{"id":"AIBD-1239","title":"Fundación Jocotoco's acoustic AI classifies two million Amazon recordings in three months and gives the Kichwa communities of Santa Rita and San Francisco the species data with which Yakuwarmi protected more than 5,000 hectares as Ecuador's first community-declared conservation areas","summary":"Jocotoco's acoustic AI classified two million Amazon recordings in three months and gave two Kichwa communities species data with which Yakuwarmi protected more than 5,000 hectares in two areas.","date_observed":"2026-05-28","date_basis":"source publication","date_precision":"day","benefit_status":"reported","account":"Fundación Jocotoco's data scientists retrain foundation audio models to recognize the species of the Ecuadorian Amazon by their calls, and the same tool flags the sounds of threats, chainsaws and gunshots among them. Mongabay Latam reported from Napo province on 28 May 2026. The foundation collected more than two million recordings between 2023 and 2025 around its Narupa reserve, and the AI let it classify and analyze them in three months, where analog recorders and manual analysis had taken a year or more to yield results. The work produced a confirmed list of species, which the scientists handed to the Kichwa communities of Santa Rita and San Francisco for their management plans. Yakuwarmi, a local organization led by women, used the information to conserve more than 5,000 hectares of the communities' territory through two protected areas, the first in Ecuador declared by local inhabitants under the OMEC process. Since October 2025 the foundation has also installed acoustic monitors in Narupa that process sounds in real time. The report notes that the data from the latest processing were awaiting validation. The figures are Mongabay Latam's account of the foundation's work.","category":"benefit created","unexpected":false,"purpose":"Fundación Jocotoco retrains acoustic AI models to identify the species and the threats recorded in Amazon forests, so that communities and the foundation can plan conservation.","system":"Fundación Jocotoco's bioacoustic AI classifier (retrained foundation audio models)","model_version":null,"developer":"Fundación Jocotoco (data science team)","deployer":"Fundación Jocotoco, with the Kichwa communities of Santa Rita and San Francisco and the organization Yakuwarmi","location":"Napo province, Ecuador (Narupa reserve, Cotundo, and the Kichwa communities of Santa Rita and San Francisco)","domain":"Biodiversity monitoring and community conservation","segment":"Non-profit conservation with Indigenous community partners","registry_ids":{},"ratings":[{"group":"organizational","depth":2,"reason":"The foundation classified more than two million recordings in three months instead of a year or more."},{"group":"societal","depth":3,"reason":"Two Kichwa communities used the species data in their management plans, and more than 5,000 hectares of their territory became Ecuador's first community-declared conservation areas."}],"ai_role":{"status":"assessed","statement":"The AI classified the recordings and flagged threats, which produced the species list that the communities used. Jocotoco's scientists retrained the models and validated the results, and the communities and Yakuwarmi made the conservation decisions. The figures come from Mongabay Latam's reporting."},"evidence":[{"kind":"news report","citation":"Verdezoto Landívar, G., Comunidades kichwa lograron proteger su territorio gracias a la IA entrenada con miles de sonidos de la Amazonía ecuatoriana, Mongabay Latam, 28 May 2026.","title":"Comunidades kichwa lograron proteger su territorio gracias a la IA entrenada con miles de sonidos de la Amazonía ecuatoriana","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/","date":"2026-05-28","written_by":"independent","quote":"Yakuwarmi, una organización local liderada por mujeres, usó la información para conservar más de 5000 hectáreas de su territorio con la creación de dos áreas protegidas."},{"kind":"news report","citation":"Verdezoto Landívar, G., Mongabay Latam, 28 May 2026. On the threats the AI detects.","title":"Comunidades kichwa lograron proteger su territorio gracias a la IA entrenada con miles de sonidos de la Amazonía ecuatoriana","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/","date":"2026-05-28","written_by":"independent","quote":"La IA, que también capta sonidos de amenazas como motosierras y disparos, ha permitido a dos comunidades indígenas kichwa proteger y planificar su territorio."