{"schema_version":"onlylabs.data_opportunities.v1","title":"Data-business opportunities","description":"Ranked onlylabs account queue for data-business opportunities across frontier-lab public signals, including dossier, evidence, lane, and signal JSON links for agents.","url":"https://onlylabs.fyi/opportunities","json_url":"https://onlylabs.fyi/opportunities.json","generated_at":"2026-06-11T18:04:24.217Z","summary":"9 frontier accounts are ranked from 80 data-business radar signals. 8 are priority accounts; NVIDIA leads with 5 active lanes.","source":{"radar_url":"https://onlylabs.fyi/data-radar","radar_json_url":"https://onlylabs.fyi/data-radar.json","radar_generated_at":"2026-06-11T18:04:24.217Z","radar_signals":80},"answer_pack":{"answer":"Data-business opportunities ranks 9 frontier accounts from 80 data-business radar signals: 8 priority, 0 active, and 1 watch. NVIDIA leads with a 558 opportunity score, 19 matched signals, and 5 active lanes. The infrastructure lane has the most pressure with 36 matched signals. Next handoff question: Where are frontier labs investing in platforms, systems, inference, training, GPU clusters, scaling, or reliability?","tiers":{"priority":8,"active":0,"watch":1},"top_account":{"org_slug":"nvidia","org_name":"NVIDIA","tier":"priority","score":558,"signal_count":19,"active_lanes":[{"key":"infrastructure","label":"Infrastructure","count":16,"url":"https://onlylabs.fyi/data-radar/infrastructure"},{"key":"data","label":"Data demand","count":7,"url":"https://onlylabs.fyi/data-radar/data"},{"key":"product","label":"Product and customer","count":6,"url":"https://onlylabs.fyi/data-radar/product"},{"key":"evals","label":"Evals and quality","count":4,"url":"https://onlylabs.fyi/data-radar/evals"},{"key":"safety","label":"Safety and policy","count":1,"url":"https://onlylabs.fyi/data-radar/safety"}],"why":"NVIDIA shows 5 active data-business lanes across 19 matched signals. Strongest cue: NVIDIA has a writing signal matching data demand, infrastructure, safety and policy, product and customer.","urls":{"account":"https://onlylabs.fyi/labs/nvidia","dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/evidence.json"},"agent_handoff":{"objective":"Inspect NVIDIA as a priority data-business opportunity with score 558, 19 matched signals, and active lanes: infrastructure, data demand, product and customer, evals and quality, safety and policy.","next_questions":["Where are frontier labs investing in platforms, systems, inference, training, GPU clusters, scaling, or reliability?","Where are frontier labs showing demand for data work, datasets, curation, labeling, retrieval, or governance?","Where are frontier labs showing product, enterprise, customer, GTM, deployment, or support demand?","Where are frontier labs exposing eval, benchmark, quality, red-team, observability, or model behavior testing demand?","Which top signal has the strongest source-backed evidence for outreach?","What data, eval, infrastructure, safety, product, or GTM need should the account brief lead with?"],"required_sources":["lab dossier JSON","analysis evidence JSON","data radar lane JSON","top signal detail JSON","source URL or captured page"],"output_fields":["org","account_tier","opportunity_score","active_lanes","signal_ids","data_business_need","evidence_url","recommended_next_action"],"urls":{"account":"https://onlylabs.fyi/labs/nvidia","dossier_json":"https://onlylabs.fyi/labs/nvidia/dossier.json","analysis":"https://onlylabs.fyi/analysis/nvidia","analysis_evidence_json":"https://onlylabs.fyi/analysis/nvidia/evidence.json","opportunities_json":"https://onlylabs.fyi/opportunities.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","signals":"https://onlylabs.fyi/signals?category=frontier-lab"},"evidence_refs":[{"signal_id":"52feca16-6688-4e55-ae81-106d3bb5ade8","title":"Why 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matching data demand, evals and quality, infrastructure."},{"signal_id":"a1f83015-fdf5-4d2a-9abd-08e6d42439d8","title":"NVIDIA Confidential Computing to Help Expand Apple’s Private Cloud Compute","kind":"post_published","source_url":"https://blogs.nvidia.com/blog/nvidia-confidential-computing-apple-private-cloud-compute/","json_url":"https://onlylabs.fyi/signals/a1f83015-fdf5-4d2a-9abd-08e6d42439d8/signal.json","lanes":["data","infrastructure","product"],"score":41,"matched_terms":["data","rag","inference","gpu","support"],"reason":"NVIDIA has a writing signal matching data demand, infrastructure, product and customer."