addisonfleet-maintenance-logs-dataset-opportunity
type: Dataset
conforms to: http://mlcommons.org/croissant/1.0
alternate name: Addisonfleet — Maintenance Logs Dataset Opportunity
description: Addisonfleet holds a valuable **Maintenance Logs Dataset** structured as **Time Series** data, compiled from integrated `iot_data`, `maintenance_logs`, and `transaction_data`. This multi-faceted dataset provides a comprehensive historical view of vehicle performance, component wear, and service interventions, making it exceptionally well-suited for developing and training high-accuracy **Predictive Maintenance** models that can anticipate failures before they occur. [7, 13] The global market for this technology is expanding rapidly, with the predictive maintenance market valued at **$12.94 billion** in 2024 and projected to grow at a **CAGR of 26.9%**. [3] This high growth reflects intense demand from AI buyers for such operational data. [17] Despite access complexities like shared data ownership, the need for driver data anonymization, and the challenge of integrating **siloed** data, the **rarity** and depth of this dataset offer a significant competitive advantage in the mobility sector. [7] ⚠ Diligence (valuable data, access to negotiate): Data ownership is likely shared with fleet clients via service contracts.; Requires anonymization of driver-specific telematics to mitigate privacy risks.; Data is likely siloed across leasing, maintenance, and fuel card modules. · corporate: independent.
keywords: Maintenance Logs Dataset
keywords: mobility
keywords: Time Series
is accessible for free: false
is live dataset: true
date published: 2026-06-16T09:10:55.630448+00:00
license: One-time license for internal use in predictive maintenance model development and deployment.
temporal coverage: Historical and Real-time
spatial coverage: Global
creator: Addisonfleet Maintenance Logs
personal sensitive information: false