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    1. Home
    2. Tools
    3. Struct
    Struct icon

    Struct

    Monitoring Tools

    Struct is an AI on-call agent that automatically investigates engineering alerts by cross-referencing logs, metrics, traces, and your codebase to root-cause bugs and incidents.

    Visit Website

    At a Glance

    Pricing

    Free tier available

    Get started for free with basic on-call investigation capabilities.

    Pro: $20/mo
    Max: $200/mo
    Enterprise: Custom/contact

    Engagement

    Available On

    Web
    API

    Resources

    WebsiteDocsllms.txt

    Topics

    Monitoring ToolsObservability PlatformsAutonomous Systems

    Alternatives

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    Developer

    VillageAI, IncVillageAI, Inc builds Struct, an AI on-call agent that autom…

    Listed Mar 2026

    About Struct

    Struct is an AI-powered on-call automation tool that investigates every engineering alert as it occurs, delivering root cause analysis, impact assessments, and suggested fixes before engineers even open their laptops. It integrates with your entire observability stack — including Sentry, Datadog, cloud log providers, Slack, Linear, Asana, and GitHub — to provide unified incident intelligence. Struct is SOC2 Type II and HIPAA compliant, with all data logically isolated and never used for training.

    • Automated Investigations: Struct automatically investigates every on-call alert as it fires, replying with a root cause, impact analysis, and suggested fix — no manual triage required.
    • On-Call Intelligence: Context from past issues, alerts, and investigations accumulates over time, making Struct's analysis smarter with each incident.
    • Deep Dive Reports: Review collected evidence, test alternative hypotheses, and explore incident timelines, commit histories, and AI-powered log queries directly in Slack or via investigation reports.
    • One-Click Fix or Handoff: Struct can create clean PRs automatically or hand off the full investigation context to your own coding agent with a single click.
    • @mention On-Demand: Mention Struct in Slack to trigger an investigation of any issue at any time, not just automated alerts.
    • Broad Integrations: Connects to all leading observability and alerting platforms (Sentry, Datadog), cloud log providers, and work tools like Slack, Linear, Asana, and GitHub in minutes.
    • Secure by Design: Fully SOC2 Type II and HIPAA compliant; data is encrypted, logically isolated, and never used for model training.
    • Credit-Based Usage: Each investigation consumes 15–30 credits; credits can be topped up at any time and never expire.
    Struct - 1

    Community Discussions

    Be the first to start a conversation about Struct

    Share your experience with Struct, ask questions, or help others learn from your insights.

    Pricing

    FREE

    Free Plan Available

    Get started for free with basic on-call investigation capabilities.

    • 100 credits/mo (top up any time)
    • Intelligent auto investigations
    • 1 user
    • Community support

    Pro

    For small teams needing more credits and dedicated support.

    $20
    per month
    • 220 credits/mo (10% bonus)
    • Struct build agent
    • Up to 5 users
    • Dedicated Slack support

    Max

    Popular

    For larger teams with high investigation volume and custom needs.

    $200
    per month
    • 2,500 credits/mo (25% bonus)
    • Priority queue & higher rate limits
    • Up to 25 users
    • Custom integrations

    Enterprise

    For large organizations requiring unlimited users, SSO, and on-prem support.

    Custom
    contact sales
    • Unlimited users
    • RBAC & SSO/SAML
    • Sidecar/on-prem support
    • Volume discounts
    View official pricing

    Capabilities

    Key Features

    • Automated on-call alert investigation
    • Root cause analysis
    • Impact analysis
    • Suggested fixes
    • AI investigation reports
    • Incident timelines
    • Commit history exploration
    • Log queries with AI
    • On-call intelligence that improves over time
    • One-click PR creation
    • Coding agent handoff
    • SOC2 Type II and HIPAA compliance
    • Logical data isolation
    • Credit-based usage with top-ups
    • @mention on-demand investigation in Slack

    Integrations

    Sentry
    Datadog
    Slack
    Linear
    Asana
    GitHub
    API Available
    View Docs

    Reviews & Ratings

    No ratings yet

    Be the first to rate Struct and help others make informed decisions.

    Developer

    VillageAI, Inc

    VillageAI, Inc builds Struct, an AI on-call agent that automates engineering incident investigation. The company is backed by Y Combinator and focuses on eliminating manual alert triage for fast-moving engineering teams. Struct integrates with leading observability, alerting, and collaboration platforms to deliver root cause analysis and suggested fixes automatically.

    Read more about VillageAI, Inc
    WebsiteLinkedInX / Twitter
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