Aquaculture & Fisheries
Chile is the world's second-largest salmon producer and one of the top seafood exporters globally. The industry generates massive data volumes: oxygen sensors, temperature, salinity, currents, feeding, biomass, health, and traceability — but each system operates in a silo. When a harmful algal bloom (HAB) or ISA outbreak hits, losses are catastrophic precisely because there's no intelligence layer connecting the early signals. Our aquaculture knowledge graphs integrate environmental, health, production, and regulatory data into a single navigable network, enabling AI to predict mortality events, optimize feeding, automate SERNAPESCA compliance, and trace every fish from egg to destination market.
The problems
300+ variables per cage, every day. Without a graph connecting them, your AI sees numbers — not the mortality event coming in 72 hours.
Preventable mass mortality
Harmful algal blooms, ISA, SRS, and piscirickettsia cause losses of hundreds of millions of dollars. The data that predicts these events exists — but it's in separate systems.
Blind feeding
Feed represents 50-60% of production cost. Without correlating FCR with environmental conditions and health status, operations systematically overfeed or underfeed.
Fragmented traceability
Destination markets (EU, US, Japan) demand full traceability. Today it's assembled manually by crossing spreadsheets from multiple systems.
Manual regulatory compliance
SERNAPESCA, SMA, Subpesca — antibiotic usage reports, density per concession, environmental reports. All manual, all error-prone.
Our solutions
Aquaculture & Fisheries
Aquaculture operations graph
We connect sites, cages, cohorts, environmental sensors, health data, and feeding in a unified graph. Every entity related to its full context.
72-hour mortality prediction
AI that correlates oxygen, temperature, currents, health histories, and regional data to predict mortality events 72 hours in advance.
Intelligent feed optimization
Models that adjust rations in real time based on environmental conditions, health status, and growth curve. FCR and cost reduction.
Egg-to-table traceability
Traceability graph connecting genetics, hatchery, grow-out, harvest, processing, and export certifications. Automatic document generation per market.
Automated SERNAPESCA compliance
Automatic regulatory report generation: INFA, antibiotic usage, density per concession, environmental reports — from a single source of truth.