Gravisrobotics — Industrial Sensor Dataset Opportunity

Gravisrobotics holds a proprietary Industrial Sensor Dataset generated by its Gravis RACK hardware retrofitted onto heavy machinery. This Time Series data, including `industrial_data` and `iot_data`, captures real-world operational metrics directly from client construction sites. The dataset is structured to directly support Predictive Maintenance models, aiming to forecast equipment failure and optimize maintenance schedules.

The value of this data is underscored by the global Predictive Maintenance market, which was valued at $13.65 billion in 2025 and is projected to grow with a CAGR of 24.30% between 2026 and 2034. [3, 6] While access requires navigating client-specific data sharing clearances due to on-site collection, the dataset's rarity and direct applicability to this high-growth market present a significant opportunity. High-value perception data (Lidar/Vision) is also held, representing future potential. ⚠ Diligence (valuable data, access to negotiate): Data is generated via proprietary hardware (Gravis RACK) retrofitted on third-party machinery.; Operational data is collected on client construction sites, potentially requiring site-specific data sharing clearances.; High-value perception data (Lidar/Vision) is likely stored for model training but not yet externalized. · corporate: independent.