{"schema_version":"onlylabs.public_signal.v1","title":"Microsoft Repo: microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","description":"Microsoft repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/33c1dc91-4c90-435a-a328-6bef19cceb6c","json_url":"https://onlylabs.fyi/signals/33c1dc91-4c90-435a-a328-6bef19cceb6c/signal.json","generated_at":"2026-06-11T03:55:28.611738+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/33c1dc91-4c90-435a-a328-6bef19cceb6c","signal_json":"https://onlylabs.fyi/signals/33c1dc91-4c90-435a-a328-6bef19cceb6c/signal.json","source":"https://github.com/microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","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":"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/agentic-applications-for-unified-data-foundation-solution-accelerator (TSQL). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator · language TSQL · New solution accelerator repo by Microsoft. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand, Product and customer in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","source_host":"github.com","occurred_at":"2025-09-04T19:03:44+00:00","first_seen_at":"2026-06-08T07:01:04.198092+00:00","date_source":"source","context":"TSQL"},"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/agentic-applications-for-unified-data-foundation-solution-accelerator","source":"source"},{"label":"Language","value":"TSQL","source":"source"},{"label":"Stars","value":"103","source":"traction"},{"label":"Notability","value":"New solution accelerator repo by Microsoft","source":"signal"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"data","source":"radar"},{"label":"Matched term","value":"enterprise","source":"radar"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"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/agentic-applications-for-unified-data-foundation-solution-accelerator"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:55:28.611738+00:00"},"data_business":{"matches":true,"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/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"}],"matched_terms":["data","enterprise"],"score":26,"reason":"Microsoft has a repo signal matching data demand, product and customer."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/33c1dc91-4c90-435a-a328-6bef19cceb6c/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, 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/33c1dc91-4c90-435a-a328-6bef19cceb6c/signal.json","required":true},{"label":"source","url":"https://github.com/microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","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/agentic-applications-for-unified-data-foundation-solution-accelerator\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","text":"Microsoft published repo microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"is classified as","object":"repo signal","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator is classified as repo signal."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"belongs to","object":"repos desk","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator belongs to repos desk."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"has context","object":"TSQL","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator has context TSQL."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator has evidence coverage 1 captured evidence page."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"matches data-business lanes","object":"Data demand, Product and customer","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator matches data-business lanes Data demand, Product and customer."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"has captured page count","object":"1","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator has captured page count 1."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"has readable page count","object":"1","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator has readable page count 1."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"has related signal count","object":"6","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator has related signal count 6."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","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/agentic-applications-for-unified-data-foundation-solution-accelerator 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/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"has source host","object":"github.com","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator has source host github.com."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"has lab","object":"Microsoft","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator has lab Microsoft."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"has signal desk","object":"repos","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator has signal desk repos."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"has source host","object":"github.com","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator has source host github.com."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"has repository","object":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator has repository microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"has language","object":"TSQL","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator has language TSQL."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"has stars","object":"103","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator has stars 103."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"has notability","object":"New solution accelerator repo by Microsoft","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator has notability New solution accelerator repo by Microsoft."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"has radar lane","object":"Data demand","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator has radar lane Data demand."}]},"intelligence":{"signal_desk":"repos","answer":"Microsoft published microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator (TSQL). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator · language TSQL · New solution accelerator repo by Microsoft. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand, Product and customer in the data-business radar.","semantic_triples":[{"subject":"Microsoft","predicate":"published repo","object":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","text":"Microsoft published repo microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"is classified as","object":"repo signal","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator is classified as repo signal."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"belongs to","object":"repos desk","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator belongs to repos desk."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"has context","object":"TSQL","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator has context TSQL."