{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: Automating 90% of finance and legal work with agents","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/a760dae7-fa4b-4330-b780-cb3ecf956f1f","json_url":"https://onlylabs.fyi/signals/a760dae7-fa4b-4330-b780-cb3ecf956f1f/signal.json","generated_at":"2026-06-08T15:45:47.716+00:00","org":{"slug":"openai","name":"OpenAI","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/openai","dossier_json_url":"https://onlylabs.fyi/labs/openai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/a760dae7-fa4b-4330-b780-cb3ecf956f1f","signal_json":"https://onlylabs.fyi/signals/a760dae7-fa4b-4330-b780-cb3ecf956f1f/signal.json","source":"https://openai.com/index/hebbia","lab_dossier":"https://onlylabs.fyi/labs/openai","lab_dossier_json":"https://onlylabs.fyi/labs/openai/dossier.json","analysis":"https://onlylabs.fyi/analysis/openai","analysis_json":"https://onlylabs.fyi/analysis/openai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/openai/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":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","data_business":null},"answer_pack":{"answer":"OpenAI published Automating 90% of finance and legal work with agents. 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High-signal details: Notable research post from top lab · Automating 90% of finance and legal work with agents | OpenAI Hebbia’s deep research automates 90% of finance and legal work, powered by OpenAI Try now Contact sales.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://openai.com/index/hebbia","source_host":"openai.com","occurred_at":"2025-03-25T10:00:00+00:00","first_seen_at":"2026-06-05T05:42:57.832854+00:00","date_source":"rss.item_date","context":null},"context_markers":[{"label":"Lab","value":"OpenAI","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"openai.com","source":"source"},{"label":"Notability","value":"Notable research post from top lab","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch 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High-signal details: Notable research post from top lab · Automating 90% of finance and legal work with agents | OpenAI Hebbia’s deep research automates 90% of finance and legal work, powered by OpenAI Try now Contact sales.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"Automating 90% of finance and legal work with agents","text":"OpenAI published Automating 90% of finance and legal work with agents."},{"subject":"Automating 90% of finance and legal work with agents","predicate":"is classified as","object":"writing signal","text":"Automating 90% of finance and legal work with agents is classified as writing signal."},{"subject":"Automating 90% of finance and legal work with agents","predicate":"belongs to","object":"talking desk","text":"Automating 90% of finance and legal work with agents belongs to talking desk."},{"subject":"Automating 90% of finance and legal work with agents","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Automating 90% of finance and legal work with agents has evidence coverage 1 captured evidence page."}]},"signal":{"id":"a760dae7-fa4b-4330-b780-cb3ecf956f1f","url":"https://onlylabs.fyi/signals/a760dae7-fa4b-4330-b780-cb3ecf956f1f","json_url":"https://onlylabs.fyi/signals/a760dae7-fa4b-4330-b780-cb3ecf956f1f/signal.json","source_url":"https://openai.com/index/hebbia","title":"Automating 90% of finance and legal work with agents","summary":"OpenAI published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2025-03-25T10:00:00+00:00","first_seen_at":"2026-06-05T05:42:57.832854+00:00","date_source":"rss.item_date","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["exa"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://openai.com/index/hebbia"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://openai.com/index/hebbia","final_url":"https://openai.com/index/hebbia","title":"Automating 90% of finance and legal work with agents","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:45:47.716+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Automating 90% of finance and legal work with agents | OpenAI Hebbia’s deep research automates 90% of finance and legal work, powered by OpenAI Try now Contact sales Share Investors, bankers, consultants, and lawyers spend countless hours combing through market and equity research, virtual data rooms, contracts, and regulatory filings to make high-stakes decisions. Hebbia⁠ set out to change that with Matrix, a multi-agent AI platform designed to handle the most complex financial and legal workflows end-to-end. Rather than relying on a single AI model, Matrix orchestrates multiple AI agents in parallel, leveraging OpenAI’s o3‑mini, o1, and GPT‑4o all at once. The result: an “AI associate” that can perform in seconds what used to take entire teams days or weeks, and deep research that can process any amount of offline data to automate 90% of finance and legal work. > “We’re not just building a chatbot. We’re creating an agentic operating system that tackles the world’s most complex work.” George Sivulka, CEO at Hebbia Achieving state-of-the-art accuracy for professional tasks Working with early clients, the Hebbia team recognized the key limitation in today’s AI-powered research..."