Horizon: Achieving 99% detection accuracy

At Star Matrix Technologies, we are leading the frontier of real-time geospatial and intelligence AI.

Horizon Live is our live AI intelligence system — built to process, detect, and surface high-value insights from fast-moving, real-world data streams. Designed for environments where timing and clarity matter, it serves as a foundation for operational awareness and strategic decision-making.

Initially, Horizon Live relied on a general-purpose LLM pipeline, reaching around 30% accuracy in real-time detection scenarios. While promising, this architecture lacked the precision and responsiveness needed for high-stakes applications.

We’ve since engineered a custom proprietary model, which we call IRIS — purpose-built for real-time intelligence. Horizon Live now achieves over 99% detection accuracy, with sharper signal recognition, lower latency, and dramatically improved reliability.

This marks a major step forward in our mission to make intelligence infrastructure real-time, actionable, and resilient.