aream-maintenance-logs-dataset-opportunity
type: Dataset
conforms to: http://mlcommons.org/croissant/1.0
alternate name: Aream — Maintenance Logs Dataset Opportunity
description: Aream holds an extensive **Maintenance Logs Dataset** structured as **Time Series** data from its portfolio of industrial assets. This granular **industrial_data**, which includes **iot_data** from various sensors accessible via API, is specifically suited for developing and training **Predictive Maintenance** models to accurately forecast equipment and component failures before they occur. The global predictive maintenance market was valued at **$14.2 billion** in 2025 and is projected to grow at a **CAGR of 27.9%**. [1] Despite known access complexities—such as data ownership shared with investors and information stored across various third-party SCADA systems—the inherent **rarity** and high-value nature of this operational data make it a crucial asset for AI buyers. Navigating these agreements is justified by the significant competitive advantage gained in a rapidly expanding market. ⚠ Diligence (valuable data, access to negotiate): Data ownership may be shared with institutional investors who own the underlying assets.; Technical data is likely stored across various third-party SCADA systems and proprietary management software.; Access requires navigating asset management agreements regarding data usage rights. · corporate: independent.
keywords: Maintenance Logs Dataset
keywords: industrial
keywords: Time Series
is accessible for free: false
is live dataset: true
date published: 2026-07-03T09:05:22.990751+00:00
license: One-time license for developing and training predictive maintenance models. Usage restrictions may apply regarding data redistribution and third-party access.
temporal coverage: Real-time
spatial coverage: Global
creator: Aream Maintenance Logs
personal sensitive information: false