Newsroom
Product updates, technical briefs, and perspectives on deterministic condition intelligence and Edge AI.
Current Updates
Recent announcements, technical insights, and product developments at a glance.
On September 30, 2026, SF2 Systems will participate in the HAMMERHAI Hackathon in Dresden and bring explainable condition representations for high-frequency sensor and time-series data into the exchange with industry and research.
Read LinkedIn postPress releases, technical whitepapers, and product updates from SF2 Systems.
A municipal water-pump case study shows how changes in combined sensor data can provide earlier warning. SF2 helps water operators assess unusual behaviour and gain time to inspect equipment, organise maintenance and prepare backup systems.
Read articleSmall and medium-sized businesses can use their existing machine data to investigate changing conditions and plan maintenance. The free SF2 Suite SE provides a local starting point without new sensors or a large IT project.
Read articleSF2 combines existing sensor and operating data into comparable system-state fingerprints, helping industrial teams spot gradual changes and assess machine behaviour locally without relying on a cloud platform.
Read articleSF2 Systems invites industrial companies to submit complex plant and process data to the Edge Challenge to investigate previously undetected condition changes.
Read articleAnother Perspective on the Petrobras-3W Benchmark: Why Understanding Evolving System States Goes Beyond the Mere Classification of Known Faults.
Read articleHow the principle of directly comparable states can be applied from industrial resilience to biological precision.
Read articleWhy industrial data often remains unused and SF2 makes states directly comparable and traceable at the edge.
Read articleIn Dialogue
SF2 Systems regularly publishes technical analyses, product updates, and engineering insights on industrial condition monitoring, edge AI, and explainable data models.
