{"schema_version":"onlylabs.public_signal.v1","title":"IBM (Granite) Writing: IBM Study: As AI Scales Enterprise-Wide, CFOs Play an Expanded Role in Transformation","description":"IBM (Granite) writing signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/31b4c869-3b28-4684-802f-9cb849bafbea","json_url":"https://onlylabs.fyi/signals/31b4c869-3b28-4684-802f-9cb849bafbea/signal.json","generated_at":"2026-10-24T22:31:09.411Z","evidence_latest_fetched_at":"2026-09-30T12:02:13.146599+00:00","signal_first_seen_at":"2026-09-30T12:00:50.868863+00:00","org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/ibm","dossier_json_url":"https://onlylabs.fyi/labs/ibm/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/31b4c869-3b28-4684-802f-9cb849bafbea","signal_json":"https://onlylabs.fyi/signals/31b4c869-3b28-4684-802f-9cb849bafbea/signal.json","source":"https://newsroom.ibm.com/2026-09-30-ibm-study-as-ai-scales-enterprise-wide,-cfos-play-an-expanded-role-in-transformation","lab_dossier":"https://onlylabs.fyi/labs/ibm","lab_dossier_json":"https://onlylabs.fyi/labs/ibm/dossier.json","analysis":"https://onlylabs.fyi/analysis/ibm","analysis_json":"https://onlylabs.fyi/analysis/ibm/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/ibm/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"IBM (Granite) published IBM Study: As AI Scales Enterprise-Wide, CFOs Play an Expanded Role in Transformation. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive IBM study on AI scaling and CFO role. · IBM Study: As AI Scales Enterprise-Wide, CFOs Play an Expanded Role in Transformation --> All press releases --> --> IBM Study: As AI Scales Enterprise-Wide, CFOs Play.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://newsroom.ibm.com/2026-09-30-ibm-study-as-ai-scales-enterprise-wide,-cfos-play-an-expanded-role-in-transformation","source_host":"newsroom.ibm.com","occurred_at":"2026-09-30T12:00:00+00:00","first_seen_at":"2026-09-30T12:00:50.868863+00:00","date_source":"rss.item_date","context":null},"context_markers":[{"label":"Lab","value":"IBM (Granite)","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"newsroom.ibm.com","source":"source"},{"label":"Notability","value":"Substantive IBM study on AI scaling and CFO 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frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/31b4c869-3b28-4684-802f-9cb849bafbea/signal.json","required":true},{"label":"source","url":"https://newsroom.ibm.com/2026-09-30-ibm-study-as-ai-scales-enterprise-wide,-cfos-play-an-expanded-role-in-transformation","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/ibm/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/ibm/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json?category=neolab","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to 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This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive IBM study on AI scaling and CFO role. · IBM Study: As AI Scales Enterprise-Wide, CFOs Play an Expanded Role in Transformation --> All press releases --> --> IBM Study: As AI Scales Enterprise-Wide, CFOs Play.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"IBM (Granite)","predicate":"published","object":"IBM Study: As AI Scales Enterprise-Wide, CFOs Play an Expanded Role in Transformation","text":"IBM (Granite) published IBM Study: As AI Scales Enterprise-Wide, CFOs Play an Expanded Role in Transformation."},{"subject":"IBM Study: As AI Scales Enterprise-Wide, CFOs Play an Expanded Role in Transformation","predicate":"is classified as","object":"writing signal","text":"IBM Study: As AI Scales Enterprise-Wide, CFOs Play an Expanded Role in Transformation is classified as writing signal."},{"subject":"IBM Study: As AI Scales Enterprise-Wide, CFOs Play an Expanded Role in Transformation","predicate":"belongs to","object":"talking desk","text":"IBM Study: As AI Scales Enterprise-Wide, CFOs Play an Expanded Role in Transformation belongs to talking desk."},{"subject":"IBM Study: As AI Scales Enterprise-Wide, CFOs Play an Expanded Role in Transformation","predicate":"has evidence coverage","object":"1 captured evidence page","text":"IBM Study: As AI Scales Enterprise-Wide, CFOs Play an Expanded Role in Transformation has evidence coverage 1 captured evidence page."}]},"signal":{"id":"31b4c869-3b28-4684-802f-9cb849bafbea","url":"https://onlylabs.fyi/signals/31b4c869-3b28-4684-802f-9cb849bafbea","json_url":"https://onlylabs.fyi/signals/31b4c869-3b28-4684-802f-9cb849bafbea/signal.json","source_url":"https://newsroom.ibm.com/2026-09-30-ibm-study-as-ai-scales-enterprise-wide,-cfos-play-an-expanded-role-in-transformation","title":"IBM Study: As AI Scales Enterprise-Wide, CFOs Play an Expanded Role in Transformation","summary":"IBM (Granite) 