{"version":"1.0","type":"card","id":"9d261479-607e-4c3d-9756-3dc74a6bc576","url":"https://stacklist.com/card/9d261479-607e-4c3d-9756-3dc74a6bc576","title":"How These Rocket Scientists Are Helping Farmers Increase Yields and Use Less Water","source_url":"https://hypepotamus.com/companies/trellis/","note":"Agtech startup Trellis prioritizes simple processes and affordability to help farmers improve their bottom line and create sustainable irrigation practices.","image":{"url":"https://ucarecdn.com/69208d37-730e-4298-a936-75de531f4d46/","alt":"How These Rocket Scientists Are Helping Farmers Increase Yields and Use Less Water","width":1080,"height":1080},"stack":{"id":"3a5e574d-c505-478c-a05c-429b4f94ed67","title":"IoT in Agriculture, Traffic and Everyday Life","url":"https://stacklist.com/c/technology/stack/3a5e574d-c505-478c-a05c-429b4f94ed67"},"created_at":"2026-07-09T15:55:55.780Z","updated_at":null,"aco":{"summary":"Trellis, an Atlanta-based startup founded by aerospace engineers Liz Buchen and Adam Snow, uses affordable IoT soil moisture sensors to help farmers optimize irrigation, reduce water usage, and increase crop yields. The platform transmits real-time moisture data wirelessly to a cloud dashboard and is expanding to include weather stations, rain gauges, and AI-driven crop timing across farms in 24 states.","tags":["precision-agriculture","iot","water-conservation","soil-moisture-sensors","agtech","startup","irrigation"],"key_entities":[{"name":"Liz Buchen","type":"person","confidence":0.98},{"name":"Adam Snow","type":"person","confidence":0.98},{"name":"Muriel Vega","type":"person","confidence":0.85},{"name":"Trellis","type":"organization","confidence":0.97},{"name":"Internet of Things (IoT)","type":"technology","confidence":0.95},{"name":"precision agriculture","type":"concept","confidence":0.9},{"name":"soil moisture sensing","type":"concept","confidence":0.92},{"name":"University of Georgia","type":"organization","confidence":0.9},{"name":"Atlanta","type":"location","confidence":0.93},{"name":"Hypepotamus","type":"organization","confidence":0.8}],"classification":"analysis","language":"en","confidence":0.85,"provenance":{"model":"claude-opus-4-6","tool":"@stacklist/mcp-server@2.0.0","confidence":0.85,"timestamp":"2026-07-09T15:56:04.451Z"},"token_counts":{"approximate":1014,"cl100k":848},"content_hash":"sha256:0da13d60539b717fdc71ae7a25084589dff5fc88711a8f03032d429636980d44","acp_version":"0.2","body_available":true,"body_tokens":1014,"visibility":"public","agent_accessible":true,"status":"final"},"_links":{"self":"/api/public/card/9d261479-607e-4c3d-9756-3dc74a6bc576.json","html":"https://stacklist.com/card/9d261479-607e-4c3d-9756-3dc74a6bc576","md":"/api/public/card/9d261479-607e-4c3d-9756-3dc74a6bc576.md","stack_json":"/api/public/stack/3a5e574d-c505-478c-a05c-429b4f94ed67.json"}}