{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/Enterprise-AI-Analytics-Pipeline","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2","json_url":"https://onlylabs.fyi/signals/b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2/signal.json","generated_at":"2026-06-11T01:53:09.2628+00:00","org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/microsoft","dossier_json_url":"https://onlylabs.fyi/labs/microsoft/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2","signal_json":"https://onlylabs.fyi/signals/b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2/signal.json","source":"https://github.com/microsoft/Enterprise-AI-Analytics-Pipeline","lab_dossier":"https://onlylabs.fyi/labs/microsoft","lab_dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis":"https://onlylabs.fyi/analysis/microsoft","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"},{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"},{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}]}},"answer_pack":{"answer":"Microsoft published microsoft/Enterprise-AI-Analytics-Pipeline. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/Enterprise-AI-Analytics-Pipeline · New repo, minimal traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand, Infrastructure, Product and customer in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/microsoft/Enterprise-AI-Analytics-Pipeline","source_host":"github.com","occurred_at":"2026-06-04T16:48:58+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Microsoft","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"microsoft/Enterprise-AI-Analytics-Pipeline","source":"source"},{"label":"Stars","value":"1","source":"traction"},{"label":"Notability","value":"New repo, minimal traction","source":"signal"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"data","source":"radar"},{"label":"Matched term","value":"systems","source":"radar"},{"label":"Matched term","value":"enterprise","source":"radar"},{"label":"Matched term","value":"solutions","source":"radar"},{"label":"Matched term","value":"support","source":"radar"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/microsoft/Enterprise-AI-Analytics-Pipeline"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T01:53:09.2628+00:00"},"data_business":{"matches":true,"lanes":[{"key":"data","label":"Data 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customer."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2/signal.json","dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/microsoft/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Which data-business lane explains this signal: Data demand, Infrastructure, Product and customer?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/Enterprise-AI-Analytics-Pipeline","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/microsoft/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/microsoft/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Microsoft's repo signal \"microsoft/Enterprise-AI-Analytics-Pipeline\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/Enterprise-AI-Analytics-Pipeline","text":"Microsoft published repo microsoft/Enterprise-AI-Analytics-Pipeline."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"is classified as","object":"repo signal","text":"microsoft/Enterprise-AI-Analytics-Pipeline is classified as repo signal."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"belongs to","object":"repos desk","text":"microsoft/Enterprise-AI-Analytics-Pipeline belongs to repos desk."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Enterprise-AI-Analytics-Pipeline has evidence coverage 1 captured evidence page."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"matches data-business lanes","object":"Data demand, Infrastructure, Product and customer","text":"microsoft/Enterprise-AI-Analytics-Pipeline matches data-business lanes Data demand, Infrastructure, Product and customer."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"has captured page count","object":"1","text":"microsoft/Enterprise-AI-Analytics-Pipeline has captured page count 1."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"has readable page count","object":"1","text":"microsoft/Enterprise-AI-Analytics-Pipeline has readable page count 1."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"has related signal count","object":"6","text":"microsoft/Enterprise-AI-Analytics-Pipeline has related signal count 6."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"microsoft/Enterprise-AI-Analytics-Pipeline has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"has source host","object":"github.com","text":"microsoft/Enterprise-AI-Analytics-Pipeline has source host github.com."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"has lab","object":"Microsoft","text":"microsoft/Enterprise-AI-Analytics-Pipeline has lab Microsoft."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"has signal desk","object":"repos","text":"microsoft/Enterprise-AI-Analytics-Pipeline has signal desk repos."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"has source host","object":"github.com","text":"microsoft/Enterprise-AI-Analytics-Pipeline has source host github.com."