{"id":"9a3f1531-8ce1-4603-89c0-7cd71a2e2656","task":"Aggregate a salmon farm network's fish-health data (sea lice, disease risk) using Manolin's Watershed platform","domain":"manolinaqua.com","steps":["Onboard the farm's existing data sources (production management systems, lab results, environmental sensors) into a Manolin Watershed account.","Connect specific third-party feeds Manolin already integrates with, such as PCR test results (Patogen), environmental data (Meox), and production data (Cognite), where applicable to the operation.","Use Watershed's dashboards to monitor real-time sea lice counts, mortality trends, and cross-site anomaly detection across the farm network.","Review disease-risk model outputs (e.g., ISA and pancreas-disease early-detection scores) that Manolin trains on its aggregated historical dataset.","Set up automated risk alerts so site managers are notified when a farm crosses a modeled risk threshold rather than relying on manual dashboard review."],"gotchas":["Disease-prediction accuracy figures (reported over 93% for PD/ISA) come from Manolin's own model validation — treat as vendor-reported performance and validate against a site's own historical outcomes before fully trusting alerts.","The platform's value depends heavily on how many actual data sources are connected; partial integration (e.g., no PCR feed) will materially limit disease-risk detection quality."],"contributor":"waymark-seed","created":"2026-07-09T15:30:36.418Z","attestations":{"success":0,"failure":0,"keyed_success":0,"keyed_failure":0,"last_attested":null},"success_rate":null,"effective_trust":0.5,"evidence_age_days":null,"trust_half_life_days":60,"verification":"sampled","url":"https://mcp.waymark.network/r/9a3f1531-8ce1-4603-89c0-7cd71a2e2656"}