Breaking Barriers : In Test & Measurement Equipment with Scalable Data Visualization

Client Overview

A leading provider of electronic design and test solutions for commercial communications, aerospace, defense, U.S. government, and electronic industrial markets. The company provides solutions across 5G, automotive, cloud computing, cybersecurity, energy, IoT, and quantum engineering, offering oscilloscopes, network analyzers, signal generators, power supplies, and software platforms. With 3,500+ patents and 20 R&D sites worldwide, it drives innovation across industries.

Need

The organization required a scalable, high-volume solution capable of handling millions of data points, integrating user registration, authentication, advanced analysis tools, and dynamic data charting components.

They sought a next-generation IIoT platform to enhance multi-instrument data correlation, aggregation, and visualization across its engineering and test operations. Enabling software teams to develop seamlessly across devices, teams, and geographies.

The Challenge

The client faced significant challenges in managing disconnected measurement data acquisition, complex digital transformation strategies, and inefficient design & test workflows that engineers struggled with every day.

Key pain points:

1. Data Silos: Engineers faced inconsistent formats and manual effort to consolidate instrument readings.
2. Lack of Real-Time Insights: No predictive analytics led to delays in fault detection and optimization.
3. Collaboration Gaps: Manual exports and fragmented reporting slowed engineering cycles and innovation.
4. Low/No Code Platforms: Could not meet expectations in terms of solution customization, feature-requirements and operational scalability.

The need for a unified, custom IIoT solution was clear—one that could integrate multi-device data acquisition, simplification, and automation.

The Solution

To address these challenges, the company partnered with IoT83 to develop a solution for design and testing–offering multi-instrument data correlation, aggregation, and visualization, all in a single window. It makes it simple and easy to connect to the cloud, correlate data, and collaborate among the teams safely and securely.

The solution enabled quick configuration of instrument controls, simultaneous measurement visualization, and one-click data logging and export. Engineers could automate test sequences with minimal effort while gaining deeper control over instrument settings.

Analysis Tools/Dashboards

Impact & Results

The solution streamlined bench testing by simplifying instrument connectivity, control, and automation. Engineers could configure measurements quickly, automate test sequences, and accelerate result access. Test Flow enabled apps further reduced development time, enhancing workflow efficiency.

• 60% Faster Development Time: Engineers can analyze, compare, and correlate measured results with simulations in one view, reducing manual effort.
• Seamless Data Export: Automatically export measurement data from multiple instruments to a common tool, minimizing inconsistencies and errors.
• Instant Data Visualization: Convert raw data into interactive visualizations without spreadsheets or manual formatting.
• Streamlined Collaboration: A cloud-based notebook enables teams to share, annotate, and generate automated reports for improved workflow efficiency.
• Automated Test Workflows: Reduce manual effort with AI-driven test configuration and execution.
• Advanced Instrument Control: Enable deeper insights with intelligent measurement and setup automation.
• Newer Revenue Streams: Enabled subscription based service model for the client.

Key IIoT-driven Asset Management Use Cases on Flex83

Conclusion

Powered by Flex83, the solution was developed rapidly with pre-built middleware, AI-driven automation, and seamless cloud integration. The platform eliminated development complexity, reduced time-to-market, and enabled a scalable, future-ready asset intelligence solution with predictive analytics and automated data management.

About IoT83

IoT83 is a product technology company that introduces a new software paradigm to create, deploy, and operate an industrial IoT solution portfolio for OEMs, establishing a distinctive path for business transformation journey with

10x TTM and 6x TCO savings. With our end-to-end, platform-centric approach—spanning edge, cloud, and mobile we accelerate design, rapid application development, and deployment of scale-ready custom Asset Lifecycle Management solutions.

Headquartered in the United States of America, IoT83 is backed with a team of industrial application experts assisting global clients in seizing the full potential of IIoT in the rapidly evolving markets.

To learn more, visit www.iot83.com