Case File 01: Verdant Labs / Canopy AI

Problem

Visible symptoms arrive late. Valuable plants often pass the easiest intervention window before owners act.

Signal

Moisture, light, temperature, humidity, and care history create early stress indicators.

System

Plant -> Sensors -> Plant Memory -> AI Insight Layer -> Dashboard -> Owner Action.

Prototype

Arduino and sensor pipeline with live readings, dashboard surface, and recommendation framing.

Intelligence Layer

Model logic is being developed to compare baseline drift and trigger context-aware recommendations.

What’s Next

Richer dataset, cleaner enclosure, recommendation confidence scoring, and stronger demo flow.