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"has evidence coverage","object":"1 captured evidence page","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator has evidence coverage 1 captured evidence page."},{"subject":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","predicate":"matches data-business lanes","object":"Data demand, Product and customer","text":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator matches data-business lanes Data demand, Product and customer."}]},"signal":{"id":"33c1dc91-4c90-435a-a328-6bef19cceb6c","url":"https://onlylabs.fyi/signals/33c1dc91-4c90-435a-a328-6bef19cceb6c","json_url":"https://onlylabs.fyi/signals/33c1dc91-4c90-435a-a328-6bef19cceb6c/signal.json","source_url":"https://github.com/microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","title":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"TSQL","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2025-09-04T19:03:44+00:00","first_seen_at":"2026-06-08T07:01:04.198092+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/agentic-applications-for-unified-data-foundation-solution-accelerator"]},"facets":{"repo":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","language":"TSQL"},"traction":{"github_stars":103,"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":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product"}],"score":26,"matched_terms":["data","enterprise"],"reason":"Microsoft has a repo signal matching data demand, product and customer."}},"primary_evidence_page":{"url":"https://github.com/microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","final_url":"https://github.com/microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","title":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:55:28.611738+00:00","bytes":29669,"raw_path":"c4df400fc03db8793388704d37658cecd894296cd9e3004ef0694d690d792220.json","content_hash":"fac6ebf96310ec52dcb4351074d09d8919be05cda64060bfa284e0c745012edc","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator Description: This accelerator unifies enterprise data with Microsoft Fabric and applies agentic AI to enable faster, smarter decisions. With Microsoft Foundry agents and the Microsoft Agent Framework orchestration, teams can automate workflows, query data in natural language, and uncover insights that fuel agility, collaboration, and innovation. Language: TSQL License: MIT Stars: 103 Forks: 152 Open issues: 7 Created: 2025-09-04T19:03:44Z Pushed: 2026-06-10T20:15:16Z Default branch: main Fork: no Archived: no README: Agentic Applications for Unified Data Foundation <br/> This solution accelerator empowers organizations to make faster, smarter decisions at scale by leveraging agentic AI solutions built on a unified data foundation with Microsoft Fabric. With seamless integration of Microsoft Foundry agents and Agent Framework orchestration, teams can design intelligent workflows that automate routine processes, streamline operations, and enable natural language querying across enterprise datasets. This ensures that governed, high-quality data is accessible not only to technical specialists but also to..."},"evidence_pages":[{"url":"https://github.com/microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","final_url":"https://github.com/microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator","title":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:55:28.611738+00:00","bytes":29669,"raw_path":"c4df400fc03db8793388704d37658cecd894296cd9e3004ef0694d690d792220.json","content_hash":"fac6ebf96310ec52dcb4351074d09d8919be05cda64060bfa284e0c745012edc","excerpt_chars":1200,"truncated":true,"excerpt":"microsoft/agentic-applications-for-unified-data-foundation-solution-accelerator Description: This accelerator unifies enterprise data with Microsoft Fabric and applies agentic AI to enable faster, smarter decisions. With Microsoft Foundry agents and the Microsoft Agent Framework orchestration, teams can automate workflows, query data in natural language, and uncover insights that fuel agility, collaboration, and innovation. Language: TSQL License: MIT Stars: 103 Forks: 152 Open issues: 7 Created: 2025-09-04T19:03:44Z Pushed: 2026-06-10T20:15:16Z Default branch: main Fork: no Archived: no README: Agentic Applications for Unified Data Foundation <br/> This solution accelerator empowers organizations to make faster, smarter decisions at scale by leveraging agentic AI solutions built on a unified data foundation with Microsoft Fabric. With seamless integration of Microsoft Foundry agents and Agent Framework orchestration, teams can design intelligent workflows that automate routine processes, streamline operations, and enable natural language querying across enterprise datasets. This ensures that governed, high-quality data is accessible not only to technical specialists but also to..."}],"related_signals":[{"id":"8afe79f4-378b-4748-9e2a-3cf5e3253fdb","url":"https://onlylabs.fyi/signals/8afe79f4-378b-4748-9e2a-3cf5e3253fdb","source_url":"https://github.com/microsoft/Dev-Trio","title":"microsoft/Dev-Trio","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-08T03:41:01+00:00","first_seen_at":"2026-06-08T07:01:04.198092+00:00","date_source":"source"},{"id":"9e75fa50-dba7-4b77-9faf-166c323e3dff","url":"https://onlylabs.fyi/signals/9e75fa50-dba7-4b77-9faf-166c323e3dff","source_url":"https://github.com/microsoft/amplifier-app-paperclip","title":"microsoft/amplifier-app-paperclip","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-04T21:13:41+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"},{"id":"76cacf33-54b2-4074-bec0-23944d8fb67c","url":"https://onlylabs.fyi/signals/76cacf33-54b2-4074-bec0-23944d8fb67c","source_url":"https://github.com/microsoft/create-github-app-token-via-key-vault","title":"microsoft/create-github-app-token-via-key-vault","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-04T18:22:49+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"},{"id":"b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2","url":"https://onlylabs.fyi/signals/b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2","source_url":"https://github.com/microsoft/Enterprise-AI-Analytics-Pipeline","title":"microsoft/Enterprise-AI-Analytics-Pipeline","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"},{"id":"51a9ec5d-5f14-45d9-b57a-db362b5d1ace","url":"https://onlylabs.fyi/signals/51a9ec5d-5f14-45d9-b57a-db362b5d1ace","source_url":"https://github.com/microsoft/fabric-org-app-template","title":"microsoft/fabric-org-app-template","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-03T18:26:42+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"},{"id":"f26025da-153f-4d27-851c-7b4892602810","url":"https://onlylabs.fyi/signals/f26025da-153f-4d27-851c-7b4892602810","source_url":"https://github.com/microsoft/amplifier-bundle-amplifier-online","title":"microsoft/amplifier-bundle-amplifier-online","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-03T17:26:20+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source"}]}