},{"kind":"news report","citation":"Verdezoto Landívar, G., Mongabay Latam, 28 May 2026. On the processing time.","title":"Comunidades kichwa lograron proteger su territorio gracias a la IA entrenada con miles de sonidos de la Amazonía ecuatoriana","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/","date":"2026-05-28","written_by":"independent","quote":"La Fundación Jocotoco recopiló más de 2 000 000 de audios entre 2023 y 2025. La IA les permitió clasificar y analizar esta vasta cantidad de datos en solo tres meses."},{"kind":"news report","citation":"Verdezoto Landívar, G., Mongabay Latam, 28 May 2026. On the communities' protected areas.","title":"Comunidades kichwa lograron proteger su territorio gracias a la IA entrenada con miles de sonidos de la Amazonía ecuatoriana","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/","date":"2026-05-28","written_by":"independent","quote":"Este encadenamiento de pasos fue clave para que los territorios de las comunidades se convirtieran en las dos primeras áreas protegidas por pobladores locales en Ecuador, proceso conocido como Otras Medidas Efectivas de Conservación Basadas en Áreas (OMEC)."},{"kind":"news report","citation":"Verdezoto Landívar, G., Mongabay Latam, 28 May 2026. On the species list.","title":"Comunidades kichwa lograron proteger su territorio gracias a la IA entrenada con miles de sonidos de la Amazonía ecuatoriana","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/","date":"2026-05-28","written_by":"independent","quote":"lista confirmada de especies que entregaron a las comunidades kichwa Santa Rita y San Francisco para que estas, a su vez, puedan utilizar los datos científicos en sus planes de manejo"},{"kind":"news report","citation":"Verdezoto Landívar, G., Mongabay Latam, 28 May 2026. On validation.","title":"Comunidades kichwa lograron proteger su territorio gracias a la IA entrenada con miles de sonidos de la Amazonía ecuatoriana","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/","date":"2026-05-28","written_by":"independent","quote":"Los datos están esperando ser validados.","supports_benefit":false}],"replication":{"produced_by":["Foundation audio models retrained by the foundation's data scientists on recordings from the Amazon","Recorders in the forest and, since October 2025, monitors that process sound in real time","Communities that put the species data into their management plans and an organization that carried the declaration through"],"must_hold":["The recordings must be collected and the model retrained for the local species","The classifications must be validated by scientists before they are handed over","Communities need a legal route, here the OMEC process, to declare protected areas"],"echoes":[]},"paired_incident":null,"headline":"*Jocotoco's acoustic AI* helps Kichwa communities protect 5,000 hectares","metric":"more than 5,000 hectares in two areas","comparator":{"against":"manual analysis of recordings from analog recorders","before":"a year or more to yield results","after":"three months for more than two million recordings","basis":"assumed","quote":"La Fundación Jocotoco recopiló más de 2 000 000 de audios entre 2023 y 2025. La IA les permitió clasificar y analizar esta vasta cantidad de datos en solo tres meses.","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/"},"later":{"status":"unknown","date":null,"note":"The benefit was first reported on 28 May 2026, and no later report was found.","quote":null,"url":null},"learns_from_data":{"value":"shown","note":"Mongabay Latam reports that the foundation's scientists retrain foundation AI models on large quantities of sound recordings.","quote":"es reentrenar modelos de IA fundacionales","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/"},"benefit_categories":["environmental_impact","social_improvement"],"size":{"reach":{"band":2,"fact":"Two Kichwa communities and one local organization used the data.","quote":"lista confirmada de especies que entregaron a las comunidades kichwa Santa Rita y San Francisco para que estas, a su vez, puedan utilizar los datos científicos en sus planes de manejo","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/","reason":null},"duration":{"band":5,"fact":"Two protected areas were created, a lasting change to the territory's status.","quote":"Yakuwarmi, una organización local liderada por mujeres, usó la información para conservar más de 5000 hectáreas de su territorio con la creación de dos áreas protegidas.","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/","reason":null},"distribution":{"band":4,"fact":"The