},{"signal_id":"ce9088c8-6402-43b7-9624-07902c99148e","title":"NVIDIA and LG Group Build an AI Factory to Advance Physical AI, Mobility and AI 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customer."}]}},"lane_pressure":[{"key":"infrastructure","label":"Infrastructure","count":36,"url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"},{"key":"product","label":"Product and customer","count":31,"url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"},{"key":"data","label":"Data demand","count":24,"url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"},{"key":"safety","label":"Safety and policy","count":16,"url":"https://onlylabs.fyi/data-radar/safety","json_url":"https://onlylabs.fyi/data-radar/safety/signals.json"},{"key":"evals","label":"Evals and quality","count":9,"url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"}],"next_best_questions":["Where are frontier labs investing in platforms, systems, inference, training, GPU clusters, scaling, or reliability?","Where are frontier labs showing demand for data work, datasets, curation, labeling, retrieval, or governance?","Where are frontier labs showing product, enterprise, customer, GTM, deployment, or support demand?","Where are frontier labs exposing eval, benchmark, quality, red-team, observability, or model behavior testing demand?","Where are frontier labs creating demand around safety, alignment, trust, security, compliance, or policy work?"],"semantic_triples":[{"subject":"Data-business opportunity queue","predicate":"has account count","object":"9","text":"Data-business opportunity queue has account count 9."},{"subject":"Data-business opportunity queue","predicate":"has radar signal count","object":"80","text":"Data-business opportunity queue has radar signal count 80."},{"subject":"Data-business opportunity queue","predicate":"has priority account count","object":"8","text":"Data-business opportunity queue has priority account count 8."},{"subject":"NVIDIA","predicate":"leads data-business opportunities with score","object":"558","text":"NVIDIA leads data-business opportunities with score 558."},{"subject":"NVIDIA","predicate":"has active data-business lane count","object":"5","text":"NVIDIA has active data-business lane count 5."},{"subject":"Data-business top lane pressure","predicate":"is","object":"Infrastructure with 36 signals","text":"Data-business top lane pressure is Infrastructure with 36 signals."},{"subject":"NVIDIA strongest signal","predicate":"is","object":"Why Financial Institutions Are Converging on Transaction Foundation Models to Build Their Own Intelligence","text":"NVIDIA strongest signal is Why Financial Institutions Are Converging on Transaction Foundation Models to Build Their Own Intelligence."}]},"totals":{"accounts":9,"priority":8,"active":0,"watch":1,"radar_signals":80},"opportunities":[{"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"tier":"priority","score":558,"active_lanes":[{"key":"infrastructure","label":"Infrastructure","short_label":"Infra","count":16,"url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"},{"key":"data","label":"Data demand","short_label":"Data","count":7,"url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"},{"key":"product","label":"Product and customer","short_label":"Product","count":6,"url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"},{"key":"evals","label":"Evals and 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Strongest cue: NVIDIA has a writing signal matching data demand, infrastructure, safety and policy, product and customer.","agent_handoff":{"objective":"Inspect NVIDIA as a priority data-business opportunity with score 558, 19 matched signals, and active lanes: infrastructure, data demand, product and customer, evals and quality, safety and policy.","next_questions":["Where are frontier labs investing in platforms, systems, inference, training, GPU clusters, scaling, or reliability?","Where are frontier labs showing demand for data work, datasets, curation, labeling, retrieval, or governance?","Where are frontier labs showing product, enterprise, customer, GTM, deployment, or