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":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-09-30T12:00:00+00:00","first_seen_at":"2026-09-30T12:00:50.868863+00:00","date_source":"rss.item_date","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://newsroom.ibm.com/2026-09-30-ibm-study-as-ai-scales-enterprise-wide,-cfos-play-an-expanded-role-in-transformation"]},"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":{"is_primary":true,"source_match":true,"url":"https://newsroom.ibm.com/2026-09-30-ibm-study-as-ai-scales-enterprise-wide,-cfos-play-an-expanded-role-in-transformation","final_url":"https://newsroom.ibm.com/2026-09-30-ibm-study-as-ai-scales-enterprise-wide,-cfos-play-an-expanded-role-in-transformation","title":"IBM Study: As AI Scales Enterprise-Wide, CFOs Play an Expanded Role in Transformation","http_status":200,"content_type":"text/html; charset=UTF-8","capture_method":"plain","fetched_at":"2026-09-30T12:02:13.146599+00:00","bytes":55172,"raw_path":"bcba19ec528fc0208343ff2b696bf71bb3e79aa750b6a53fdf61d651810a29c8.html","content_hash":"6af4b36a80d75f6dec622c7069b66c7643e309ab0d971683e17ef93396689aa9","excerpt_chars":1200,"truncated":true,"excerpt":"IBM Study: As AI Scales Enterprise-Wide, CFOs Play an Expanded Role in Transformation --> All press releases --> --> IBM Study: As AI Scales Enterprise-Wide, CFOs Play an Expanded Role in Transformation • Most CFOs report their role has expanded into enterprise technology or AI strategy leadership • By 2030, more than half of surveyed CFOs expect to help design financial and ethical guardrails for AI Sep 30, 2026 ARMONK, N.Y., September 30, 2026 – A new global study from the IBM (NYSE: IBM ) Institute for Business Value finds that as AI becomes more integrated into enterprise operations and decision-making, CFOs are taking on a larger role in shaping enterprise priorities around AI, helping turn strategy into execution, and determining how investments and capital allocation support them. The study * of 1,500 CFOs found that 62% of respondents say their role has expanded into enterprise technology or AI strategy leadership, 56% report greater portfolio-management and capital reallocation authority, and 54% have taken on more responsibility for business model or growth strategy design. Yet only 6% of surveyed CFOs say finance has reached a transformation-ready state, with AI..."},"evidence_pages":[],"related_signals":[{"id":"2443fb4d-edf3-43fc-8ce3-9b77513cca2b","url":"https://onlylabs.fyi/signals/2443fb4d-edf3-43fc-8ce3-9b77513cca2b","source_url":"https://newsroom.ibm.com/2026-10-22-ibm-and-scuderia-ferrari-hp-expand-ai-powered-fan-experience-ahead-of-the-united-states-grand-prix","title":"IBM and Scuderia Ferrari HP Expand AI-Powered Fan Experience Ahead of the United States Grand Prix","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-10-22T13:00:00+00:00","first_seen_at":"2026-10-22T16:00:51.832832+00:00","date_source":"rss.item_date"},{"id":"621a9c92-006b-4224-b3ea-e777b4648499","url":"https://onlylabs.fyi/signals/621a9c92-006b-4224-b3ea-e777b4648499","source_url":"https://newsroom.ibm.com/2026-10-21-IBM-RELEASES-THIRD-QUARTER-RESULTS","title":"IBM RELEASES THIRD-QUARTER RESULTS","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-10-21T20:08:00+00:00","first_seen_at":"2026-10-22T00:00:52.742342+00:00","date_source":"rss.item_date"},{"id":"0e9b2507-a622-4511-9396-998384b89c87","url":"https://onlylabs.fyi/signals/0e9b2507-a622-4511-9396-998384b89c87","source_url":"https://newsroom.ibm.com/2026-10-20-llm-d-1-0-advances-open,-cost-efficient-ai-inference-for-production-scale","title":"llm-d 1.0 Advances Open, Cost-Efficient AI Inference for Production Scale","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-10-20T12:00:00+00:00","first_seen_at":"2026-10-20T16:00:50.150381+00:00","date_source":"rss.item_date"},{"id":"ae161c06-3a96-4903-ac9f-419e0229a509","url":"https://onlylabs.fyi/signals/ae161c06-3a96-4903-ac9f-419e0229a509","source_url":"https://newsroom.ibm.com/2026-10-14-ibm-study-eight-in-ten-emea-enterprises-escalate-ai-incidents-to-board-or-c-suite-as-ai-agents-test-governance","title":"IBM Study: Eight in Ten EMEA Enterprises Escalate AI Incidents to Board or C-Suite as AI Agents Test Governance","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-10-14T23:01:00+00:00","first_seen_at":"2026-10-15T00:00:50.809758+00:00","date_source":"rss.item_date"},{"id":"562366b0-db69-4023-abb5-f1839485aaeb","url":"https://onlylabs.fyi/signals/562366b0-db69-4023-abb5-f1839485aaeb","source_url":"https://newsroom.ibm.com/2026-10-14-ibm-and-siemens-collaborate-on-research-to-advance-nanostack-architecture","title":"IBM and Siemens Collaborate on Research to Advance Nanostack Architecture","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-10-14T12:00:00+00:00","first_seen_at":"2026-10-14T12:00:50.620713+00:00","date_source":"rss.item_date"},{"id":"6ff4a509-daa8-431e-9339-dc30c0579ef4","url":"https://onlylabs.fyi/signals/6ff4a509-daa8-431e-9339-dc30c0579ef4","source_url":"https://newsroom.ibm.com/2026-10-07-ibm-advances-to-stage-c-of-darpa-quantum-benchmarking-initiative","title":"IBM Advances to Stage C of DARPA Quantum Benchmarking Initiative","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"ibm","name":"IBM (Granite)","category":"neolab"},"occurred_at":"2026-10-07T21:30:00+00:00","first_seen_at":"2026-10-08T00:00:50.287541+00:00","date_source":"rss.item_date"}]}