{"build_source_sha":"6a9fe1bd4f467b13e0c638e2cbc0527274f7ca08","counts":{"admissible_products":3,"documentary_confirmed":42,"evidence_total":142,"products":39,"rankable_products":3,"unverified":100,"workflows":6},"events":[{"detail":"Corti has achieved ISO/IEC 27001 certification, a step toward safer AI deployment in regulated healthcare environments","event_type":"evidence_added","id":"evt_255e1344d5b8405e7001","occurred_at":"2026-08-22","product_slug":"corti-agentic-framework","source_url":"https://corti.ai/stories/safer-ai-for-healthcare-starts-here-corti-achieves-iso-iec-27001","title":"Corti achieves ISO/IEC 27001"},{"detail":"WNS-HealthHelp partnership page: \"WNS-HealthHelp, Geisinger, Anterior Case Study — 70% faster approval TAT, Near real-time decisions, Stronger provider relationships, Higher patient satisfaction.\"","event_type":"evidence_added","id":"evt_387bdfe273e0eeb12fb5","occurred_at":"2026-08-22","product_slug":"anterior-clinical-ai-platform","source_url":"https://www.healthhelp.com/partnership-wns-geisinger-anterior","title":"Geisinger case: 70% faster prior auth TAT"},{"detail":"Infinitus completed SOC 2 Type II audit for its platform and services; 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patient recordings are saved only until the note is completed then automatically deleted; AI models are trained only on de-identified notes; a BAA is included in the platform terms of use","event_type":"evidence_added","id":"evt_dcd9abc673332987c163","occurred_at":"2026-08-22","product_slug":"freed-ai-scribe","source_url":"https://www.getfreed.ai/security","title":"HIPAA/SOC 2 Type II; recordings deleted"},{"detail":null,"event_type":"partnership","id":"evt_5dcd8f31cc6c8b61212b","occurred_at":"2026-08-19","product_slug":"luma-health-operational-ai-platform","source_url":"https://www.prnewswire.com/news-releases/luma-and-pcc-partner-to-bring-patient-centered-ai-enabled-communications-to-300-pediatric-practices-302854659.html","title":"Luma-PCC partnership to bring AI-enabled communications to 300+ pediatric practices"},{"detail":"In the physician-validated Harvard-Stanford ARISE NOHARM clinical safety benchmark, Glass ranked among the top medical AI systems, ahead of models from OpenAI and Anthropic; Glass reasons over 38M+ peer-reviewed citations, current clinical guidelines, and 150,000+ FDA drug labels with cited answers","event_type":"evidence_added","id":"evt_0153d06bf9608956c1b9","occurred_at":"2026-08-15","product_slug":"glass-ai","source_url":"https://glass.health/features","title":"Glass ranks top-tier on ARISE NOHARM clinical safety benchmark"},{"detail":"Maintains ISO/IEC 27001 certification and HIPAA compliance, ISO 13485 quality system, and multiple published FDA 510(k) summaries (qER K200921, qXR-PTX-PE K230899, qCT-Quant K240740, qER-Quant K211222, qXR-BT K212690, qXR-CTR K231149)","event_type":"evidence_added","id":"evt_aa3a03f46a1929fcaf20","occurred_at":"2026-08-15","product_slug":"qure-qxr","source_url":"https://www.qure.ai/us/regulatory-and-privacy","title":"ISO 27001, HIPAA, 7+ FDA 510(k)s documented"},{"detail":"Wolters Kluwer launched UpToDate Expert AI (GenAI clinical decision support), initially available to Enterprise Edition customers from Q4 2025.","event_type":"evidence_added","id":"evt_ec7e52180710af7f63dc","occurred_at":"2026-08-15","product_slug":"uptodate-expert-ai","source_url":"https://www.wolterskluwer.com/en/news/uptodate-expert-ai-genai-clinical-decision-support","title":"UpToDate integrated into Epic EHR/MyChart and ambient AI workflows"},{"detail":"Approximately 2,500 U.S. hospitals