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Data & ML Pipeline

Fish Health Data (Samples, Observations)

ML/AI Pipeline (Score Calculation + Context)

API Layer
External Integration API (Push Context + Pull Insights)
Internal API (Dashboards & Alerts)
Customer Systems Farm Management System (Existing Tools)
Recommendation Engine
Generate Actionable Advice
Customer UI (Plotly Dash)
Dashboards + Context Forms
Alerts & Messaging
Twilio / SendGrid (SMS, Email)
Cloud Hosting
AWS / Azure / GCP (Deployment & Scaling)

Dig

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