses the capability to auto-remediate with the requisite approvals, service level agreements, and rollback procedures. This forward-thinking strategy not only pushes oversight upstream but also markedly reduces waste, elevates the quality of data collected, and automates governance, ultimately resulting in more streamlined data management practices throughout various enterprises. Furthermore, by embracing this innovative approach, businesses can unlock new levels of operational efficiency and data-driven decision-making.

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

Slack
All Quiet
Altinity
Atlantis
BigHand AlertManager
Bindplane
Cline
Confluent
GitHub
Google Chat
Google Cloud Platform
Heroku
Istio
Logstash
Node.js
PagerDuty
Python
Ruby
Terragrunt
Windsurf Browser

Integrations Supported

Slack
All Quiet
Altinity
Atlantis
BigHand AlertManager
Bindplane
Cline
Confluent
GitHub
Google Chat
Google Cloud Platform
Heroku
Istio
Logstash
Node.js
PagerDuty
Python
Ruby
Terragrunt
Windsurf Browser

API Availability

Has API

API Availability

Has API

Pricing Information

$0
Pricing is dependent on ingestion. Average customers are ROI positive within months.
Free Version
Free Trial Offered?

Pricing Information

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

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Sawmills.ai

Date Founded

2024

Company Location

United States

Company Website

sawmills.ai

Company Facts

Organization Name

Dash0

Date Founded

2023

Company Location

United States

Company Website

www.dash0.com

Categories and Features

Categories and Features

Application Performance Monitoring (APM)

Baseline Manager
Diagnostic Tools
Full Transaction Diagnostics
Performance Control
Resource Management
Root-Cause Diagnosis
Server Performance
Trace Individual Transactions

Database Monitoring

Anomaly Detection
Autodiscovery
Capacity Planning
Dashboard
Dependency Tracking
Historical Trend Analysis
Multitenancy
Notifications / Alerts
Performance Monitoring
Permissions / Access Controls
Predictive Analytics
Prioritization
Query Analysis
Resource Optimization
Troubleshooting

IT Alerting

Alert Noise Reduction
Alert Routing
Dynamic Notifications
Enriched Incident Context
Escalation Policies
Incident History Audit
Multi-User Alerting
Multiple Alert Types
On-Call Management
Rich HTML Email Notifications

IT Infrastructure Monitoring

Alerts / Notifications
Application Monitoring
Bandwidth Monitoring
Capacity Planning
Configuration Change Management
Data Movement Monitoring
Health Monitoring
Multi-Platform Support
Performance Monitoring
Point-in-Time Visibility
Reporting / Analytics
Virtual Machine Monitoring

Log Management

Archiving
Audit Trails
Compliance Reporting
Consolidation
Data Visualization
Event Logs
Network Logs
Remediation
Syslogs
Thresholds
Web Logs

Website Monitoring

Availability Testing
Event Logs
Event-Based Notifications
FTP Monitoring
Mail Server Monitoring
Maintenance Scheduling
Performance Metrics
Real Time Monitoring
Transaction Monitoring
Uptime Reporting

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