{"id":"211d6916-b29c-43d5-a3a1-157081f27abc","title":"AI for Research Workflows: Residency — Scale, Governance, and Measurement","description":"AI for Research Workflows: Residency — Scale, Governance, and Measurement is built for career starters and switchers aged 25–34 who want a concrete, portfolio-ready result rather than abstract theory. Across 8 lessons and about 20 hours, the course focuses on course orientation and outcomes, foundations and working vocabulary, and tools, setup, and environment; the capstone is a team AI adoption pack built with ChatGPT and Notion AI.","contentLanguage":"en","coverUrl":null,"createdAt":"2026-05-26T07:50:06.887Z","updatedAt":"2026-05-26T07:50:07.064Z","durationSeconds":72000,"authorId":"9f25c35a-72f8-44be-a985-36613fc1c671","rating":4.523255813953488,"reviewCount":86,"expectedLessonsCount":8,"trailerUrl":null,"faq":[{"answer":"No prior experience is required. The first lessons create a clear ramp-up before the course moves into applied work.","question":"Do I need prior experience?"},{"answer":"A comfortable pace is 4–6 hours per week. In total, the course includes 8 lessons and about 20 hours of guided work.","question":"How much time should I set aside each week?"},{"answer":"You will finish with a team AI adoption pack plus reusable materials built around ChatGPT and Notion AI.","question":"What will I finish the course with?"}],"learningOutcomes":null,"requirements":null,"levels":["intermediate"],"firstLessonFreePreviewEnabled":false,"certificateEnabled":true,"isPlatformCourse":false,"pricingTiers":[{"id":"standard","name":"Standard","price":89,"features":[],"highlighted":true}],"minPricingTierPrice":89,"bonuses":[],"status":"READY","archivedAt":null,"categoryId":"869af918-d185-46b9-84fe-8c771c9f7b29","lessons":[{"id":"2920d115-0b12-4048-b3bc-7a7ca4a99b59","title":"AI for Research Workflows: Residency — Scale, Governance, and Measurement — course orientation and outcomes","description":"Lesson 1 of 8 in AI for Research Workflows: Residency — Scale, Governance, and Measurement: work through course orientation and outcomes and convert the result into a reusable part of the final team AI adoption pack using ChatGPT and Notion AI.","videoUrl":null,"videoFileName":null,"duration":9000,"position":0,"createdAt":"2026-05-26T07:50:06.887Z","updatedAt":"2026-05-26T07:50:06.887Z","courseId":"211d6916-b29c-43d5-a3a1-157081f27abc","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"0435f0be-cb0a-431b-9cdc-1ff89ad26c80","title":"AI for Research Workflows: Residency — Scale, Governance, and Measurement — foundations and working vocabulary","description":"Lesson 2 of 8 in AI for Research Workflows: Residency — Scale, Governance, and Measurement: work through foundations and working vocabulary and convert the result into a reusable part of the final team AI adoption pack using ChatGPT and Notion AI.","videoUrl":null,"videoFileName":null,"duration":9000,"position":1,"createdAt":"2026-05-26T07:50:06.887Z","updatedAt":"2026-05-26T07:50:06.887Z","courseId":"211d6916-b29c-43d5-a3a1-157081f27abc","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"b89175b3-f37e-4944-8054-114ce441239b","title":"AI for Research Workflows: Residency — Scale, Governance, and Measurement — tools, setup, and environment","description":"Lesson 3 of 8 in AI for Research Workflows: Residency — Scale, Governance, and Measurement: work through tools, setup, and environment and convert the result into a reusable part of the final team AI adoption pack using ChatGPT and Notion AI.","videoUrl":null,"videoFileName":null,"duration":9000,"position":2,"createdAt":"2026-05-26T07:50:06.887Z","updatedAt":"2026-05-26T07:50:06.887Z","courseId":"211d6916-b29c-43d5-a3a1-157081f27abc","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"acc8804e-2747-4caa-a300-e1c57687b074","title":"AI for Research Workflows: Residency — Scale, Governance, and Measurement — workflow design and handoffs","description":"Lesson 4 of 8 in AI for Research Workflows: Residency — Scale, Governance, and Measurement: work through workflow design and handoffs and convert the result into a reusable part of the final team AI adoption pack using ChatGPT and Notion AI.","videoUrl":null,"videoFileName":null,"duration":9000,"position":3,"createdAt":"2026-05-26T07:50:06.887Z","updatedAt":"2026-05-26T07:50:06.887Z","courseId":"211d6916-b29c-43d5-a3a1-157081f27abc","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"138f06dd-3f81-45dd-b583-697a1754f6f0","title":"AI for Research Workflows: Residency — Scale, Governance, and Measurement — guided cases and practice","description":"Lesson 5 of 8 in AI for Research Workflows: Residency — Scale, Governance, and Measurement: work through guided cases and practice and convert the result into a reusable part of the final team AI adoption pack using ChatGPT and Notion AI.","videoUrl":null,"videoFileName":null,"duration":9000,"position":4,"createdAt":"2026-05-26T07:50:06.887Z","updatedAt":"2026-05-26T07:50:06.887Z","courseId":"211d6916-b29c-43d5-a3a1-157081f27abc","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"7dae816f-5426-46b8-b24d-cea30814ce38","title":"AI for Research Workflows: Residency — Scale, Governance, and Measurement — AI safety and governance","description":"Lesson 6 of 8 in AI for Research Workflows: Residency — Scale, Governance, and Measurement: work through AI safety and governance and convert the result into a reusable part of the final team AI adoption pack using ChatGPT and Notion AI.","videoUrl":null,"videoFileName":null,"duration":9000,"position":5,"createdAt":"2026-05-26T07:50:06.887Z","updatedAt":"2026-05-26T07:50:06.887Z","courseId":"211d6916-b29c-43d5-a3a1-157081f27abc","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"87876680-0ff3-4795-bc15-cbfa838e9dd3","title":"AI for Research Workflows: Residency — Scale, Governance, and Measurement — assistant workflows","description":"Lesson 7 of 8 in AI for Research Workflows: Residency — Scale, Governance, and Measurement: work through assistant workflows and convert the result into a reusable part of the final team AI adoption pack using ChatGPT and Notion AI.","videoUrl":null,"videoFileName":null,"duration":9000,"position":6,"createdAt":"2026-05-26T07:50:06.887Z","updatedAt":"2026-05-26T07:50:06.887Z","courseId":"211d6916-b29c-43d5-a3a1-157081f27abc","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null},{"id":"09e31c21-23a8-46bd-acb0-47cc1f180e3b","title":"AI for Research Workflows: Residency — Scale, Governance, and Measurement — handoffs and documentation","description":"Lesson 8 of 8 in AI for Research Workflows: Residency — Scale, Governance, and Measurement: work through handoffs and documentation and convert the result into a reusable part of the final team AI adoption pack using ChatGPT and Notion AI.","videoUrl":null,"videoFileName":null,"duration":9000,"position":7,"createdAt":"2026-05-26T07:50:06.887Z","updatedAt":"2026-05-26T07:50:06.887Z","courseId":"211d6916-b29c-43d5-a3a1-157081f27abc","attachments":null,"dripDelayDays":null,"isFreePreview":false,"previewStartSeconds":0,"previewEndSeconds":null,"prerequisiteId":null,"unlockAt":null,"availablePricingTierIds":null}],"author":{"id":"9f25c35a-72f8-44be-a985-36613fc1c671","name":"David Hughes","avatarUrl":null,"bio":null,"socialLinks":null,"isPlatformRepresentative":false},"hasTeamOffer":false,"teamOfferSummary":null}