benefit reached two Indigenous Kichwa communities, which the source describes as the first local inhabitants in Ecuador to declare protected areas.","quote":"Este encadenamiento de pasos fue clave para que los territorios de las comunidades se convirtieran en las dos primeras áreas protegidas por pobladores locales en Ecuador, proceso conocido como Otras Medidas Efectivas de Conservación Basadas en Áreas (OMEC).","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/","reason":null},"frequency":{"band":1,"fact":"One species list led to one pair of declarations.","quote":"Este encadenamiento de pasos fue clave para que los territorios de las comunidades se convirtieran en las dos primeras áreas protegidas por pobladores locales en Ecuador, proceso conocido como Otras Medidas Efectivas de Conservación Basadas en Áreas (OMEC).","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/","reason":null}},"value":null,"developer_country":"Ecuador","deployer_country":"Ecuador","unrated_because":null,"brief_notes":null,"brief":null,"confidence":"reported","shade":"medium","claim_status":"Independently reported","claim_basis":"Sources: one independent news report. For the benefit itself, the cited sources include no independent study or research report and no finding by an external body.","case_jurisdictions":["Ecuador"],"design":"no comparison","certainty":"very low","certainty_reasons":["Starts very low because no comparison was measured."],"profile":{"case_id":"AIBD-1239","source_ids":["AIBD-1239-source-0001","AIBD-1239-source-0002","AIBD-1239-source-0003","AIBD-1239-source-0004","AIBD-1239-source-0005","AIBD-1239-source-0006"],"families":{"strategic assessments":{"state":"unresolved","record_ids":[]},"evaluations":{"state":"unresolved","record_ids":[]},"monetary observations":{"state":"unresolved","record_ids":[]},"institutional decisions":{"state":"unresolved","record_ids":[]}},"fields":{"actors[]":{"state":"value_present","value":{"kind":"record_fields","fields":{"developer":"Fundación Jocotoco (data science team)","deployer":"Fundación Jocotoco, with the Kichwa communities of Santa Rita and San Francisco and the organization Yakuwarmi"}}},"actors[].ownership_control":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"ai_contribution":{"state":"value_present","value":{"kind":"record_fields","fields":{"ai_role":{"status":"assessed","statement":"The AI classified the recordings and flagged threats, which produced the species list that the communities used. 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Mongabay Latam reported from Napo province on 28 May 2026. The foundation collected more than two million recordings between 2023 and 2025 around its Narupa reserve, and the AI let it classify and analyze them in three months, where analog recorders and manual analysis had taken a year or more to yield results. The work produced a confirmed list of species, which the scientists handed to the Kichwa communities of Santa Rita and San Francisco for their management plans. Yakuwarmi, a local organization led by women, used the information to conserve more than 5,000 hectares of the communities' territory through two protected areas, the first in Ecuador declared by local inhabitants under the OMEC process. Since October 2025 the foundation has also installed acoustic monitors in Narupa that process sounds in real time. The report notes that the data from the latest processing were awaiting validation. 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On the communities' protected areas.","title":"Comunidades kichwa lograron proteger su territorio gracias a la IA entrenada con miles de sonidos de la Amazonía ecuatoriana","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/","date":"2026-05-28","written_by":"independent","quote":"Este encadenamiento de pasos fue clave para que los territorios de las comunidades se convirtieran en las dos primeras áreas protegidas por pobladores locales en Ecuador, proceso conocido como Otras Medidas Efectivas de Conservación Basadas en Áreas (OMEC)."