support demand?","Where are frontier labs exposing eval, benchmark, quality, red-team, observability, or model behavior testing demand?","Which top signal has the strongest source-backed evidence for outreach?","What data, eval, infrastructure, safety, product, or GTM need should the account brief lead 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training, GPU clusters, scaling, or reliability?","Where are frontier labs showing demand for data work, datasets, curation, labeling, retrieval, or governance?","Where are frontier labs showing product, enterprise, customer, GTM, deployment, or support demand?","Where are frontier labs exposing eval, benchmark, quality, red-team, observability, or model behavior testing 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context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-06-01T05:00:56+00:00","first_seen_at":"2026-06-05T20:58:40.457541+00:00","date_source":"rss.item_date","evidence_coverage":null,"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"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":29,"matched_terms":["infra","infrastructure","scaling","enterprise"],"reason":"NVIDIA has a writing signal matching infrastructure, product and 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Strongest cue: Microsoft has a repo signal matching data demand, infrastructure, product and customer.","agent_handoff":{"objective":"Inspect Microsoft as a priority data-business opportunity with score 139, 3 matched signals, and active lanes: evals and quality, infrastructure, data demand, product and customer.","next_questions":["Where are frontier labs exposing eval, benchmark, quality, red-team, observability, or model behavior testing demand?","Where are frontier labs investing in platforms, systems, inference, training, GPU clusters, scaling, or reliability?","Where are frontier labs showing demand for data work, datasets, curation, labeling, retrieval, or governance?","Where are frontier labs showing product, enterprise, customer, GTM, deployment, or support demand?","Which top signal has the strongest source-backed evidence for outreach?","What data, eval, infrastructure, safety, product, or GTM need should the account brief lead with?"],"required_sources":["lab dossier 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page"],"output_fields":["org","account_tier","opportunity_score","active_lanes","signal_ids","data_business_need","evidence_url","recommended_next_action"],"urls":{"account":"https://onlylabs.fyi/labs/microsoft","dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis":"https://onlylabs.fyi/analysis/microsoft","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/evidence.json","opportunities_json":"https://onlylabs.fyi/opportunities.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","signals":"https://onlylabs.fyi/signals?category=frontier-lab"},"evidence_refs":[{"signal_id":"b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2","title":"microsoft/Enterprise-AI-Analytics-Pipeline","kind":"repo_new","source_url":"https://github.com/microsoft/Enterprise-AI-Analytics-Pipeline","json_url":"https://onlylabs.fyi/signals/b2f7bcbd-9db3-4785-8a2a-2e0e0cb22ed2/signal.json","lanes":["data","infrastructure","product"],"score":42,"matched_terms":["data","systems","enterprise","solutions","support"],"reason":"Microsoft has a repo signal matching data demand, infrastructure, product and customer."},{"signal_id":"3ebeebe9-57ba-4ce6-93f8-bf02cce6e96d","title":"microsoft/RHELM","kind":"repo_new","source_url":"https://github.com/microsoft/RHELM","json_url":"https://onlylabs.fyi/signals/3ebeebe9-57ba-4ce6-93f8-bf02cce6e96d/signal.json","lanes":["evals","infrastructure"],"score":30,"matched_terms":["eval","benchmark","benchmarks","systems"],"reason":"Microsoft has a repo signal matching evals and quality, infrastructure."},{"signal_id":"8d4dafc7-cdc7-400d-919f-0ab23460cab9","title":"microsoft/fabric-spark-benchmarks","kind":"repo_new","source_url":"https://github.com/microsoft/fabric-spark-benchmarks","json_url":"https://onlylabs.fyi/signals/8d4dafc7-cdc7-400d-919f-0ab23460cab9/signal.json","lanes":["evals"],"score":16,"matched_terms":["benchmark","benchmarks"],"reason":"Microsoft has a repo signal matching evals and quality."