},"evidence_pages":[{"url":"https://openai.com/index/hebbia","final_url":"https://openai.com/index/hebbia","title":"Automating 90% of finance and legal work with agents","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:45:47.716+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Automating 90% of finance and legal work with agents | OpenAI Hebbia’s deep research automates 90% of finance and legal work, powered by OpenAI Try now Contact sales Share Investors, bankers, consultants, and lawyers spend countless hours combing through market and equity research, virtual data rooms, contracts, and regulatory filings to make high-stakes decisions. Hebbia⁠ set out to change that with Matrix, a multi-agent AI platform designed to handle the most complex financial and legal workflows end-to-end. Rather than relying on a single AI model, Matrix orchestrates multiple AI agents in parallel, leveraging OpenAI’s o3‑mini, o1, and GPT‑4o all at once. The result: an “AI associate” that can perform in seconds what used to take entire teams days or weeks, and deep research that can process any amount of offline data to automate 90% of finance and legal work. > “We’re not just building a chatbot. We’re creating an agentic operating system that tackles the world’s most complex work.” George Sivulka, CEO at Hebbia Achieving state-of-the-art accuracy for professional tasks Working with early clients, the Hebbia team recognized the key limitation in today’s AI-powered research..."}],"related_signals":[{"id":"b3668d3b-26d2-40c0-9d4f-ed1a67927aa4","url":"https://onlylabs.fyi/signals/b3668d3b-26d2-40c0-9d4f-ed1a67927aa4","source_url":"https://openai.com/index/supporting-eu-trustworthy-ai-ecosystem","title":"Supporting Europe’s work in ensuring a trustworthy AI ecosystem ","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-11T00:00:00+00:00","first_seen_at":"2026-06-11T08:00:56.140796+00:00","date_source":"rss.item_date"},{"id":"2638c0a7-b372-409c-ac72-f6d81d6464dc","url":"https://onlylabs.fyi/signals/2638c0a7-b372-409c-ac72-f6d81d6464dc","source_url":"https://openai.com/index/using-codex-to-simulate-black-holes","title":"How an astrophysicist uses Codex to help simulate black holes","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-11T00:00:00+00:00","first_seen_at":"2026-06-11T07:01:16.936464+00:00","date_source":"rss.item_date"},{"id":"509ea784-51ec-4ede-855b-5a4d1b27d3be","url":"https://onlylabs.fyi/signals/509ea784-51ec-4ede-855b-5a4d1b27d3be","source_url":"https://openai.com/index/openai-on-oracle-cloud","title":"Access OpenAI models and Codex through your Oracle cloud commitment","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-10T20:00:00+00:00","first_seen_at":"2026-06-11T07:01:16.936464+00:00","date_source":"rss.item_date"},{"id":"4f051449-87f2-466e-941e-b5918381a8fe","url":"https://onlylabs.fyi/signals/4f051449-87f2-466e-941e-b5918381a8fe","source_url":"https://openai.com/index/prc-linked-influence-operations-ai-debates","title":"PRC-linked influence operations are targeting AI debates in the US","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-10T12:00:00+00:00","first_seen_at":"2026-06-11T07:01:16.936464+00:00","date_source":"rss.item_date"},{"id":"4507c0c1-cb74-4bb3-b62b-5f6c2d37e20d","url":"https://onlylabs.fyi/signals/4507c0c1-cb74-4bb3-b62b-5f6c2d37e20d","source_url":"https://openai.com/index/lseg","title":"From data to decisions: how LSEG is scaling trusted AI","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-10T00:00:00+00:00","first_seen_at":"2026-06-10T09:18:54.26094+00:00","date_source":"rss.item_date"},{"id":"fb16aa7a-c4ef-4859-b514-0839c2f1330d","url":"https://onlylabs.fyi/signals/fb16aa7a-c4ef-4859-b514-0839c2f1330d","source_url":"https://openai.com/index/nextdoor","title":"How engineers at Nextdoor use Codex to build without limits","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-09T12:00:00+00:00","first_seen_at":"2026-06-10T07:01:28.700378+00:00","date_source":"rss.item_date"}]}