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novel ideas need systems people trust.

We build and run the cloud platforms, data pipelines, and edge systems behind data-heavy and hardware-connected products, from Helsinki. You keep everything we build, with no lock-in.

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Services

We design and build systems between the rack and the browser. Every service below is backed by experience: an aircraft health monitoring platform we operate today, sensor data pulled from wearables through the browser, and an event hosting platform that handles thousands of people at once.

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  • Cloud & Platform Engineering

    Set up a reliable infrastructure for your operations. Kubernetes on cloud or on-prem, provisioned as code, with deployments that need no manual set ups. We build it up, document it, and hand it over running, or keep operating it.

    • Kubernetes
    • Terraform / OpenTofu
    • Talos Linux
    • Ansible
    • CI/CD

  • Data Pipelines

    Event-driven systems fed by data that is milliseconds old, so your team and AI agents act on what is happening now.

    • NATS
    • Kafka
    • ClickHouse

  • Edge, Hardware & Robotics

    The layer between your devices and your cloud: sensor data collection, robotics middleware, and compute pushed to the edge, so your devices keep working with dynamic connectivity.

    • IoT
    • ROS 2
    • WebAssembly
    • Embedded Linux
    • Rust

  • Applied AI

    AI features that reach production, not slide decks. Processing pipelines that turn raw data into insights your users and AI agents can act on.

    • ML Pipelines
    • LLM Integration
    • Computer Vision

  • Full-Stack Product Development

    Type-safe web products from database to UI, delivered through pipelines that let you ship every second of the day, on infrastructure that absorbs traffic spikes. Own the product stack, so nothing falls between frontend and backend.

    • TypeScript
    • React
    • PostgreSQL
    • Database Versioning
    • Cloud Storage

  • Security & IAM

    Authentication and access control that pass enterprise review: single sign-on, role-based access, and hardened APIs.

    • SSO
    • OAuth2
    • RBAC
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How we work

You see the work as it ships and keep everything we produce, without lock-in or big reveals.

  1. Scope

    A call and a written read on approach, before any commitment.

  2. Build

    Shipped in increments you can run and inspect independently.

  3. Operate

    We operate it with you, or document it and step back.