This platform provides a centralized environment for managing and analyzing complex engineering data, particularly for aerospace and automotive applications. It facilitates collaboration between teams by integrating data acquisition, testing, and analysis workflows, enabling faster insights and improved system performance.
Funding
Funding not disclosed
Founders
Product
Problem
Aerospace and automotive companies face challenges in managing and analyzing complex engineering data due to siloed data sources and legacy systems. This leads to increased costs, slower testing cycles, and difficulties in collaboration across teams. The lack of a unified platform hinders efficient data exploitation and knowledge building.
Solution
Marpin Labs offers CloudTS, a cloud-native data integration, management, and analysis platform designed for complex systems in aerospace, defense, and transportation. CloudTS combines edge data processing with cloud-based infrastructure, enabling teams to manage and analyze a wide array of data, from routine testing to complex dataset evaluations. The platform serves as a hardware-agnostic central system of record, supporting various designs, vehicle architectures, environments, and data formats. By breaking down data silos and automating workflows, CloudTS facilitates collaboration, accelerates insights, and improves system performance.
Target Audience
The primary customers are aerospace, aviation, defense, and transportation companies involved in the development, testing, and operation of complex systems.
Features
- Hardware-agnostic data collection and processing supporting hundreds of thousands of channels and GigaHertz frequencies
- Petabyte-scale elastic cloud storage with long-term data retention and reproducibility of historical data analyses
- Real-time monitoring with low-latency, in-browser clients
- Data Source Config Manager for ICD synchronization and dynamic configuration of data acquisition systems
- Test Planner for systematic test instructions, hazard identification, and collaborative review
- Weather Engine for integrating historical data, accurate forecasts, and smart alerts based on vehicle operational limits
- Ch10 Simplex for fast conversion and export of IRIG106-23 Ch10 files to CSV, Parquet, or HDF5 formats
- Data Insights for integrated data storage, powerful search capabilities, visualization, labeling, and anomaly detection
- Analysis & Reports with Python & Matlab integration, machine learning capabilities, and automated pipelines
- Compliant with industry standards including RCC IRIG106, NATO STANAG, SOC2, and NIST 800-171