As your engineering partner, our mission is to enhance engineering site reliability and maximise machinery uptime through innovative, data-driven solutions aligned with Industry 4.0 principles. By leveraging advanced data science, IoT connectivity, real-time monitoring, and intelligent automation, we prevent failures, optimise performance, and enable predictive maintenance.
AWI Ltd was founded in 2024 by two engineers from different corners of industry who kept running into the same problem: engineering teams have enormous amounts of data, but extracting useful insight from it takes time and often requires specialist skills that most teams don't have.
The tools available to engineering teams today fall into two camps: general-purpose AI chatbots that are easy to use but can't stay connected to your data, and enterprise BI platforms that are powerful but require a dedicated analyst to operate. Neither were built for the way maintenance and engineering teams actually work.
AWI Analytics is the third option. A platform purpose-built for engineering data by engineers that combines natural language AI with persistent, grounded data connections. Upload your files, connect your sources, and start asking questions in plain English — with every answer traceable to your actual data.
Unlike most software companies, AWI is founded and run by engineers with hands-on experience and proven projects in heavy industry. We don't just understand the data — we understand the equipment, the failure modes, and the operational pressures behind it.
That experience is what sets us apart. AWI offers true vertical integration: intelligent software backed by physical engineering support and project management. We're not just a platform you log into — we're an engineering partner that can help you act on what the data tells you.
AWI Analytics is launching in Q2 2026. Get early access to the platform and help shape the future of engineering data analytics.
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