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HomeToolsAI AgentsStruct
Struct

Struct— Review, Pricing, Alternatives

AI agent that identifies the root cause of technical alerts

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AI AgentsFreemium
  • Overview
  • Pricing
  • Comparisons
  • User reviews
  • Discussions

Overview

Description

Struct is an AI agent that automates your on-call runbook by cross-referencing logs, metrics, traces, and your codebase to proactively root-cause engineering alerts and bugs. It automatically investigates every engineering alert as they occur, providing a root cause, impact analysis, and suggested fix. You can also @mention Struct to investigate any issue on-demand. Explore all collected evidence and test alternative hypotheses directly in Slack or dive deeper with incident timelines, commit histories, and AI-powered investigation reports.

Strengths
  • Automates alert and bug investigation to reduce investigation time.
  • Integrates context from your entire tech stack (observability, alerting, work tools) in minutes.
  • Provides automated root causes, impact analyses, and suggested fixes.
  • Enables deeper analysis with incident timelines, commit histories, and AI reports.
  • Builds on-call intelligence that improves over time with context from past issues, alerts, and investigations.
Weaknesses
  • Requires initial setup to integrate various data sources.
  • Accuracy depends on the quality and completeness of collected data.
  • Cost may increase with heavy usage of investigation credits.

Use cases

Startup CTO automating incident response

Startup CTO

For a startup CTO, Struct automates the root cause analysis of technical alerts. This allows senior engineers to focus on product development rather than manual incident triage, as Struct provides immediate impact summaries and root causes for every alert.

DevOps Engineer streamlining alert investigations

DevOps Engineer

For a DevOps engineer, Struct enables faster incident resolution by automatically correlating logs, metrics, and code. For example, when a spike in latency is detected, Struct can pinpoint the exact code commit or configuration change causing the issue within minutes.

Small SaaS team reducing on-call burden

Small SaaS team

For a small SaaS team, Struct reduces the on-call burden by intelligently deduping and root-causing alerts. This means fewer false positives and less time spent by engineers investigating non-critical issues, ensuring consistent runbook execution.

Independent Developer managing production issues

Independent Developer

For an independent developer, Struct provides an AI-powered on-call agent to quickly identify the source of production issues. This allows them to resolve problems efficiently without needing a dedicated SRE team, ensuring application stability.

Frequently asked questions

Is Struct free?

Struct offers a freemium pricing model. There is a free tier available that includes basic integrations and one user, with a limited number of credits per month.

How much does Struct cost?

Struct has several paid tiers starting from $20/month for the Pro plan, which includes more credits, support for up to 5 users, and all integrations. Higher tiers offer more credits, users, and advanced features like SSO/SAML.

Is Struct secure / GDPR-compliant?

Struct is SOC2 and HIPAA compliant, ensuring a high level of security. User data is logically isolated and is not used for training purposes.

What's the best alternative to Struct?

Popular alternatives to Struct in the incident management and debugging space include FireHydrant, Rootly, Squadcast, and PagerDuty, each offering different feature sets and pricing structures.

How do I install Struct?

Struct is designed for quick setup and integrates with your existing observability and collaboration tools. Specific installation details can be found on their website, often involving connecting APIs.

What platforms does Struct integrate with?

Struct integrates with a wide range of platforms, including observability tools like Sentry and Datadog, cloud log providers, and work tools such as Slack, Linear, Asana, and GitHub.

What types of data does Struct analyze?

Struct analyzes logs, metrics, traces, and your codebase to proactively identify the root cause of engineering alerts and bugs.

Pricing

Struct pricing — under verification

We're still verifying the official pricing for Struct. In the meantime, the most up-to-date plans and prices are available directly on the publisher's website.

Are you the publisher of this tool? to edit this information.

Comparisons

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User reviews

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Discussions

Chat about Struct

This space lets you connect with other users of the tool: ask questions, share tips and your experience to move forward together.

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  • Ask the community for help or advice
  • Share your experience and use cases
Information
CategoryAI Agents
PricingFreemium
LanguageMultilingue
APINot available
Tags
code-analysisdata-analysisdebuggingdevopsincident-management
Updated May 9, 2026
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