},{"kind":"news report","citation":"Verdezoto Landívar, G., Mongabay Latam, 28 May 2026. On the species list.","title":"Comunidades kichwa lograron proteger su territorio gracias a la IA entrenada con miles de sonidos de la Amazonía ecuatoriana","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/","date":"2026-05-28","written_by":"independent","quote":"lista confirmada de especies que entregaron a las comunidades kichwa Santa Rita y San Francisco para que estas, a su vez, puedan utilizar los datos científicos en sus planes de manejo"},{"kind":"news report","citation":"Verdezoto Landívar, G., Mongabay Latam, 28 May 2026. On validation.","title":"Comunidades kichwa lograron proteger su territorio gracias a la IA entrenada con miles de sonidos de la Amazonía ecuatoriana","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/","date":"2026-05-28","written_by":"independent","quote":"Los datos están esperando ser validados.","supports_benefit":false}]}}},"sources[].id":{"state":"value_present","value":{"kind":"identifiers","identifiers":["AIBD-1239-source-0001","AIBD-1239-source-0002","AIBD-1239-source-0003","AIBD-1239-source-0004","AIBD-1239-source-0005","AIBD-1239-source-0006"],"role":"Existing evidence items, in their original order"}},"sources[].language":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"sources[].relationship":{"state":"value_present","value":{"kind":"record_fields","fields":{"evidence":[{"kind":"news report","citation":"Verdezoto Landívar, G., Comunidades kichwa lograron proteger su territorio gracias a la IA entrenada con miles de sonidos de la Amazonía ecuatoriana, Mongabay Latam, 28 May 2026.","title":"Comunidades kichwa lograron proteger su territorio gracias a la IA entrenada con miles de sonidos de la Amazonía ecuatoriana","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/","date":"2026-05-28","written_by":"independent","quote":"Yakuwarmi, una organización local liderada por mujeres, usó la información para conservar más de 5000 hectáreas de su territorio con la creación de dos áreas protegidas."},{"kind":"news report","citation":"Verdezoto Landívar, G., Mongabay Latam, 28 May 2026. On the threats the AI detects.","title":"Comunidades kichwa lograron proteger su territorio gracias a la IA entrenada con miles de sonidos de la Amazonía ecuatoriana","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/","date":"2026-05-28","written_by":"independent","quote":"La IA, que también capta sonidos de amenazas como motosierras y disparos, ha permitido a dos comunidades indígenas kichwa proteger y planificar su territorio."},{"kind":"news report","citation":"Verdezoto Landívar, G., Mongabay Latam, 28 May 2026. On the processing time.","title":"Comunidades kichwa lograron proteger su territorio gracias a la IA entrenada con miles de sonidos de la Amazonía ecuatoriana","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/","date":"2026-05-28","written_by":"independent","quote":"La Fundación Jocotoco recopiló más de 2 000 000 de audios entre 2023 y 2025. La IA les permitió clasificar y analizar esta vasta cantidad de datos en solo tres meses."},{"kind":"news report","citation":"Verdezoto Landívar, G., Mongabay Latam, 28 May 2026. On the communities' protected areas.","title":"Comunidades kichwa lograron proteger su territorio gracias a la IA entrenada con miles de sonidos de la Amazonía ecuatoriana","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/","date":"2026-05-28","written_by":"independent","quote":"Este encadenamiento de pasos fue clave para que los territorios de las comunidades se convirtieran en las dos primeras áreas protegidas por pobladores locales en Ecuador, proceso conocido como Otras Medidas Efectivas de Conservación Basadas en Áreas (OMEC)."},{"kind":"news report","citation":"Verdezoto Landívar, G., Mongabay Latam, 28 May 2026. On the species list.","title":"Comunidades kichwa lograron proteger su territorio gracias a la IA entrenada con miles de sonidos de la Amazonía ecuatoriana","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/","date":"2026-05-28","written_by":"independent","quote":"lista confirmada de especies que entregaron a las comunidades kichwa Santa Rita y San Francisco para que estas, a su vez, puedan utilizar los datos científicos en sus planes de manejo"},{"kind":"news report","citation":"Verdezoto Landívar, G., Mongabay Latam, 28 May 2026. On validation.","title":"Comunidades kichwa lograron proteger su territorio gracias a la IA entrenada con miles de sonidos de la Amazonía ecuatoriana","url":"https://es.mongabay.com/2026/05/comunidades-kichwa-protegen-territorio-ia-entrenada-miles-sonidos-amazonia-ecuatoriana/","date":"2026-05-28","written_by":"independent","quote":"Los datos están esperando ser validados.","supports_benefit":false}]}}},"sources[].upstream_sources":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"strategic_assessments[]":{"state":"unresolved","family":"strategic assessments"},"summary":{"state":"value_present","value":{"kind":"record_fields","fields":{"summary":"Jocotoco's acoustic AI classified