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"has repository","object":"microsoft/Enterprise-AI-Analytics-Pipeline","text":"microsoft/Enterprise-AI-Analytics-Pipeline has repository microsoft/Enterprise-AI-Analytics-Pipeline."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"has stars","object":"1","text":"microsoft/Enterprise-AI-Analytics-Pipeline has stars 1."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"has notability","object":"New repo, minimal traction","text":"microsoft/Enterprise-AI-Analytics-Pipeline has notability New repo, minimal traction."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"has radar lane","object":"Data demand","text":"microsoft/Enterprise-AI-Analytics-Pipeline has radar lane Data demand."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"has radar lane","object":"Infrastructure","text":"microsoft/Enterprise-AI-Analytics-Pipeline has radar lane Infrastructure."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/Enterprise-AI-Analytics-Pipeline. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/Enterprise-AI-Analytics-Pipeline · New repo, minimal traction. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand, Infrastructure, Product and customer in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/Enterprise-AI-Analytics-Pipeline","text":"Microsoft published repo microsoft/Enterprise-AI-Analytics-Pipeline."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"is classified as","object":"repo signal","text":"microsoft/Enterprise-AI-Analytics-Pipeline is classified as repo signal."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"belongs to","object":"repos desk","text":"microsoft/Enterprise-AI-Analytics-Pipeline belongs to repos desk."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/Enterprise-AI-Analytics-Pipeline has evidence coverage 1 captured evidence page."},{"subject":"microsoft/Enterprise-AI-Analytics-Pipeline","predicate":"matches data-business lanes","object":"Data demand, Infrastructure, Product and customer","text":"microsoft/Enterprise-AI-Analytics-Pipeline matches data-business lanes Data demand, Infrastructure, Product and customer."}]},"signal":{"id":"b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2","url":"https://onlylabs.fyi/signals/b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2","json_url":"https://onlylabs.fyi/signals/b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2/signal.json","source_url":"https://github.com/microsoft/Enterprise-AI-Analytics-Pipeline","title":"microsoft/Enterprise-AI-Analytics-Pipeline","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-04T16:48:58+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/microsoft/Enterprise-AI-Analytics-Pipeline"]},"facets":{"repo":"microsoft/Enterprise-AI-Analytics-Pipeline"},"traction":{"github_stars":1,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"},{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"},{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product"}],"score":42,"matched_terms":["data","systems","enterprise","solutions","support"],"reason":"Microsoft has a repo signal matching data demand, infrastructure, product and customer."}},"primary_evidence_page":{"url":"https://github.com/microsoft/Enterprise-AI-Analytics-Pipeline","final_url":"https://github.com/microsoft/Enterprise-AI-Analytics-Pipeline","title":"microsoft/Enterprise-AI-Analytics-Pipeline repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T01:53:09.2628+00:00","bytes":8830,"raw_path":"9ef730826d7aca5d372099607c9a2ec80d463c67b07e14236ccec55f767d1047.json","content_hash":"a4cf8c6621dce5bd8a165815a76ffcfbd383a4b30df07531ab5e3b4d0fde8fb9","excerpt_chars":1200,"truncated":false,"excerpt":"microsoft/Enterprise-AI-Analytics-Pipeline Description: Enterprise-grade Microsoft Fabric analytics pipeline for ingesting, transforming, and processing telemetry data across 365 Apps, Copilot, agents, and work solutions using data from Purview Unified Audit Log, Entra, Microsoft 365 Admin Center (MAC), and enterprise systems to support Power BI and reporting, analytics, and intelligence scenarios. Language: Python License: MIT Stars: 1 Forks: 1 Open issues: 0 Created: 2026-06-04T16:48:58Z Pushed: 2026-06-09T11:57:11Z Default branch: main Fork: no Archived: no README: none published or not readable through the GitHub API."},"evidence_pages":[{"url":"https://github.com/microsoft/Enterprise-AI-Analytics-Pipeline","final_url":"https://github.com/microsoft/Enterprise-AI-Analytics-Pipeline","title":"microsoft/Enterprise-AI-Analytics-Pipeline repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T01:53:09.2628+00:00","bytes":8830,"raw_path":"9ef730826d7aca5d372099607c9a2ec80d463c67b07e14236ccec55f767d1047.json","content_hash":"a4cf8c6621dce5bd8a165815a76ffcfbd383a4b30df07531ab5e3b4d0fde8fb9","excerpt_chars":1200,"truncated":false,"excerpt":"microsoft/Enterprise-AI-Analytics-Pipeline Description: Enterprise-grade Microsoft Fabric analytics pipeline for ingesting, transforming, and processing telemetry data across 365 Apps, Copilot, agents, and work solutions using data from Purview Unified Audit Log, Entra, Microsoft 365 Admin Center (MAC), and enterprise systems to support Power BI and reporting, analytics, and intelligence scenarios. 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