GeneEcho

Environmental & Dermatological Intelligence (v2)

Jessica

Founder Admin

👦🏽

Leo Vance

Age: 8 • Austin, TX

Live Environment Streams

  • Pollen (Local API) Very High (Oak)
  • Humidity (WeatherKit) 88% (Spiking)
  • UV Sensor (Apple Watch) Index 9 (Extreme)

Resolved Family Graph

Mother (Age 34) Asthma History

Father (Age 36) Severe Atopic Dermatitis (Eczema)

Paternal Grandfather Melanoma (Diagnosed at 52)

Predictive Flag: High Probability of Eczema Flare-up

Preventative Action

GeneEcho AI detected a sudden environmental shift triggering a known genetic vulnerability.

Knowledge Graph (WHAT)

Father has history of severe eczema. Mother has history of respiratory allergies (Asthma).

Environmental Trigger

Local humidity spiked from 45% to 88%. Oak pollen at season high.

Agent Recommendation:

Apply barrier cream (ceramides) tonight. Run HEPA air purifier in bedroom.

Acute Risk: UV Exposure Limit Exceeded

Immediate Action
95m

Wearable detects 95 minutes of direct sunlight exposure today.

Genetic Risk Factor: Paternal Melanoma history.

Agent Action Taken:

Automated SMS sent to parent: "Leo has reached his safe sun limit based on family history. Apply SPF 50 or move to shade."

New Knowledge Graph Triples Executed

(Leo_Vance, exposed_to, UV_Index_9)

(Leo_Vance, has_relative, Grandfather_John)

(Grandfather_John, diagnosed_with, Melanoma)

(UV_Index_9, accelerates_risk_of, Melanoma)

→ TRIGGER GENERATIVE AGENT: UV WARNING

(Location_Austin, current_humidity, 88%)

(Father_Mark, diagnosed_with, Atopic_Dermatitis)

→ TRIGGER GENERATIVE AGENT: ECZEMA PREVENTION