Insights & Engineering

The Xpectra Blog

Deep dives into telemetry infrastructure, sensor validation, and the future of hardware engineering.

EngineeringMay 25, 2026

Xpectra vs. NI SystemLink: Choosing the Right Data Infrastructure for Agile Hardware

An objective breakdown of the architectural differences between NI SystemLink and Xpectra, outlining where each platform shines and helping you choose the right data infrastructure for your specific engineering goals.

Duration6 min read

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Case StudyMay 5, 2026

From Petabytes to Prototypes: How SpaceX Uses Data Infrastructure to Shrink Time-to-Insight

Reverse-engineering how modern aerospace leaders handle mission-critical sensor data to shrink time-to-insight using Agile Aerospace and HIL testing.

Duration6 min read

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EngineeringMay 6, 2026

The Cost of "Unknown-Unknowns" in Aerospace Engineering

Reverse-engineering why standard tools fail at hardware anomaly detection and how unifying metric spikes with logs can reduce MTTR from weeks to minutes.

Duration7 min read

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EngineeringMay 8, 2026

The Sim-to-Real Gap: Why Hardware Iteration Requires More Than Just Simulation

Exploring why simulations fall short and how high-velocity physical testing - powered by world-class telemetry data infrastructure - is the only way to uncover ground truth.

Duration8 min read

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ComplianceMay 19, 2026

DO-178C and Beyond: Automating Compliance with Data Infrastructure

In the aerospace and defense industries, building a functional piece of hardware is only half the battle. The other half is proving to regulatory bodies that your system is safe to fly.

Duration5 min read

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