}]},"next_best_questions":["Where are frontier labs exposing eval, benchmark, quality, red-team, observability, or model behavior testing demand?","Where are frontier labs investing in platforms, systems, inference, training, GPU clusters, scaling, or reliability?","Where are frontier labs showing demand for data work, datasets, curation, labeling, retrieval, or governance?","Where are frontier labs showing product, enterprise, customer, GTM, deployment, or support demand?"],"urls":{"account":"https://onlylabs.fyi/labs/microsoft","dossier_json":"https://onlylabs.fyi/labs/microsoft/dossier.json","analysis":"https://onlylabs.fyi/analysis/microsoft","analysis_evidence_json":"https://onlylabs.fyi/analysis/microsoft/evidence.json","data_radar":"https://onlylabs.fyi/data-radar","signals":"https://onlylabs.fyi/signals?category=frontier-lab"},"top_signals":[{"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 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customer."}},{"id":"3ebeebe9-57ba-4ce6-93f8-bf02cce6e96d","url":"https://onlylabs.fyi/signals/3ebeebe9-57ba-4ce6-93f8-bf02cce6e96d","json_url":"https://onlylabs.fyi/signals/3ebeebe9-57ba-4ce6-93f8-bf02cce6e96d/signal.json","source_url":"https://github.com/microsoft/RHELM","title":"microsoft/RHELM","summary":"Microsoft published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"HTML","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-06-01T04:59:56+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source","evidence_coverage":null,"facets":{"repo":"microsoft/RHELM","language":"HTML"},"traction":{"github_stars":8,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"evals","label":"Evals and 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work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"microsoft","name":"Microsoft","category":"frontier-lab"},"occurred_at":"2026-05-26T21:48:47+00:00","first_seen_at":"2026-06-05T20:58:41.438741+00:00","date_source":"source","evidence_coverage":null,"facets":{"repo":"microsoft/fabric-spark-benchmarks","language":"Python"},"traction":{"github_stars":0,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals"}],"score":16,"matched_terms":["benchmark","benchmarks"],"reason":"Microsoft has a repo signal matching evals and quality."}}]},{"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"tier":"priority","score":91,"active_lanes":[{"key":"data","label":"Data 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Strongest cue: Amazon (Nova) has a writing signal matching data demand, evals and quality.","agent_handoff":{"objective":"Inspect Amazon (Nova) as a priority data-business opportunity with score 91, 2 matched signals, and active lanes: data demand, evals and quality, infrastructure.","next_questions":["Where are frontier labs showing demand for data work, datasets, curation, labeling, retrieval, or governance?","Where are frontier labs exposing eval, benchmark, quality, red-team, observability, or model behavior testing demand?","Where are frontier labs investing in platforms, systems, inference, training, GPU clusters, scaling, or reliability?","Which top signal has the strongest source-backed evidence for outreach?","What data, eval, infrastructure, safety, product, or GTM need should the account brief lead with?"],"required_sources":["lab dossier JSON","analysis evidence JSON","data radar lane JSON","top signal detail JSON","source URL or captured page"],"output_fields":["org","account_tier","opportunity_score","active_lanes","signal_ids","data_business_need","evidence_url","recommended_next_action"],"urls":{"account":"https://onlylabs.fyi/labs/amazon","dossier_json":"https://onlylabs.fyi/labs/amazon/dossier.json","analysis":"https://onlylabs.fyi/analysis/amazon","analysis_evidence_json":"https://onlylabs.fyi/analysis/amazon/evidence.json","opportunities_json":"https://onlylabs.fyi/opportunities.