Software intelligence
See the fleet. Detect the drift. Guide the next action.
Zigital AI brings instrument state, performance signals, and maintenance context into one agent-ready operating layer.
In testing
Zigital stack
Three layers of operational intelligence.
01
Zigital Hub
A fleet-wide view of instruments, calibration history, maintenance, and readiness across sites and vendors.
02
Zigital Pulse
Statistical monitoring that surfaces drift, anomalies, and run-level deviations while they matter.
03
Zigital Agent
Agentic triage that correlates events and recommends the next action without a human log-reading bottleneck.
Zigital pulse / fleet 07● streaming
24
assets
99.4%
ready
02
flags
Cross-vendor health and performance telemetry
- Cross-vendor fleet visibility
- Continuous health and performance telemetry
- Log-file interpretation and anomaly detection
- Physical sensor data from ZdefLabs hardware
- Outputs designed for operators and agentic workflows
From raw signal to action
Built for instrument data in motion.
Sweep
Read logs as they populate across vendors and formats.
Interpret
Connect anomalies with history and physical evidence.
Integrate
Make readiness available to the surrounding workflow.
Bring your instrument data into focus
Talk with ZdefLabs about pilots, integrations, and instrument-readiness data for your lab.