Data Wizard

InfraSight is an evidence-first, multimodal IT infrastructure troubleshooting assistant designed for data center and edge server environments (tested in a simulated environment). Instead of acting as an unconstrained chatbot or generic classifier, InfraSight couples Meta’s muse-spark-1.3 multimodal reasoning with Meta’s sam-3.1 spatial perception and deterministic physical pixel analysis. When a technician photographs a server bay, InfraSight correlates physical LED cues against authoritative SMART telemetry, syslog streams, and vendor manuals. It prevents catastrophic mistakes—such as identifying an amber LED as an ongoing background RAID rebuild rather than a failed disk—and locks all consequential remediations behind a server-side authorization gate with a zero-hallucination citation verifier.