Trust Architecture for Agentic AI
What happens when an AI is 94% sure a $2M lamp is about to fail. And the engineer isn't?
40%
faster diagnosis
217
tools monitored
AI Confidence
Lamp failure predicted
0%
C38AMI823: Turret drift exceeds threshold
2m ago
Accept recommendation
Override
Engineer reviewing · 3 similar events this week
Natural Language Data Engine
How do you search through 12,000 signals across 217 tools without drowning in data?
12,847
signals indexed
4
data zones
C38AMI823
⚠ Critical
3 of 217 tools matched · 2 channels · 0.8s
Design System at Enterprise Scale
50+ screens. No design system. Every team rebuilt the same components from scratch.
7→3
steps reduced
8+
products unified
Before
After