{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: New usage analytics and updated spend controls for enterprises","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/870d54e4-eae6-4749-933f-dd3955908fa5","json_url":"https://onlylabs.fyi/signals/870d54e4-eae6-4749-933f-dd3955908fa5/signal.json","generated_at":"2026-06-27T01:44:37.969Z","evidence_latest_fetched_at":"2026-06-18T20:02:54.356+00:00","signal_first_seen_at":"2026-06-18T20:00:28.731996+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/870d54e4-eae6-4749-933f-dd3955908fa5","signal_json":"https://onlylabs.fyi/signals/870d54e4-eae6-4749-933f-dd3955908fa5/signal.json","source":"https://openai.com/index/chatgpt-enterprise-spend-controls","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":{"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":"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":"OpenAI published New usage analytics and updated spend controls for enterprises. 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Loading… Share As AI becomes part of everyday work, organizations need the ability to manage it with the same rigor they apply to any critical business investment. Companies need a clear view of usage, adoption, and spend so they can scale with confidence and understand where AI is creating value. Today, we’re introducing credit usage analytics and updated spend controls for ChatGPT Enterprise. These capabilities help companies track credit usage, understand adoption patterns, and make more informed decisions about how AI is deployed across their organizations. With clearer visibility and more flexible controls, organizations can proactively manage costs, give teams the access they need, and keep AI investments focused on the work that matters most. Billing tab and overall plan view in the global admin console. 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