{"observation":{"id":"e181aa66-75ab-4b14-a804-0bb3f6481466","tool":"granola","tool_name":"Granola","criterion":"editability","criterion_name":"Editability","criterion_definition":"Can you fix a wrong summary or action item before sharing?","criterion_evidence_type":"capability","criterion_rank_role":"context","criterion_rank_role_reason":"Being able to fix mistakes before sharing is valuable, but it does not by itself measure how well the tool captures the meeting in the first place. (3 of 3 judges)","scenario":"ai-demos-daily-standup-31-july-2026","scenario_name":"AI Demos Daily Standup — 31 July 2026","group_tag":"ai-meeting-notetaker","scenario_description":"A real 25-minute technical engineering daily standup with 14 attendees and about 10 active speakers, used as the single parallel-capture meeting for evaluating AI meeting notetakers on transcription, diarization, summaries, action items, search/chat, and collaboration features.","modality":"image","input_text":null,"input_artifact_refs":[{"alt":null,"url":"https://cdn.futuresmart.ai/public/aidemos/547dd6f13e4a420fa8ad7bf2c88c7612.png?v=1","role":"input","filename":"31-july-meeting-screenshot.png"}],"stresses":["Transcription accuracy for real names, tool names, numbers, and technical jargon","Speaker diarization across multiple active speakers","Robustness to overlapping speech, crosstalk, and rapid turn-taking","Join reliability for bot-based and botless capture","Summary quality on identical source material","Action-item extraction with correct owners and commitments","Topic segmentation of standup updates","Search and chat grounded in the meeting content","Sharing, API, MCP, integrations, plan limits, languages, and privacy feature coverage"],"verdict":"mixed","score":null,"score_total":null,"note":"Granola supports editing the summary layer, but transcript text is not editable in-app; the report describes transcript correction as locked by design, so users can fix notes and action items but not the underlying transcript.","evidence_state":"verified","source":null,"artifacts":[{"url":"https://cdn.futuresmart.ai/public/aidemos/d2e0703f86a040cea768260e1ddae9f4.png?v=1","role":"output","alt":null},{"url":"https://cdn.futuresmart.ai/public/aidemos/ccd8471f6f91484e8e74d690e60540d8.png?v=1","role":"output","alt":null}],"run_id":"ace58582-3d1e-48ee-996c-9b3cd03f27a2","study_title":"AI Meeting Notetakers — Capture Accurate Transcripts, Summaries & Action Items From Live Calls","study_kind":"generation","research_task":"86baxegnv","tested_at":null,"completeness":"input-and-output","input":{"state":"files","text":null,"files":[{"url":"https://cdn.futuresmart.ai/public/aidemos/547dd6f13e4a420fa8ad7bf2c88c7612.png?v=1","filename":"31-july-meeting-screenshot.png","alt":"AI Demos Daily Standup — 31 July 2026","role":"input"}],"modality":"image","stresses":["Transcription accuracy for real names, tool names, numbers, and technical jargon","Speaker diarization across multiple active speakers","Robustness to overlapping speech, crosstalk, and rapid turn-taking","Join reliability for bot-based and botless capture","Summary quality on identical source material","Action-item extraction with correct owners and commitments","Topic segmentation of standup updates","Search and chat grounded in the meeting content","Sharing, API, MCP, integrations, plan limits, languages, and privacy feature coverage"]},"tool_page_slug":"granola","tool_url":"https://aidemos.com/tools/granola","permalink":"https://aidemos.com/evidence/e181aa66-75ab-4b14-a804-0bb3f6481466","api_url":"https://ai.aidemos.com/v1/observations/e181aa66-75ab-4b14-a804-0bb3f6481466"},"peers":[{"id":"a47ae17f-dfbd-439c-9ba9-e3153156cca8","tool":"fellow","tool_name":"Fellow","verdict":"mixed","score":null,"score_total":null,"note":"Summary and action items are editable inline before sharing, but the transcript itself is locked for audit-trail purposes, so editing is only partial.","artifact_count":1,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/14b659d136f643cca123a6031ecfdee2.png?v=1","evidence_url":"https://aidemos.com/evidence/a47ae17f-dfbd-439c-9ba9-e3153156cca8"},{"id":"0a57537c-4ad4-4b2f-8115-4281f671bd30","tool":"meetgeek","tool_name":"MeetGeek","verdict":"worked","score":null,"score_total":null,"note":"Users can edit generated outputs inline before sharing; the report says summary, action items, and the full transcript are all editable, and the UI shows editable summary text.","artifact_count":1,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/c7ceaf56115b45bb86e3c89f78424ea4.png?v=1","evidence_url":"https://aidemos.com/evidence/0a57537c-4ad4-4b2f-8115-4281f671bd30"},{"id":"0364fbbc-9644-47cc-97a6-60174baab699","tool":"otter-ai","tool_name":"Otter.ai","verdict":"worked","score":null,"score_total":null,"note":"Otter exposes inline editing controls for transcript and summary outputs before sharing, so wrong content can be corrected in-product rather than only exported as-is.","artifact_count":2,"thumbnail":"https://cdn.futuresmart.ai/public/aidemos/a0307003e47741e68372b1f2d17c91ec.png?v=1","evidence_url":"https://aidemos.com/evidence/0364fbbc-9644-47cc-97a6-60174baab699"}],"other_criteria":[{"id":"9af81f24-1ac8-4a6a-b543-1959eafc22b0","criterion":"action-item-extraction","criterion_name":"Action-Item Extraction","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Granola extracts concrete next steps with ownership: the visible action item says to create a subtask and add details, names Mahreen Fathima as owner, and marks the item for same-day follow-up; the report says the extracted list contained no false positives.