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","signals":"https://onlylabs.fyi/signals?category=frontier-lab"},"evidence_refs":[{"signal_id":"1745a0a9-a045-456c-a1f7-f4123168fe17","title":"Ground truth is a process, not a 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observability, or model behavior testing demand?","Where are frontier labs investing in platforms, systems, inference, training, GPU clusters, scaling, or reliability?"],"urls":{"account":"https://onlylabs.fyi/labs/amazon","dossier_json":"https://onlylabs.fyi/labs/amazon/dossier.json","analysis":"https://onlylabs.fyi/analysis/amazon","analysis_evidence_json":"https://onlylabs.fyi/analysis/amazon/evidence.json","data_radar":"https://onlylabs.fyi/data-radar","signals":"https://onlylabs.fyi/signals?category=frontier-lab"},"top_signals":[{"id":"1745a0a9-a045-456c-a1f7-f4123168fe17","url":"https://onlylabs.fyi/signals/1745a0a9-a045-456c-a1f7-f4123168fe17","json_url":"https://onlylabs.fyi/signals/1745a0a9-a045-456c-a1f7-f4123168fe17/signal.json","source_url":"https://www.amazon.science/blog/ground-truth-is-a-process-not-a-dataset","title":"Ground truth is a process, not a dataset","summary":"Amazon (Nova) 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":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-06-03T15:56:57+00:00","first_seen_at":"2026-06-05T20:58:33.860301+00:00","date_source":"rss.item_date","evidence_coverage":null,"facets":{},"traction":{"github_stars":null,"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":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals"}],"score":27,"matched_terms":["data","dataset","benchmark"],"reason":"Amazon (Nova) has a writing signal matching data demand, evals and quality."}},{"id":"8af28f0c-7331-4b08-b517-e18b3555e503","url":"https://onlylabs.fyi/signals/8af28f0c-7331-4b08-b517-e18b3555e503","json_url":"https://onlylabs.fyi/signals/8af28f0c-7331-4b08-b517-e18b3555e503/signal.json","source_url":"https://github.com/amazon-science/EvoMAS","title":"amazon-science/EvoMAS","summary":"Amazon (Nova) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"amazon","name":"Amazon (Nova)","category":"frontier-lab"},"occurred_at":"2026-05-19T19:23:29+00:00","first_seen_at":"2026-06-05T20:58:37.464059+00:00","date_source":"source","evidence_coverage":null,"facets":{"repo":"amazon-science/EvoMAS","language":"Python"},"traction":{"github_stars":3,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"data","label":"Data 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customer","short_label":"Product","count":1,"url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}],"signal_count":2,"latest_signal_at":"2026-06-11T03:28:13.349+00:00","why":"Mistral AI shows 3 active data-business lanes across 2 matched signals. Strongest cue: Mistral AI has a job signal matching infrastructure, product and customer.","agent_handoff":{"objective":"Inspect Mistral AI as a priority data-business opportunity with score 82, 2 matched signals, and active lanes: data demand, infrastructure, product and customer.","next_questions":["Where are frontier labs showing demand for data work, datasets, curation, labeling, retrieval, or governance?","Where are frontier labs investing in platforms, systems, inference, training, GPU clusters, scaling, or reliability?","Where are frontier labs showing product, enterprise, customer, GTM, deployment, or support demand?","Which top signal has the strongest source-backed evidence for outreach?","What data, eval, infrastructure, safety, product, or GTM need should the account brief lead with?"],"required_sources":["lab dossier JSON","analysis evidence JSON","data radar lane JSON","top signal detail JSON","source URL or captured page"],"output_fields":["org","account_tier","opportunity_score","active_lanes","signal_ids","data_business_need","evidence_url","recommended_next_action"],"urls":{"account":"https://onlylabs.fyi/labs/mistral","dossier_json":"https://onlylabs.fyi/labs/mistral/dossier.json","analysis":"https://onlylabs.fyi/analysis/mistral","analysis_evidence_json":"https://onlylabs.fyi/analysis/mistral/evidence.json","opportunities_json":"https://onlylabs.fyi/opportunities.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","signals":"https://onlylabs.fyi/signals?category=frontier-lab"},"evidence_refs":[{"signal_id":"6043a6a7-f620-4e45-911d-05a89c535ae1","title":"Technical Support Engineer, 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scaling, or reliability?","Where are frontier labs showing product, enterprise, customer, GTM, deployment, or support