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    3. VillageAI, Inc

    VillageAI, Inc

    Automate on-call runbooks by cross-referencing logs, metrics, traces, and codebase to proactively root-cause engineering alerts and bugs.

    Visit Website

    At a Glance

    1Tool Listed
    1Product
    10Tool Views
    6Capabilities
    Discussions
    San Francisco, CAHeadquarters
    2025Est.
    5Employees
    $500000Raised
    Focus Areas
    Monitoring Tools
    Observability Platforms
    Autonomous Systems
    Connect
    Latest News
    Struct.AI announces hiring for Founding Frontend Engineer.Sep 1, 2023
    VillageAI (Bramble/Edgedive) joins Y Combinator Fall 2024 batch.Jan 1, 2024
    Markets
    • DevOps teams
    • SREs
    • Engineering organizations
    • SaaS companies

    AI Tools by VillageAI, Inc

    (1)
    View Struct
    Struct tool icon

    Struct

    AI Alert Investigation Tool

    Monitoring ToolsObservabilityAutonomous Systems

    Discussions

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    Latest News

    09/01/2023

    Struct.AI announces hiring for Founding Frontend Engineer.

    hnhiring.com
    01/01/2024

    VillageAI (Bramble/Edgedive) joins Y Combinator Fall 2024 batch.

    ycombinator.com
    05/20/2025

    VillageAI, Inc. updates Terms of Use and Privacy Policy reflecting DBA Struct.

    struct.ai
    03/14/2026

    Struct officially launches on Product Hunt.

    producthunt.com

    Products & Services

    1
    Struct
    2026-03-14

    An AI on-call agent that automates engineering incident investigation by cross-referencing logs, metrics, traces, and codebase to root-cause alerts and bugs.

    Market Position

    Positions itself as an autonomous on-call agent that replaces manual runbook investigations with AI-driven root-cause analysis, competing with traditional observability tools by adding an automated action layer.

    Leadership

    Founders

    NC

    Nimesh Chakravarthi

    Co-Founder. EECS Berkeley grad. Previously led the consumer messaging team at LinkedIn, where he reduced messaging support volume by over 80% by overhauling reliability and observability. Also a real estate agent and co-founder of Edgedive (YC F24).

    DM

    Deepan Mehta

    Founder. Georgia Tech BS in Computer Science. Previously a Senior PM at LinkedIn, where he launched an AI-powered revamp of messaging, video, and stories, driving tens of millions in ARR. Previously launched LiveRamp's first self-serve distribution UXs and APIs. Mexican Pizza enthusiast.

    Executive Team

    NC

    Nimesh Chakravarthi

    Co-Founder

    Ex-LinkedIn Consumer Messaging Lead, EECS Berkeley.

    DM

    Deepan Mehta

    Founder

    Ex-LinkedIn Sr. PM, Georgia Tech CS.

    Founding Story

    Founders Nimesh and Deepan, former LinkedIn colleagues, initially started with an AI real estate brokerage concept (Bramble) and were accepted into YC F24. They later pivoted to automate DevOps on-call workflows, drawing on their experience managing reliability and messaging at scale.

    Business Model

    Revenue Model

    Subscription-based SaaS with credit-based usage tiers.

    Pricing Tiers

    Free
    $0/month

    100 credits/mo, intelligent auto investigations, 1 user, community support.

    Pro
    $20/month

    220 credits/mo, Struct build agent, up to 5 users, dedicated Slack support.

    Popular Max
    $200/month

    2,500 credits/mo, priority queue & higher rate limits, up to 25 users, custom integrations.

    Enterprise
    Custom

    Unlimited users, RBAC & SSO/SAML, sidecar/on-prem support, volume/annual discounts.

    Private

    Target Markets

    Industries & Segments
    • DevOps teams
    • SREs
    • Engineering organizations
    • SaaS companies
    Use Cases
    • Automating on-call runbooks
    • Root-causing engineering alerts
    • Reducing incident response time
    • Investigating production bugs with full system context
    Notable Customers
    • Orgs investing heavily into AI dev workflows

    Quick Facts

    Headquarters
    128 King St, San Francisco, CA 94107
    Founded
    2025
    Entity Type
    Inc.
    Employees
    5
    Total Funding
    $500,000 (Estimate based on YC standard deal)
    Investors
    Y Combinator
    Office Locations
    128 King St
    338 Main St

    Funding History

    YC F24$500,000
    2024
    Y Combinator

    History & Milestones

    2026-03-14

    Launched Struct on Product Hunt, winning 'Launch of the Day'.

    2025

    Pivoted from initial real estate AI concept (Bramble) to DevOps automation (Struct.ai), focusing on on-call runbook automation.

    2025

    Achieved SOC2 and HIPAA compliance.

    2024

    Accepted into the Y Combinator Fall 2024 (F24) batch.

    Key Capabilities

    6
    Intelligent auto investigations
    Contextual root-cause analysis (logs, metrics, traces, codebase)
    One-click PR generation for fixes
    Struct build agent
    Integrations with Sentry, Datadog, Slack, GitHub, Linear, etc.
    SOC2 and HIPAA compliance

    Integrations & Partnerships

    Platform Integrations

    • Slack
    • GitHub
    • Datadog
    • Sentry
    • Linear
    • Asana

    Key Partnerships

    Datadog
    Sentry
    Slack

    Connect

    Website
    struct.ai
    X / Twitter
    trystruct
    LinkedIn
    trystruct

    AI Topics

    3

    VillageAI, Inc focuses on these topics:

    Monitoring Tools(1)
    Observability Platforms(1)
    Autonomous Systems(1)
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