Cloud-native data integration, management and analysis platform

Organize and leverage your data assets. Build a competitive edge.

CloudTS is a secure, petabyte-scale data analysis platform with advanced data management and automated workflows. It is a hardware-agnostic central system of record, supporting a variety of designs, vehicle architectures, environments, and data formats.

Data acquisition and sensor systems management.

Challenge

Complex system testing necessitates frequent updates to sensors and recording systems, often causing bottlenecks and delays.

Slow and costly telemetry processing due to isolated systems.
Poor data transmission capabilities.
Inadequate access to historical data for analysis.

Solution

An instrumentation-ready data collection platform that increases confidence and tempo of test planning and eliminates configuration errors.

Standards-compliant database for equipment and instrumentation.
Collaborative workflows for data source ICD ingestion.
Flexible reuse and reconfiguration of test setups, with error detection, configuration control, and historical traceability.

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Meteoceanic forecast integration

Challenge

Reliable weather forecasts and monitoring systems are critical for test planning, risk mitigation and successful outcomes.

Difficulty in integrating forecast data into mission plans.
Risk of performing tests outside the envelope limitations and safety boundaries.
Cost impact of downtime and inefficient scheduling.

Solution

Advanced environmental monitoring and predictions reduce downtime and optimize test scheduling and execution.

Historical atmospheric weather database with trends and risk factors.
Advanced meteorological models and real-time weather monitoring.
Decision support system considering vehicle operational limits.

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Systematic and collaborative planning

Challenge

Safe and successful test planning and execution requires systematic documentation, review, and coordination.

Siloed data makes processing slow, inefficient and expensive.
Limited access to historical data limits knowledge building.
Uncoordinated workflow creates risks and multiple points of failure.

Solution

Collaborative platform and workflow that unite test pilots, engineers, and conductors, minimizing risks and enhancing efficiency.

Database with historical test scenarios, risks, and hazards.
Systematic data collection for thorough documentation and test cards.
Risk assessment and contingency planning.
Open interfaces for seamless integration and interoperability.

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Immediate assessment of test results.

Challenge

Instant access to real-time and post-flight data for preliminary analysis is critical, yet often hindered by costly real-time monitoring and proprietary data extraction tools.

Need to immediately confirm that relevant data has been captured
Assess safety concerns
Decide whether to proceed with testing or abort
Hardware vendors often restrain the interoperability of their data.

Solution

Cost-effective, hardware-agnostic, browser-based client for real-time monitoring and immediate data verification, safety assessment, and decision-making.

Low-cost deployment and fast setup.
Simple, reliable utilities for data conversion and extraction.
Ensures interoperability beyond hardware vendor limitations.

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Scalable long-term storage and data exploitation

Challenge

Vehicle development requires managing large, heterogeneous data sets.

Complex data: multiple reference time sources, high-dimensional, multi-frequency time series
Heterogeneous sources and formats: instrumentation, sensors, multi-stream video and audio, and manual notes.
Cost and lack of scalability of general purpose storage and home-grown solutions.

Solution

Data management platform with high-performance databases, offering secure, scalable infrastructure adaptable to various data sources and formats.

Handles complex data from multiple sources with ease.
Secure, permission-based self-service model for data management.
Robust integration with analysis tools, pipeline and broad software library access.
Open APIs for extensibility and interoperability.

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Analysis and insights

Challenge

Flight test data analysis is hindered by fragmented coding and local data access, leading to inefficient and non-reproducible workflows.

Siloed code and local processing prevent seamless access to the complete corpus of data.
Brittle and difficult-to-reproduce pipelines.
Limited collaboration and reproducibility.

Solution

Unified data storage and analysis system with an intuitive interface and collaborative tools, speeding up issue resolution and facilitating collective insight.

Separation of data storage and analysis layers
Interactive and intuitive environment for data plotting, exploration, analysis, and collaboration.
Scalable and programmable compute pipelines
Easy archival of analyses and reports of flight tests for future reference.

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