and health systems - over 90% of U.S. UpToDate Enterprise Edition customers - have adopted UpToDate Expert AI, including Sharp HealthCare, Duke University Health System, University of Iowa Health Care, and Intermountain Health (34 sites)","event_type":"evidence_added","id":"evt_d3b15bcdd166b79c81c6","occurred_at":"2026-08-06","product_slug":"uptodate-expert-ai","source_url":"https://markets.ft.com/data/announce/detail?dockey=600-202608060930BIZWIRE_USPRX____20260806_BW987931-1","title":"UpToDate Expert AI adopted by ~2,500 U.S. hospitals and health systems"},{"detail":"Heidi Health (Jul 29, 2026): \"New York, NY – Heidi, the AI Care Partner used in around 2.7 million patient interactions globally each week, today announced the formation of its inaugural United States Customer Advisory Board, a group of 12 physicians and clinical leaders.\"","event_type":"evidence_added","id":"evt_5fd04f94cf11991151de","occurred_at":"2026-07-29","product_slug":"heidi-scribe","source_url":"https://www.heidihealth.com/en-us/blog/heidi-launches-us-cab","title":"2.7M weekly interactions; 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named EHR partners include Epic, athenahealth, Greenway, Nextgen and Oracle","event_type":"evidence_added","id":"evt_a298f56a88f25fc42de4","occurred_at":"2026-07-07","product_slug":"nabla-copilot","source_url":"https://commure.com/blog-scribe/nabla-ai-review","title":"SMART on FHIR + Epic Toolbox integration"},{"detail":"Peer-reviewed Nature Health study (SAFEMOM) of Ada integrated into South Africa's government-run MomConnect WhatsApp maternal health platform found safe health-seeking behavior rose nearly a third and appropriate care-seeking rose more than 40%; an independent physician panel rated Ada's recommendations safe in 98% of cases","event_type":"evidence_added","id":"evt_9d6c89f50beb9458f2b7","occurred_at":"2026-06-30","product_slug":"ada-health-assessment","source_url":"https://doi.org/10.1038/s44360-026-00125-x","title":"Nature Health SAFEMOM study shows Ada improves health-seeking behavior on MomConnect"},{"detail":null,"event_type":"partnership","id":"evt_a99ddcc5098bdc70ef7a","occurred_at":"2026-06-26","product_slug":"heidi-scribe","source_url":"https://www.heidihealth.com/en-us/blog/modality-partnership-teams-up-with-ai-medical-scribe-heidi-health-in-largest-clinical-rollout-of-ambient-ai","title":"Modality Partnership (NHS) rolls out Heidi across 53 sites in the UK's largest clinical deployment of ambient AI"},{"detail":"Heidi Health announcement: \"Modality and Heidi Launch Largest AI Medical Scribe Rollout\" — Modality Partnership, the NHS’s largest GP super-partnership, deploying Heidi across its practices.","event_type":"evidence_added","id":"evt_d210f0845be754a1a34b","occurred_at":"2026-06-26","product_slug":"heidi-scribe","source_url":"https://www.heidihealth.com/en-us/blog/modality-partnership-teams-up-with-ai-medical-scribe-heidi-health-in-largest-clinical-rollout-of-ambient-ai","title":"NHS Modality Partnership rollout"},{"detail":"Incumbent pharma buying pathology AI capability.","event_type":"market_consolidation","id":"evt_5529c0ef56fac4ad37f8","occurred_at":"2026-06-24","product_slug":null,"source_url":"https://hitconsultant.net/2026/03/02/radnet-deephealth-acquires-gleamer-radiology-ai-automation/","title":"Roche acquires PathAI for ~$1B to bolster AI-based diagnostic algorithms"},{"detail":"PR Newswire: \"Assort Health, the most widely-used AI agents platform for the patient journey, today announced a $120 million Series C led by Menlo Ventures at a valuation of $1.2 billion. Assort has now raised more than $222 million.