On-device intelligence for a laptop manufacturer

Imagine a laptop that knows exactly how long its battery will really last (not a generic estimate, but a live prediction based on what you're actually running) and can instantly find any document or video on your machine just by asking it a question in plain language. All without a single byte of your data ever leaving the device.

That's what we built: two intelligent systems powered by Sparksee, our graph database engine. One turns the tangled relationships between apps, hardware and energy use into a live "cognitive twin" that predicts battery drain and lets you simulate decisions before you make them. The other transforms a jumble of local files into a connected knowledge graph, so finding the right document or video feels like asking a colleague not searching a folder.

The result: two production-ready prototypes, built and validated in just three months, fully on-device and compliant with GDPR and the AI Act from day one