Applications

• Predictive Maintenance — vibration, acoustic, thermal signals for rotating assets (motors, turbines, rail) before failure.
• Smart Infrastructure — structural and utility assets (bridges, pipelines, grid components) with autonomous condition tracking.
• Healthcare & Biosensing — long‑term wearables and implantables with minimal recharge or replacement burden.

We focus where maintenance is costly or impossible and continuous, low‑power observation changes decisions.

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