Flashnet AI Module: complex data transformed into an intuitive user experience for smart city applications
City management platforms are becoming more capable, but also more complex. Operators are expected to manage more devices, more data streams, more integrations and more workflows in their Control Management Systems – and it’s proving to be a steep learning curve.

To address this challenge, Flashnet developed a new software application designed to help smart city software operators by enabling them to make sense of existing data, identify devices, connect to them and orchestrate surgical actions across the entire infrastructure. A smarter and faster way for users to reach their objectives within the existing CMS.
The tool, built around natural language interaction, provides user-friendly data search and device filtering using a custom LLM (isolated Large Language Model using proprietary data sets). The AI model helps convert complex technical data into actionable insights for operators: by asking questions in plain language, users can better interpret technical information, they can filter devices more efficiently, or they can build custom reports.
Flashnet’s AI engineers promise further development in the near future: “We’re adding more capabilities soon, including predictive maintenance insights and heuristic anomaly detection. AI is better and faster than most operators at recognizing data patterns and predict system errors, and we’re planning to use this to identify abnormal behavior outside standard operation, including signals that haven’t been flagged before, so it can surface unexpected issues and early failure indicators” states Nicola Crespi, Flashnet’s Chief Product Officer.
Built with openness in mind, Flashnet’s AI Module can be integrated through open APIs in most existing applications, connecting with different platforms and multi-vendor infrastructures. Also, it can operate across systems to support vendor-neutral smart city operations.
At the same time, Flashnet’s AI layer is engineered for real-world performance at scale, supporting large infrastructures with millions of connected devices, low latency requirements, and meeting enterprise-grade security expectations. Whether it’s smart street lighting, or any other IoT sensors, the new AI integration from Flashnet is designed to work across any smart city system integrated into the platform, creating a unified intelligence layer for urban infrastructure.
Experience the AI solution at Light + Building Frankfurt
If you’re attending Light + Building in Frankfurt, we invite you to visit our stand to see the AI tool live. Whether you’re managing connected infrastructure today or evaluating new approaches for city-wide platforms, we’d be glad to connect, exchange ideas, and hear your feedback.
March 8-13, 2026
Frankfurt am Main
Hall 8, Booth 78
About FLASHNET
FLASHNET is a fast-paced tech company that integrates the latest IT, energy and telecommunications technologies into hardware and software solutions, creating and implementing intelligent systems for smarter cities and better infrastructure. Founded in 2005, FLASHNET is a leader in intelligent utility management systems, with worldwide operations. (www.flashnet.ro)
About inteliLIGHT®
inteliLIGHT® is a smart street lighting control solution that offers detailed lamp-level management capabilities (ON/OFF, dimming, real-time reporting) over multiple IoT communication technologies. In-depth grid awareness is obtained through accurate utility-grade readings of any changes occurring along the grid, reducing energy loss and offering advanced maintenance optimization tools. Furthermore, inteliLIGHT® is integrated with Smart City management platforms and offers support for further Smart City development. (www.inteliLIGHT.eu)
About Lucy Group
Lucy Group is an international group that makes the built environment sustainable. Headquartered in Oxford, UK, the company’s electric businesses advance the transition to a carbon-free world with infrastructure that enables renewable energy and smart cities. The Group has 1,800 employees, operates across 5 continents and has an annual turnover exceeding $500m. Further information can be found at www.lucygroup.com


