Struct
Claim this toolAutomate on-call runbooks and proactively root-cause engineering alerts and bugs.
Free plan available Visit Website Freemium Visit Website
Tracked since 2026
The Bottom Line
- Price
- Free plan available. Compare plans
Key facts
- Automates on-call incident investigation and root cause analysis.
- Integrates with observability, logging, and collaboration tools for comprehensive context.
- Provides suggested fixes and learns from past incidents to improve over time.
Pros
- Significantly reduces manual investigation time for engineers.
- Provides a unified view by integrating with a wide range of existing tools.
- Improves over time by learning from historical incidents.
- Offers quick remediation options like one-click PRs.
- Strong security and compliance with SOC2 and HIPAA.
Cons
- Reliance on credits for usage, which may require monitoring and topping up.
- The free tier is limited to one user, which might not be sufficient for team evaluation.
What is Struct?
Struct is an AI-powered platform designed to automate the investigation and resolution of engineering alerts and bugs. It achieves this by cross-referencing data from various sources including logs, metrics, traces, and your codebase. The tool aims to significantly reduce the time engineers spend on investigations, providing root causes, impact analyses, and suggested fixes automatically.
Struct is built for fast-moving engineering teams and on-call engineers who need to quickly diagnose and resolve incidents. It integrates with leading observability platforms, cloud log providers, and collaboration tools to provide a unified view of the entire stack. By automating the initial investigation and offering tools for deeper analysis, Struct helps teams improve incident response times and maintain system reliability.
The platform also learns from past issues and investigations to build on-call intelligence over time, further enhancing its automation capabilities. It emphasizes security with logical data isolation and no data training, while being SOC2 and HIPAA compliant.
Available on: Web
Preview
Key Features
- Automated engineering alert investigation
- Root cause analysis
- Impact analysis
- Suggested fixes for alerts
- On-demand investigation via @mention (e.g., in Slack)
- Integration with observability platforms (e.g., Sentry, Datadog)
- Integration with cloud log providers
- Integration with work tools (e.g., Slack, Linear, Asana, GitHub)
Pricing
Freemium
Struct offers a generous free tier with optional paid upgrades for advanced features.
Struct by the numbers
| Metric | Struct | Peer median | Position (1 is best) |
|---|---|---|---|
| Free plan | Yes | 51% have one | n/a |
| Integrations listed | 4 | 2 | #3 of 15 tools with at least one integration recorded |
Each position is counted among the tools that have data for that row, as noted under it. All Incident Management data · How we compute this. Advertising and placement fees are not inputs to any position.
Cite this: Toolradar, “Struct by the numbers”, Oct 2026.
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Struct FAQ
How does Struct help with incident management and debugging?
Struct automates the investigation and resolution of engineering alerts and bugs by cross-referencing data from logs, metrics, traces, and codebase. This approach aims to reduce the time engineers spend on investigations and provides automated root causes, impact analyses, and suggested fixes.
Which teams benefit most from using Struct?
Struct is designed for fast-moving engineering teams and on-call engineers who need to quickly diagnose and resolve incidents. It helps teams improve incident response times and maintain system reliability by automating initial investigations and offering tools for deeper analysis.
How does Struct compare to PagerDuty for incident response?
While PagerDuty focuses heavily on alerting and on-call scheduling, Struct specializes in automating the investigation and root-cause analysis of alerts and bugs. Struct aims to reduce manual investigation time by providing a unified view of data and suggesting fixes, complementing an alerting system.
What kind of integrations does Struct support?
Struct integrates with leading observability platforms, cloud log providers, and collaboration tools to provide a unified view of the entire stack. This allows it to gather necessary data for comprehensive incident investigation and resolution.
How is Struct priced?
Struct is available on a free tier, which offers limited usage. For more extensive use and additional features, paid plans are available to accommodate growing team needs and higher demands.
Can Struct learn from past incidents to improve its automation?
Yes, Struct is designed to learn from past issues and investigations, which allows it to build on-call intelligence over time. This continuous learning enhances its automation capabilities and improves the accuracy of its analyses.
Source: struct.ai