two million Amazon recordings in three months and gave two Kichwa communities species data with which Yakuwarmi protected more than 5,000 hectares in two areas.","account":"Fundación Jocotoco's data scientists retrain foundation audio models to recognize the species of the Ecuadorian Amazon by their calls, and the same tool flags the sounds of threats, chainsaws and gunshots among them. Mongabay Latam reported from Napo province on 28 May 2026. The foundation collected more than two million recordings between 2023 and 2025 around its Narupa reserve, and the AI let it classify and analyze them in three months, where analog recorders and manual analysis had taken a year or more to yield results. The work produced a confirmed list of species, which the scientists handed to the Kichwa communities of Santa Rita and San Francisco for their management plans. Yakuwarmi, a local organization led by women, used the information to conserve more than 5,000 hectares of the communities' territory through two protected areas, the first in Ecuador declared by local inhabitants under the OMEC process. Since October 2025 the foundation has also installed acoustic monitors in Narupa that process sounds in real time. The report notes that the data from the latest processing were awaiting validation. The figures are Mongabay Latam's account of the foundation's work."}}},"systems[].autonomy_permissions":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"systems[].component_role":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"systems[].deployment_configuration":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"systems[].inputs_outputs":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"systems[].model_name":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"systems[].model_version":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"systems[].product_name":{"state":"value_present","value":{"kind":"record_fields","fields":{"system":"Fundación Jocotoco's bioacoustic AI classifier (retrained foundation audio models)"}}},"systems[].provider":{"state":"unresolved","reason":"This is an explicit unresolved assignment: the sources on record do not settle this question."},"title":{"state":"value_present","value":{"kind":"record_fields","fields":{"title":"Fundación Jocotoco's acoustic AI classifies two million Amazon recordings in three months and gives the Kichwa communities of Santa Rita and San Francisco the species data with which Yakuwarmi protected more than 5,000 hectares as Ecuador's first community-declared conservation areas","headline":"*Jocotoco's acoustic AI* helps Kichwa communities protect 5,000 hectares"}}},"workflow":{"state":"value_present","value":{"kind":"record_fields","fields":{"account":"Fundación Jocotoco's data scientists retrain foundation audio models to recognize the species of the Ecuadorian Amazon by their calls, and the same tool flags the sounds of threats, chainsaws and gunshots among them. Mongabay Latam reported from Napo province on 28 May 2026. The foundation collected more than two million recordings between 2023 and 2025 around its Narupa reserve, and the AI let it classify and analyze them in three months, where analog recorders and manual analysis had taken a year or more to yield results. The work produced a confirmed list of species, which the scientists handed to the Kichwa communities of Santa Rita and San Francisco for their management plans. Yakuwarmi, a local organization led by women, used the information to conserve more than 5,000 hectares of the communities' territory through two protected areas, the first in Ecuador declared by local inhabitants under the OMEC process. Since October 2025 the foundation has also installed acoustic monitors in Narupa that process sounds in real time. The report notes that the data from the latest processing were awaiting validation. The figures are Mongabay Latam's account of the foundation's work.","replication":{"produced_by":["Foundation audio models retrained by the foundation's data scientists on recordings from the Amazon","Recorders in the forest and, since October 2025, monitors that process sound in real time","Communities that put the species data into their management plans and an organization that carried the declaration through"],"must_hold":["The recordings must be collected and the model retrained for the local species","The classifications must be validated by scientists before they are handed over","Communities need a legal route, here the OMEC process, to declare protected areas"],"echoes":[]}}}}}}}