overview
What is Struct?
Struct is an AI tool developed by Struct that enables engineering teams to root-cause engineering alerts. It supports intelligent auto investigations and integrates with various observability platforms.
AI Tool
Struct Review
Struct is an AI agent designed for engineering teams to analyze and automate the root-cause investigation of alerts.
shipped Mar 15, 2026aifreemium
ai
Why it matters
1Pricing starts at $0/month with a freemium model.
2Supports integrations with Slack, Linear, Asana, GitHub, Sentry, and Datadog.
3Offers up to 2,500 credits per month on the Popular plan for $200.
Stork’s verdict on Struct
Struct provides intelligent auto investigations for alerts, but it's overkill unless your observability is already complex.
About Struct
Specs
API Docs
API Available
Yes, public API
features
Key Features of Struct
Struct provides several key features to facilitate alert management and analysis for engineering teams.
- API access for automation and integrations.
- Intelligent auto investigations to streamline alert analysis.
- On-call intelligence for enhanced incident response.
- Custom integrations with existing workflows.
- Secure design compliant with SOC2 and HIPAA standards.
use cases
Who Should Use Struct?
Struct is ideal for various teams involved in engineering and DevOps activities requiring alert management.
- Engineering teams focused on maintaining system reliability.
- DevOps teams looking to automate on-call processes.
- Organizations utilizing observability and alerting platforms.
pricing
Struct Pricing & Plans
Struct offers a freemium pricing model, with multiple tiers tailored to various user needs.
- Free: $0/month – 100 credits/month, 1 user, Community support.
- Pro: $20/month – 220 credits/month, up to 5 users, Dedicated Slack support.
- Popular: $200/month – 2,500 credits/month, up to 25 users, Priority queue & higher rate limits, Custom integrations.
- Enterprise: Contact us – Unlimited users, RBAC & SSO/SAML, Sidecar/on-prem support, Volume discounts.
Similar Tools
Struct vs Competitors
Struct differentiates itself in the incident management space by focusing specifically on root-cause analysis of engineering alerts.
1
Enterprise alerting platform with AI-powered incident response and on-call management.
PagerDuty is a more established enterprise solution for incident management with AI capabilities, though it charges extra for AI features unlike Struct's freemium model. It focuses on broader incident orchestration rather than root-cause analysis of engineering alerts.
2
AI-driven incident management with Slack-native workflows for engineering teams.
Rootly offers competitive Slack integration for incident workflows but is positioned as a full incident management platform rather than specifically for root-causing alerts. It serves similar engineering audiences but with broader incident response capabilities.
3
Incident management platform with AI-assisted workflows and Slack integration.
FireHydrant competes in the incident management space with AI-powered features and strong Slack workflows, but focuses on incident response coordination rather than automated root-cause analysis of alerts.
4
Integrate.io↗
AI-ETL platform with LLM integration and automated alerting for data pipeline issues and anomalies.
Integrate.io provides AI-powered anomaly detection and automated alerts for engineering workflows, but targets data pipeline and BI alerting rather than general engineering alert root-causing. It offers enterprise-grade features with fixed-fee pricing.
AI Reputation Report
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