SF2 Suite SE - Instant State Intelligence. No Cloud. No Labels.

Deterministic State Intelligence, a platform for industrial condition analysis and predictive maintenance. SF2 Systems is a Vienna-based deep-tech company specializing in condition monitoring, predictive maintenance, and industrial state analysis. The SF2 platform uses existing sensor, machine, and process data to make changes, drift, anomalies, and emerging problem states visible at an early stage. Instead of looking at individual measurements in isolation, SF2 condenses the interaction of multiple signals into comparable state fingerprints. This makes it possible to identify when a machine, plant, or process is changing – even when individual values are still within their normal ranges. SF2 runs locally at the edge or on-premises, without requiring a cloud connection, does not depend on large labeled fault datasets, and complements existing SCADA, condition monitoring, and automation systems. The technology is suitable for machines, pumps, drives, production plants, energy and process systems, as well as other industrial assets that generate operational data. The same approach can also be applied to life sciences, for example to multivariate laboratory, device, process, or biological measurement data, where the relevant state is determined not by a single parameter but by the interaction of many values. The goal is to reduce unplanned downtime, make maintenance more predictable, detect deviations earlier, and make better use of existing data for improved technical and domain-specific decision-making. At sf2systems.com, you can find case studies, product information, downloads, the permanently free SF2 Suite SE, and additional editions available in the shop.