Physical AI = ∫ [machines] dt +  Daffy +  Human + [POs + inventory + QC + safety + more]
    // physical_ai.init()_

    Physical AI
    for real
    operations.

    Ubiq builds Physical AI systems that sense, interpret, and orchestrate real-world operations.

    > We connect the signals from your machines, sensors, PLCs, and cameras directly with your enterprise workflows through Daffy, our agentic AI brain.

    Ubiq is building a screenless Physical AI layer for the modern enterprise.

    Talk to UbiqCase Studies

    // what_we_do

    Full-stack Physical AI systems that connect business logic and operational data.

    Custom IoT Devicesiot.device()
    Industrial Gatewaysgateway.connect()
    PLC Integrationplc.read()
    Computer Visioncv.detect()
    Daffy AI Braindaffy.run()
    End-to-End Deploymentdeploy.prod()

    // architecture.layers

    Three layers.

    Edge Layer

    Sensors, IoT, PLC integration, gateways. Reads and writes to the physical world in real-time.

    layer.edge.init({ sensors: true, plc: true })

    Engineered for AR visualization of real-time signals.

    Vision Layer

    Video intelligence, computer vision, custom ML models. Extracts semantic data from visual streams.

    layer.vision.process({ model: 'custom', stream: cam })

    Designed for a screenless future—delivered through AR overlays.

    Daffy

    Agentic AI brain. Orchestrates business logic and operational workflows with contextual intelligence.

    daffy.orchestrate({ context: [edge, vision], action: workflow })

    Serves intelligence through AR-assisted interfaces tomorrow.

    // use_cases

    Deployed in production.

    Manufacturing

    DEPLOYED

    Cycle counts, tool lifecycle tracking, PLC data aggregation, operator visibility dashboards, QC automation.

    Field & Infrastructure

    DEPLOYED

    Searchable video archives, event-driven alerts, compliance logging, incident analysis pipelines.

    Enterprise Operations

    DEPLOYED

    Agentic workflows that bridge physical events with business processes. ERP, CRM, and custom integrations.

    // daffy.core

    The agentic AI brain.

    Daffy connects operational layers and business systems into one intelligent runtime. It parses context from both worlds and executes through agentic workflows.

    daffy.connect({ layers: [edge, vision], targets: [erp, crm, custom] })Learn more

    // traction.metrics

    Running in production.

    500+
    custom IoT device pipeline
    300+
    vision streams in pipeline
    25+
    custom CV models
    150+
    active AI workflows
    50+
    patents