TrimTabs

Analytics & Insights

Silver and Gold layer analytics for experimental learning and machine behavior

Total Experiments Analyzedgold
47
+3 this month
SCADA Time-Series Pointssilver
2.4M
Last run: 45.2K
CNT Filter Success Rategold
68%
+12% improvement
Active Sensorssilver
24
8 sections

Machine Trajectory Analysis

silver

Analyze sensor-agnostic physical state trajectories across experimental runs

Temperature, Pressure, and Flow Trajectories

CNT Location Patterns

gold

Discover patterns linking machine conditions to CNT formation locations

Pipe vs Filter Formation Analysis

Process Phase Segmentation

silver

Automatic detection of experimental phases: purge, heat-up, growth, cooldown

Purge → Heat-up → Growth → Cooldown

Experiment Summary

gold

High-level scientific synthesis combining CNT outcomes with machine trajectories

Comprehensive Run-Level Insights