𝗦𝗙𝟮 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 is a Vienna-based deep-tech company developing software for real-time state analysis of complex machines, industrial systems, and processes. Our core technology, 𝗦𝗲𝗺𝗮𝗻𝘁𝗶𝗰 𝗙𝗼𝗹𝗱𝗶𝗻𝗴 𝗦𝗲𝗻𝘀𝗼𝗿 𝗙𝘂𝘀𝗶𝗼𝗻 (𝗦𝗙𝟮), transforms existing multi-sensor and operational data into comparable system-state fingerprints. Instead of evaluating signals in isolation, SF2 captures interdependencies across the system, making drift, anomalies, and critical states visible at an early stage. SF2 takes a fundamentally different approach to industrial AI. It does not depend on training-intensive black-box models or large labeled failure datasets. Its outputs are deterministic, reproducible, and explainable. Designed to complement existing 𝗖𝗼𝗻𝗱𝗶𝘁𝗶𝗼𝗻 𝗠𝗼𝗻𝗶𝘁𝗼𝗿𝗶𝗻𝗴, 𝗦𝗖𝗔𝗗𝗔, 𝗮𝗻𝗱 𝗮𝘂𝘁𝗼𝗺𝗮𝘁𝗶𝗼𝗻 𝘀𝘆𝘀𝘁𝗲𝗺𝘀, SF2 is sensor-agnostic and suited to brownfield and OT environments. SF2 can run locally at the edge or on-premises, without cloud dependency, keeping sensitive production and process data within the organization. Typical applications include 𝗣𝗿𝗲𝗱𝗶𝗰𝘁𝗶𝘃𝗲 𝗠𝗮𝗶𝗻𝘁𝗲𝗻𝗮𝗻𝗰𝗲, 𝗖𝗼𝗻𝗱𝗶𝘁𝗶𝗼𝗻 𝗠𝗼𝗻𝗶𝘁𝗼𝗿𝗶𝗻𝗴, 𝗔𝗻𝗼𝗺𝗮𝗹𝘆 𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻, 𝗮𝗻𝗱 𝗣𝗿𝗼𝗰𝗲𝘀𝘀 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻. 𝗪𝗵𝘆 𝗦𝗙𝟮 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 • 𝗦𝘆𝘀𝘁𝗲𝗺-𝗹𝗲𝘃𝗲𝗹 𝘂𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱𝗶𝗻𝗴: unified state fingerprints from multiple sensor streams • 𝗘𝗮𝗿𝗹𝘆 𝘃𝗶𝘀𝗶𝗯𝗶𝗹𝗶𝘁𝘆: detects gradual changes before critical states emerge • 𝗘𝘅𝗽𝗹𝗮𝗶𝗻𝗮𝗯𝗶𝗹𝗶𝘁𝘆: deterministic, reproducible outputs instead of black-box predictions • 𝗗𝗮𝘁𝗮 𝗲𝗳𝗳𝗶𝗰𝗶𝗲𝗻𝗰𝘆: works with existing data without large labeled failure datasets • 𝗘𝗱𝗴𝗲-𝗿𝗲𝗮𝗱𝘆: built for local deployment and industrial integration Beyond industrial applications, we are also exploring selected use cases in biotechnology and life sciences. 𝗧𝘂𝗿𝗻𝗶𝗻𝗴 𝗦𝗲𝗻𝘀𝗼𝗿 𝗗𝗮𝘁𝗮 𝗶𝗻𝘁𝗼 𝗥𝗲𝗮𝗹-𝗧𝗶𝗺𝗲 𝗦𝘆𝘀𝘁𝗲𝗺 𝗨𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱𝗶𝗻𝗴.