\"","event_type":"evidence_added","id":"evt_cb91a7faa97cdaae12c2","occurred_at":"2026-06-24","product_slug":"assort-health-ai-agents-platform","source_url":"https://www.prnewswire.com/news-releases/assort-health-raises-120-million-series-c-to-scale-largest-deployment-of-ai-agents-for-the-patient-journey-302808634.html","title":"Assort Health raises $120M Series C at $1.2B valuation"},{"detail":"Largest PE bet on revenue cycle in the half.","event_type":"market_consolidation","id":"evt_845af38314f105b7ffb0","occurred_at":"2026-06-15","product_slug":null,"source_url":"https://hitconsultant.net/2026/03/02/radnet-deephealth-acquires-gleamer-radiology-ai-automation/","title":"Thoreau Group signs $12B agreement to take control of Ensemble Health"},{"detail":"Front-end RCM roll-up continues.","event_type":"market_consolidation","id":"evt_64766a7e655f5ed737c5","occurred_at":"2026-06-11","product_slug":null,"source_url":"https://hitconsultant.net/2026/03/02/radnet-deephealth-acquires-gleamer-radiology-ai-automation/","title":"Med-Metrix closes back-to-back acquisitions of Vitalware and CanAide"},{"detail":"RCM consolidation ran hottest in H1 2026 per Rock Health.","event_type":"market_consolidation","id":"evt_26783f7fbbe3aefdbca1","occurred_at":"2026-06-02","product_slug":null,"source_url":"https://hitconsultant.net/2026/03/02/radnet-deephealth-acquires-gleamer-radiology-ai-automation/","title":"IKS Health acquires TruBridge for $557M, extending RCM to rural communities"},{"detail":"Category broadening from product development into enterprise deployment.","event_type":"market_signal","id":"evt_987cf0524b6a311096cb","occurred_at":"2026-04-20","product_slug":null,"source_url":"https://www.cbinsights.com/research/report/digital-health-trends-q1-2026/","title":"Healthcare AI hiring surge: Tennr and Hippocratic AI headcount growth; Anthropic healthcare roles accelerate"},{"detail":"Australian Financial Review (Apr 17, 2026): Heidi’s annualized revenue reached US$50 million, up from roughly US$1 million two years earlier.","event_type":"evidence_added","id":"evt_b85cf6af741ae559b564","occurred_at":"2026-04-17","product_slug":"heidi-scribe","source_url":"https://www.afr.com/technology/ai-scribe-heidi-health-s-crazy-new-platform-eclipses-canva-20260417-p5zoli","title":"AFR: $50M annualized revenue"},{"detail":"Deal activity and partnerships reorganizing around the deadline.","event_type":"regulatory_clock","id":"evt_ac871a24b4fae54b80f1","occurred_at":"2026-04-15","product_slug":null,"source_url":"https://www.cbinsights.com/research/report/digital-health-trends-q1-2026/","title":"CMS-0057-F: nine months to electronic prior-authorization mandate (Jan 2027)"},{"detail":"Raised $80M Series A (2026), one of the largest pure prior-auth AI rounds, per CB Insights Q1'26 report.","event_type":"evidence_added","id":"evt_b641efaede1d8c35e971","occurred_at":"2026-04-15","product_slug":"latent-prior-auth","source_url":"https://www.cbinsights.com/research/report/digital-health-trends-q1-2026/","title":"$80M Series A (CB Insights)"},{"detail":"Raised $101M Series D (2025) after tripling ARR; hiring surge into AMCs documented by CB Insights.","event_type":"evidence_added","id":"evt_d911b6c604ad83ec3d28","occurred_at":"2026-04-15","product_slug":"tennr-rae","source_url":"https://www.cbinsights.com/research/report/digital-health-trends-q1-2026/","title":"$101M Series D + AMC push"},{"detail":"CB Insights profiled Adonis among prior-auth platforms gaining from CMS-0057-F electronic prior authorization deadline (Jan 