demand?"],"urls":{"account":"https://onlylabs.fyi/labs/mistral","dossier_json":"https://onlylabs.fyi/labs/mistral/dossier.json","analysis":"https://onlylabs.fyi/analysis/mistral","analysis_evidence_json":"https://onlylabs.fyi/analysis/mistral/evidence.json","data_radar":"https://onlylabs.fyi/data-radar","signals":"https://onlylabs.fyi/signals?category=frontier-lab"},"top_signals":[{"id":"6043a6a7-f620-4e45-911d-05a89c535ae1","url":"https://onlylabs.fyi/signals/6043a6a7-f620-4e45-911d-05a89c535ae1","json_url":"https://onlylabs.fyi/signals/6043a6a7-f620-4e45-911d-05a89c535ae1/signal.json","source_url":"https://jobs.lever.co/mistral/c0c530e5-7224-4ff7-a105-2c932af73bb3","title":"Technical Support Engineer, Enterprise","summary":"Mistral AI opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"Singapore","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"mistral","name":"Mistral AI","category":"frontier-lab"},"occurred_at":"2026-06-11T03:28:13.349+00:00","first_seen_at":"2026-06-11T07:01:09.628308+00:00","date_source":"lever.createdAt","evidence_coverage":null,"facets":{"location":"Singapore","team":"Engineering & Infra","ats":"lever"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"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":29,"matched_terms":["infra","enterprise","support"],"reason":"Mistral AI has a job signal matching infrastructure, product and 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data-business lane across 1 matched signal. Strongest cue: Cohere has a job signal matching infrastructure.","agent_handoff":{"objective":"Inspect Cohere as a watch data-business opportunity with score 30, 1 matched signal, and active lanes: infrastructure.","next_questions":["Where are frontier labs investing in platforms, systems, inference, training, GPU clusters, scaling, or reliability?","Which top signal has the strongest source-backed evidence for outreach?","What data, eval, infrastructure, safety, product, or GTM need should the account brief lead with?"],"required_sources":["lab dossier JSON","analysis evidence JSON","data radar lane JSON","top signal detail JSON","source URL or captured page"],"output_fields":["org","account_tier","opportunity_score","active_lanes","signal_ids","data_business_need","evidence_url","recommended_next_action"],"urls":{"account":"https://onlylabs.fyi/labs/cohere","dossier_json":"https://onlylabs.fyi/labs/cohere/dossier.json","analysis":"https://onlylabs.fyi/analysis/cohere","analysis_evidence_json":"https://onlylabs.fyi/analysis/cohere/evidence.json","opportunities_json":"https://onlylabs.fyi/opportunities.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","signals":"https://onlylabs.fyi/signals?category=frontier-lab"},"evidence_refs":[{"signal_id":"b56d6558-8618-4656-9680-3ad855fffd48","title":"Engineering Manager, FDE Infrastructure (Middle East)","kind":"job_opened","source_url":"https://jobs.ashbyhq.com/cohere/6a6120d5-5e02-4811-99d9-6baf0b910e37","json_url":"https://onlylabs.fyi/signals/b56d6558-8618-4656-9680-3ad855fffd48/signal.json","lanes":["infrastructure"],"score":17,"matched_terms":["infra","infrastructure"],"reason":"Cohere has a job signal matching infrastructure."}]},"next_best_questions":["Where are frontier labs investing in platforms, systems, inference, training, GPU clusters, scaling, or reliability?"],"urls":{"account":"https://onlylabs.fyi/labs/cohere","dossier_json":"https://onlylabs.fyi/labs/cohere/dossier.json","analysis":"https://onlylabs.fyi/analysis/cohere","analysis_evidence_json":"https://onlylabs.fyi/analysis/cohere/evidence.json","data_radar":"https://onlylabs.fyi/data-radar","signals":"https://onlylabs.fyi/signals?category=frontier-lab"},"top_signals":[{"id":"b56d6558-8618-4656-9680-3ad855fffd48","url":"https://onlylabs.fyi/signals/b56d6558-8618-4656-9680-3ad855fffd48","json_url":"https://onlylabs.fyi/signals/b56d6558-8618-4656-9680-3ad855fffd48/signal.json","source_url":"https://jobs.ashbyhq.com/cohere/6a6120d5-5e02-4811-99d9-6baf0b910e37","title":"Engineering Manager, FDE Infrastructure (Middle East)","summary":"Cohere opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"Middle East","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-06-11T00:41:14.273+00:00","first_seen_at":"2026-06-11T07:01:06.561211+00:00","date_source":"ashby.publishedAt","evidence_coverage":null,"facets":{"location":"Middle East","team":"Infrastructure","ats":"ashby"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":17,"matched_terms":["infra","infrastructure"],"reason":"Cohere has a job signal matching infrastructure."}}]}]}