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    Twin

    AI agents that operate real web interfaces to run business ops workflows end to end — browser-native automation delegated from Slack and Gmail, built by Paris-based Twin Labs

    Mkt Cap / ValPrivate
    RevenueEarly Stage
    Jan 2026: Public launch with $10M seed led by LocalGlobe
    Browser-operating agents that automate the API-less long tail of business software, delegated from Slack or Gmail.
    Analyst take · Competitive edge

    SWOT Analysis

    Strengths
    • Browser-native agents automate workflows across any web app
    • $10M seed led by LocalGlobe; angels from Hugging Face, Datadog, Alan
    • Lives in Slack and Gmail where ops work already happens
    • Executes tasks end to end rather than just suggesting steps
    • Early European leader in enterprise web-agent automation
    Opportunities
    • Long-tail SaaS without APIs reachable only via browser agents
    • European enterprises favoring EU-based AI vendors
    • Vertical ops packs for finance, procurement and logistics
    • Embedding agents into existing BPO and MSP workflows
    Weaknesses
    • Browser automation stays fragile to UI changes at scale
    • 24-person team limits enterprise coverage and support
    • Early revenue; unproven at large deployment scale
    • Category definitions still forming; buyer education needed
    Threats
    • Computer-use features in frontier models commoditizing web agents
    • Target applications blocking automated browser access
    • Security concerns over agents holding user credentials
    • Well-funded US rivals racing into the same category

    User Sentiment

    Synthesized from G2, Gartner Peer Insights, and analyst review data.

    What users love
    • Automates tasks in tools that have no API
    • Simple delegation directly from Slack or Gmail
    • Handles multi-step cross-app workflows end to end
    • Responsive team ships new integrations quickly
    Common complaints
    • Runs can break when target sites change layouts
    • Complex edge cases still need human takeover
    • Enterprise controls and audit trails still maturing

    Customer Profile

    Who buys this

    Typical segments

    Ops teams with cross-app web workflowsEuropean mid-market firms

    Typical buyer

    Head of operations or automation lead

    Top use cases
    1. 1Automating order, invoice and data-entry web workflows
    2. 2Cross-system reconciliation without API integrations
    3. 3Back-office tasks delegated from Slack or Gmail

    Future Focus Areas

    1

    Self-healing automations resilient to UI changes

    2

    Enterprise governance, audit and credential vaulting

    3

    Agent marketplace of prebuilt workflow templates

    4

    Deeper ERP and procurement system coverage