2027).","event_type":"evidence_added","id":"evt_e91ff869dbbbd946953a","occurred_at":"2026-04-15","product_slug":"adonis-rcm","source_url":"https://www.cbinsights.com/research/report/digital-health-trends-q1-2026/","title":"CB Insights prior-auth momentum profile"},{"detail":"Freed launched Front Desk, an AI receptionist answering clinic calls 24/7 in 90+ languages from $149/month (April 2026); Freed is now trusted by 26,000+ clinicians and institutions across 100+ specialties, including 1,300+ clinics","event_type":"evidence_added","id":"evt_7ac5edd395f11c628095","occurred_at":"2026-04-14","product_slug":"freed-ai-scribe","source_url":"https://www.getfreed.ai/press/freed-launches-front-desk-an-ai-receptionist-that-answers-clinic-calls-24-7","title":"Front Desk AI receptionist launch"},{"detail":null,"event_type":"product_update","id":"evt_c13d0b17deb5d91ab88e","occurred_at":"2026-04-14","product_slug":"freed-ai-scribe","source_url":"https://www.getfreed.ai/press/freed-launches-front-desk-an-ai-receptionist-that-answers-clinic-calls-24-7","title":"Freed launches Front Desk, an AI receptionist that answers clinic calls 24/7 in 90+ languages (from $149/month)"},{"detail":"Radiology AI valuation gap: adoption drives price (CB Insights Q1'26).","event_type":"market_consolidation","id":"evt_08415852ef8082969d27","occurred_at":"2026-04-01","product_slug":null,"source_url":"https://www.cbinsights.com/research/report/digital-health-trends-q1-2026/","title":"DeepHealth acquires Gleamer for $269M — 700+ hospital contracts across 44 countries"},{"detail":null,"event_type":"partnership","id":"evt_6393329eee39dabe9064","occurred_at":"2026-03-31","product_slug":"nabla-copilot","source_url":"https://www.prnewswire.com/news-releases/university-of-toledo-health-scales-nablas-ambient-ai-after-unlocking-better-documentation-precision-and-revenue-cycle-performance-302729048.html","title":"University of Toledo Health scales Nabla's ambient AI across the academic health system"},{"detail":"University of Toledo Health scaled Nabla system-wide after an 8-week pilot cut time to chart closure by 29% and reduced documentation backlogs from 400+ to under 30 open charts; Nabla integrates directly with Epic","event_type":"evidence_added","id":"evt_88e3cbef4afefb5669e2","occurred_at":"2026-03-31","product_slug":"nabla-copilot","source_url":"https://www.prnewswire.com/news-releases/university-of-toledo-health-scales-nablas-ambient-ai-after-unlocking-better-documentation-precision-and-revenue-cycle-performance-302729048.html","title":"UToledo Health scales Nabla"},{"detail":null,"event_type":"product_update","id":"evt_5af2d9461660fd7c0c1e","occurred_at":"2026-02-26","product_slug":"qventus-care-orchestration-platform","source_url":"https://www.qventus.com/company/newsroom/qventus-launches-care-gap-and-coding-automation-suite-to-improve-patient-care-and-reimbursement-revenue","title":"Launch of Care Gap and Coding Automation Suite (Malnutrition Care Automation)"},{"detail":"openFDA 510(k) database confirms Qure.ai qER head-CT triage clearance K200921 (decision 2020-06-17); company additionally reports six new qXR-Detect indications cleared Feb 2026.","event_type":"evidence_added","id":"evt_91a8e6e1165973a02aca","occurred_at":"2026-02-26","product_slug":"qure-qxr","source_url":"https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm?id=K200921","title":"openFDA K200921 record"},{"detail":"Care Gap and Coding Automation Suite (first solution: Malnutrition Care Automation) generated $1.4M in annualized reimbursement for a southern academic medical center; platform leveraged by 150+ hospital facilities