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/9af81f24-1ac8-4a6a-b543-1959eafc22b0"},{"id":"633e805b-8efa-4b9f-8667-7b79bb93072c","criterion":"chat-with-notes-ask-questions","criterion_name":"Chat with Notes / Ask Questions","rank_role":"context","verdict":"worked","score":null,"score_total":null,"note":"The chat/Q&A surface gives grounded answers from the meeting record: on the tool-access question it says access was confirmed that day, cites both the notes and transcript, and identifies rerunning testing as the next step.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/633e805b-8efa-4b9f-8667-7b79bb93072c"},{"id":"c83c6126-1c92-4f50-a102-cbdfe3713f0f","criterion":"join-method-reliability","criterion_name":"Join Method & Reliability","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"The botless desktop capture recorded the full ~25-minute meeting end-to-end without visible dropouts; the transcript reaches the call’s closing lines, indicating uninterrupted capture rather than a mid-call failure.","artifact_count":3,"evidence_url":"https://aidemos.com/evidence/c83c6126-1c92-4f50-a102-cbdfe3713f0f"},{"id":"a5c429f5-458e-4d15-807a-a871c71e38be","criterion":"search-across-notes","criterion_name":"Search Across Notes","rank_role":"context","verdict":"worked","score":null,"score_total":null,"note":"Granola’s note search returns exact-match results with navigation: a query for 'api' produced a 1/1 hit and highlighted the matched word in the transcript, so keyword lookup works directly inside the meeting note.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/a5c429f5-458e-4d15-807a-a871c71e38be"},{"id":"73b827a9-4822-4d1e-a8ad-b6853c5eab4d","criterion":"speaker-diarization","criterion_name":"Speaker Diarization","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"Granola’s default capture does not attribute speakers: the settings panel shows Speaker tags switched off, and the transcript excerpt is a plain text wall with no speaker labels, so diarization is absent unless the user manually enables it.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/73b827a9-4822-4d1e-a8ad-b6853c5eab4d"},{"id":"d9b8082d-37a5-4e94-8412-e2a6d59d4aa3","criterion":"summary-quality","criterion_name":"Summary Quality","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Granola produces skimmable summaries with named sections; the meeting output is organized into at least three top-level sections, including Use Case Status and Review Progress, Tool Research and Publishing, and Access Tracker Updates.","artifact_count":4,"evidence_url":"https://aidemos.com/evidence/d9b8082d-37a5-4e94-8412-e2a6d59d4aa3"},{"id":"e10b1e9f-289c-4e45-bb24-24d7b3063e1e","criterion":"topic-segmentation","criterion_name":"Topic Segmentation","rank_role":"context","verdict":"worked","score":null,"score_total":null,"note":"The notes are split into named topic sections instead of one long blob; the published section header 'Diagram Animation and Other Use Cases' and the report’s multi-section summary structure show logical breakpoints for navigation.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/e10b1e9f-289c-4e45-bb24-24d7b3063e1e"},{"id":"87d23b55-bc59-4d3e-8547-9b80fc1107f6","criterion":"transcription-accuracy","criterion_name":"Transcription Accuracy","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"On this 25-minute, multi-speaker standup, Granola’s transcript quality is unreliable: the published excerpt shows garbled phrasing and mistranscribed wording, and the report says the mishearing pattern recurs across early, middle, and late sections rather than being isolated to one moment.","artifact_count":2,"evidence_url":"https://aidemos.com/evidence/87d23b55-bc59-4d3e-8547-9b80fc1107f6"}],"appears_in":[{"page_type":"ranking","slug":"ai-meeting-notetakers","title":"Best AI Meeting Notetakers for Accurate Transcripts, Summaries, and Action Items","url":"https://aidemos.com/best/ai-meeting-notetakers","binding":"run"}],"same_scenario":[{"id":"a47ae17f-dfbd-439c-9ba9-e3153156cca8","tool":"fellow","tool_name":"Fellow","verdict":"mixed","score":null,"score_total":null,"note":"Summary and action items are editable inline before sharing, but the transcript itself is locked for audit-trail purposes, so editing is only partial."},{"id":"0a57537c-4ad4-4b2f-8115-4281f671bd30","tool":"meetgeek","tool_name":"MeetGeek","verdict":"worked","score":null,"score_total":null,"note":"Users can edit generated outputs inline before sharing; the report says summary, action items, and the full transcript are all editable, and the UI shows editable summary text."},{"id":"0364fbbc-9644-47cc-97a6-60174baab699","tool":"otter-ai","tool_name":"Otter.ai","verdict":"worked","score":null,"score_total":null,"note":"Otter exposes inline editing controls for transcript and summary outputs before sharing, so wrong content can be corrected in-product rather than only exported as-is."}]}