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About

Bronto is a cloud observability platform for collecting, searching, and analyzing application telemetry. It brings logs, metrics, and distributed traces into a managed service, where engineering and operations teams can filter data with SQL, inspect live log streams, correlate logs with traces, and build dashboards and monitors. The platform supports OpenTelemetry-based ingestion and integrations with cloud services, application runtimes, data pipelines, and alerting tools. Users can retain and query telemetry, investigate incidents, track service-level objectives, and generate AI-assisted reports from alerts. Bronto also provides API and Model Context Protocol (MCP) access for programmatic workflows and AI clients. It is intended for software developers, DevOps/SRE and platform engineering teams, and organizations that need centralized observability across applications, infrastructure, and AI workloads.

About

TraceRoot.AI is an open source, AI-native observability and debugging platform designed to help engineering teams resolve production issues faster. It consolidates telemetry into a single correlated execution tree that provides causal context for failures. AI agents operate over this structured view to summarize issues, pinpoint likely root causes, and even suggest actionable fixes or draft GitHub issues and pull requests. It offers interactive trace exploration with zoomable log clusters, span and latency views, and code-linked insights. Lightweight SDKs for Python and TypeScript enable seamless instrumentation using OpenTelemetry, with support for both self-hosted and cloud deployment. Human-in-the-loop interaction is central: developers can guide reasoning by selecting relevant spans or logs, then verify agent reasoning through traceable context.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Software developers, DevOps/SRE and platform engineering teams, and AI engineers who need to collect, search, and analyze application, infrastructure, and AI-workload telemetry. The site also presents use cases across financial services, AI platforms, media and gaming, SaaS, and developer tools.

Audience

Engineering and DevOps teams in need of a tool to fix bugs faster by using AI-guided, trace-based debugging with contextual reasoning and streamlined GitHub integration

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

No images available

Screenshots and Videos

Pricing

$25/month
Starter is $25/month and includes 1 TB of monthly ingest, a 20 TB search allowance, and 12-month log retention. Pro is $500/month and includes 5 TB of monthly ingest, a 500 TB search allowance, and 12-month log retention. Enterprise pricing is custom, with ingest at $0.10/GB and search at $1/TB. Starter and Pro include 14-day free trials. Overages are $0.10/GB ingested and $1/TB searched; Bronto discusses overages with customers before charging.
Free Version Not Supported
Free Trial Supported

Pricing

$49 per month
Free Version Supported
Free Trial Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Supported
In Person Not Supported

Company Information

Bronto
Founded: 2024
Ireland
bronto.io

Company Information

TraceRoot.AI
Founded: 2025
United States
traceroot.ai/

Alternatives

Cortex XCOR

Cortex XCOR

Palo Alto Networks

Alternatives

Arize Phoenix

Arize Phoenix

Arize AI

Categories

Observability Supported

Categories

Integrations

OpenTelemetry Supported
Slack Supported
Amazon CloudWatch Supported
Apache Kafka Supported
CAMEL-AI Not Supported
Claude Supported
Docker Supported
Fluent Bit Supported
GitHub Not Supported
JavaScript Not Supported
Kubernetes Supported
Model Context Protocol (MCP) Supported
Notion Not Supported
OWL Not Supported
PagerDuty Supported
PostgreSQL Supported
Python Not Supported
TypeScript Not Supported
Vercel Supported

Integrations

OpenTelemetry Supported
Slack Supported
Amazon CloudWatch Not Supported
Apache Kafka Not Supported
CAMEL-AI Supported
Claude Not Supported
Docker Not Supported
Fluent Bit Not Supported
GitHub Supported
JavaScript Supported
Kubernetes Not Supported
Model Context Protocol (MCP) Not Supported
Notion Supported
OWL Supported
PagerDuty Not Supported
PostgreSQL Not Supported
Python Supported
TypeScript Supported
Vercel Not Supported
Claim Bronto and update features and information
Claim Bronto and update features and information
Claim TraceRoot.AI and update features and information
Claim TraceRoot.AI and update features and information