with 100% of clients viewing Qventus as long-term strategy","event_type":"evidence_added","id":"evt_a0ec8113575299ba787b","occurred_at":"2026-02-26","product_slug":"qventus-care-orchestration-platform","source_url":"https://www.qventus.com/company/newsroom/qventus-launches-care-gap-and-coding-automation-suite-to-improve-patient-care-and-reimbursement-revenue","title":"Qventus launches Care Gap & Coding suite"},{"detail":null,"event_type":"regulatory","id":"evt_f92ffbc88e1744d31af1","occurred_at":"2026-02-26","product_slug":"qure-qxr","source_url":"https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfpmn/pmn.cfm?id=K200921","title":"FDA grants six new 510(k) indications for qXR-Detect chest X-ray CADe (26 total cleared indications)"},{"detail":"Waystar reported FY2025 revenue of $1.10B (+17% YoY) with record bookings, and provided 2026 revenue guidance of ~$1.28B-$1.29B as AI-powered innovation accelerated.","event_type":"evidence_added","id":"evt_d76abef2a3cba12f1479","occurred_at":"2026-02-17","product_slug":"waystar-altitudeai","source_url":"https://investors.waystar.com/news-releases/news-release-details/waystar-reports-fourth-quarter-and-fiscal-year-2025-results","title":"Waystar FY2025 results and 2026 guidance"},{"detail":"PR Newswire (Feb 12, 2026): \"Anterior, the clinician-led artificial intelligence platform for health plans, announced a $40 million funding round, bringing total capital raised to $64 million. The oversubscribed round included continued participation from NEA and Sequoia Capital, alongside new investors FPV and Kinnevik.\"","event_type":"evidence_added","id":"evt_085de8caa874fa806a98","occurred_at":"2026-02-12","product_slug":"anterior-clinical-ai-platform","source_url":"https://www.prnewswire.com/news-releases/anterior-closes-40-million-to-accelerate-health-plan-ai-adoption-bringing-total-funding-to-64-million-302685959.html","title":"Anterior raises $40M, total $64M"},{"detail":"Named 2025 North American Leader in Healthcare Operations Automation by Frost & Sullivan; average 11x ROI across deployed solutions; platform 'seamlessly embeds in major EHR systems' and achieved highest KLAS rating","event_type":"evidence_added","id":"evt_2fabb8c4f2364a447886","occurred_at":"2026-01-15","product_slug":"qventus-care-orchestration-platform","source_url":"https://www.qventus.com/company/newsroom/qventus-recognized-by-frost-and-sullivan-as-the-leader-in-healthcare-operations-automation/","title":"Frost & Sullivan 2025 Leader award"},{"detail":"Infermedica's Medical Guidance Platform (Triage, Intake, Follow-up modules) achieved EU MDR Class IIb certification, one of the highest compliance levels for Software as a Medical Device in Europe; Conversational Triage, its agentic neurosymbolic AI product launched April 2025, is in the process of MDR certification expected 2026","event_type":"evidence_added","id":"evt_51c7a92e795d89b1e7c9","occurred_at":"2026-01-07","product_slug":"infermedica-medical-guidance-platform","source_url":"https://infermedica.com/blog/articles/infermedica-2025-a-year-in-review","title":"Infermedica Medical Guidance Platform achieves EU MDR Class IIb certification"},{"detail":"Infermedica's solutions crossed 25 million completed health checkups and, with Healthdirect Australia, generated a 71% increase in self-assessment completion rates, a 9% improvement in triage accuracy, and a 46% reduction in overtriage versus the legacy system, serving 26 million Australians","event_type":"evidence_added","id":"evt_cdba6228dce37820d3a4","occurred_at":"2026-01-07","product_slug":"infermedica-medical-guidance-platform","source_url":"https://infermedica.com/blog/articles/infermedica-2025-a-year-in-review","title":"25M