{"kind":"site-task","row":{"site":"d2l.com","task":"education.use_brightspace_lms","health":"degraded","aes":80,"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.099324-0.993155, and Beta posterior mean 0.577778."},"freshness":{"updated_at":"2026-11-02T07:36:32.361Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"known_blockers":["login_required"],"recipe_uri":"recipe://d2l.com/education.use_brightspace_lms/public-preflight-v1","evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["top100-education-29-d2lcom-educationuse-brightspace-lms"],"latest_evidence_id":"top100-education-29-d2lcom-educationuse-brightspace-lms","notes":["Public docs parseable; the LMS is institution-gated.","Source: https://www.d2l.com/brightspace/"]},"category":"education"},"siteName":"D2l","taskPhrase":"use Brightspace Lms","taskTitle":"Education / Use Brightspace Lms","categoryTitle":"Education","categoryKey":"education","verdict":"Yes, with a human handoff","tone":"warning","verdictSentence":"Yes, with a human handoff - as of Nov 2, 2026, CrawlDex evidence shows that AI agents can use Brightspace Lms on D2l with a human handoff. 80% task outcome signal across 2 observations; leading observed condition: Login Required.","citation":{"openingParagraph":"As of Nov 2, 2026, CrawlDex verdict for d2l.com/education.use_brightspace_lms is Yes, with a human handoff (n=2).","sourceLine":"Source: CrawlDex, 2 observations, November 2026 — https://crawldex.com/sites/d2l.com/education.use_brightspace_lms","wordCount":16},"outcomeRate":80,"outcomeSplit":{"success":19,"handoff":46,"partial":15,"blocked":20},"topBlocker":"login_required","bodySections":["attempt","evidence","agent_builders","blockers","handoff","recipe"],"gate":{"indexable":true,"reasons":[],"bodySectionCount":6},"paths":{"canonical":"/sites/d2l.com/education.use_brightspace_lms","markdown":"/sites/d2l.com/education.use_brightspace_lms.md","json":"/sites/d2l.com/education.use_brightspace_lms/data","apiStatus":"/api/v1/status/d2l.com","apiRecipe":"/api/v1/recipes/d2l.com/education.use_brightspace_lms"},"breadcrumbs":[{"name":"Home","href":"/"},{"name":"Education","href":"/categories/education"},{"name":"D2l","href":"/sites/d2l.com"},{"name":"Education / Use Brightspace Lms","href":"/sites/d2l.com/education.use_brightspace_lms"}],"lattice":{"primary":[{"href":"/sites/d2l.com","label":"D2l agent reliability report"},{"href":"/tasks","label":"Browse agent task evidence"},{"href":"/submit","label":"Submit an observation for D2l use Brightspace Lms"}],"blockers":[{"href":"/blockers/login_required","label":"Websites with Login Required friction"}],"siblingSites":[],"otherSiteTasks":[],"mesh":[{"href":"/sites/coursera.org/education.request_refund","label":"Coursera request Refund report","note":"Education evidence"},{"href":"/sites/powerschool.com/education.access_student_information","label":"Powerschool access Student Information report","note":"Education evidence"},{"href":"/sites/collegeboard.org/education.register_sat_and_css_profile","label":"Collegeboard register Sat And Css Profile report","note":"Education evidence"},{"href":"/sites/wisc.edu/education.find_admissions_info","label":"Wisc find Admissions Info report","note":"Education evidence"}]},"metadata":{"title":"Can an AI agent use Brightspace Lms on D2l? (November 2026) - CrawlDex","description":"Yes, with a human handoff on Nov 2, 2026: 80% outcome signal across 2 observations for D2l use Brightspace Lms.","monthYear":"November 2026","lastVerified":"Nov 2, 2026","observations":2},"publisherVoice":{"domain":"d2l.com","claimed":false,"statement":null,"agents_welcome":null,"entry_urls":[],"support_channels":[],"deprecation_notice":null,"updated_at":null}}