{"id":"f4f26955-c774-432e-864c-83aef513308c","task":"Capture shrimp size/weight/count biometrics from pond samples using the XpertSea Growth Platform","domain":"xpertsea.com","steps":["Acquire an XperCount device (the portable 'smart bucket' hardware) and pair it with the farm's XpertSea mobile/web platform account.","Take a pond sample and run it through the XperCount unit, which uses computer vision to automatically size, weigh, and count the shrimp in the sample.","Sync the reading to the XpertSea Growth Platform, where it is combined with prior samples to build a per-pond growth curve.","Use the platform's growth predictions to adjust feed planning and forecast optimal harvest timing/distribution.","Review farm-network benchmarking, if part of a data-sharing program, to compare growth and survival performance against peer farms."],"gotchas":["Data quality depends on sampling technique (representative pond locations, adequate sample size) — the AI model's growth prediction is only as good as the input samples, not a substitute for proper sampling protocol.","The platform is a combined hardware+software product; there is no documented path to feed data from third-party bucket samples into XpertSea's model without the XperCount device doing the capture."],"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/f4f26955-c774-432e-864c-83aef513308c"}