Research & Development

Reduce costs and accelerate development to bring products to market faster and foster adoption

Value Proposition

Our server-side data replay solution offers scalable analysis of complex scenarios, enabling rapid iterations and precise testing in environments like ROS 1 and 2. By leveraging real-world data for simulations, we help refine systems faster, reduce development costs, and ensure reliable performance across diverse conditions.

Server Side Data Replay

By leveraging our capability to handle data at scale, we can replay and analyze complex scenarios in environments like ROS 1 and 2, ensuring precise simulation and testing. 
This approach enables quick iterations, uncovering critical insights and edge cases, and allows you to refine your systems with real-world data, all without the limitations of edge device constraints.

Key Challenges

  • Edge devices often have constraints such as limited storage, processing power, and data-handling capabilities

  • Traditional testing methods struggle to simulate complex scenarios and uncover edge cases

  • The inability to quickly iterate and refine systems based on real-world data

Our Solution

Data collection

Real-world data is continuously collected from various sensors and devices, focusing on capturing the most relevant and critical information needed for simulation and testing

Data Replay

The collected data is replayed on the server side in environments such as ROS 1 and 2, simulating real-world scenarios accurately and at scale. This enables comprehensive analysis of complex situations without the constraints of edge devices.

Analysis

The replayed data is analyzed to uncover critical insights, edge cases, and potential areas for improvement. This analysis helps in understanding system behavior under various conditions and identifying key performance metrics.

Refinement

Insights gained from the analysis are used to refine and optimize the systems, ensuring they perform effectively in real-world conditions. This continuous feedback loop enables quick iterations and enhances overall system reliability and performance.

Benefits

  • Heex’s server-side data replay enables robust testing with real-world data at scale.

  • Heex allows for detailed replay and analysis of data in environments like ROS 1 and 2

  • Heex accelerates iteration and refinement cycles, optimizing system performance

How we help

    Research & Development
    Smart-Data for Engineering teams
    • Data Collection at the Edge
    • Server Side Data Replay
    Operations Monitoring
    Smart Anomaly Monitoring for Operational teams
    • Production Monitoring
    • Incident Notifications

Who we serve ?

We have everything covered, regardless of the vertical you are from. Our approach to looking at the problem statement covers everything.

Verticals

For SMBs and Enterprise

  • Scalability

    Heex software agents seamlessly collect data from within robots, integrating effortlessly with any robotic control system.

  • Security

    Heex uses OAuth 2.0 for logins, JWT for API authentication, and HTTPS (TLS) for agent-to-cloud communication. This multi-layered approach safeguards our platform against common vulnerabilities.

  • Modularity

    Our highly adaptable software agent framework and SDK supports an unlimited number of deployments across your autonomous fleet. The system's abstraction layers allow for effortless customization, with infinite combinations of triggers and conditions that can be reprogrammed over-the-air directly from the centralized Platform.

Discover the Smart-Data Potential

Are you developing or operating autonomous systems? Experience the power of Heex's Smart-Data first hand with a personalized demo.