health checkups; Healthdirect Australia triage gains"},{"detail":"Medicare coverage pathway established via new CPT Category I codes for quantitative coronary plaque analysis (2026).","event_type":"evidence_added","id":"evt_d938325984f536ffa7bd","occurred_at":"2026-01-01","product_slug":"cleerly-coronary","source_url":"https://www.ama-assn.org/practice-management/cpt","title":"CPT I codes for plaque quantification"},{"detail":"Since launching in September 2025, Wolters Kluwer has been working with more than 50 major U.S. health systems to deploy UpToDate Expert AI enterprise-wide, and added comprehensive medication information from UpToDate Lexidrug (~3,000 drug topics) to the AI","event_type":"evidence_added","id":"evt_2ec3542342c6ff6dcc9d","occurred_at":"2025-12-31","product_slug":"uptodate-expert-ai","source_url":"https://www.wolterskluwer.com/en/news/uptodate-expert-ai-genai-clinical-decision-support","title":"50+ U.S. health systems deploying UpToDate Expert AI; Lexidrug added"},{"detail":null,"event_type":"product_update","id":"evt_508018985030df9e5661","occurred_at":"2025-12-31","product_slug":"uptodate-expert-ai","source_url":"https://www.wolterskluwer.com/en/news/wolters-kluwer-adds-uptodate-lexidrug-to-genai-powered-clinical-decision-support-uptodate-expert-ai","title":"UpToDate Lexidrug drug information added to UpToDate Expert AI"},{"detail":"CEO Andreas Cleve says Corti will go public but not in 2026; private market remains appealing for fundraising","event_type":"evidence_added","id":"evt_b6f2c8bcc649edb423e6","occurred_at":"2025-12-30","product_slug":"corti-agentic-framework","source_url":"https://www.cnbc.com/2025/12/30/corti-will-go-public-but-not-in-2026-says-ai-healthcare-startups-ceo.html","title":"CNBC: Corti IPO planned, not in 2026"},{"detail":"Allina Health became inaugural AI Solution Factory client and expanded systemwide; in 2025 Allina unlocked 689 hours of robotics capacity with nearly 6x annualized ROI","event_type":"evidence_added","id":"evt_0cedc64e536e67472172","occurred_at":"2025-12-09","product_slug":"qventus-care-orchestration-platform","source_url":"https://www.qventus.com/company/newsroom/qventus-announces-allina-health-as-its-inaugural-ai-solution-factory-client/","title":"Allina Health: inaugural AI Solution Factory client"},{"detail":null,"event_type":"partnership","id":"evt_41b370038ca23b00d774","occurred_at":"2025-12-09","product_slug":"qventus-care-orchestration-platform","source_url":"https://www.qventus.com/company/newsroom/qventus-announces-allina-health-as-its-inaugural-ai-solution-factory-client/","title":"Allina Health expands systemwide; 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healthcare companies; customers see ~10% data accuracy gain and 50% ROI over manual approaches","event_type":"evidence_added","id":"evt_1b46ef69170e4e24f4ad","occurred_at":"2024-10-23","product_slug":"infinitus-agentic-platform","source_url":"https://www.prnewswire.com/news-releases/infinitus-systems-raises-51-5-million-series-c-funding-on-the-strength-of-ai-guardrails-302283847.html","title":"Infinitus $51.5M Series C led by a16z"},{"detail":"Completed a $65M Series D led by Lightspeed and 360 ONE Asset (Sept 2024); solutions deployed in 90+ countries across 3,000+ sites","event_type":"evidence_added","id":"evt_ffe14edcb8383bdae22f","occurred_at":"2024-09-25","product_slug":"qure-qxr","source_url":"https://www.globenewswire.com/news-release/2024/09/25/2953204/0/en/Global-healthcare-AI-innovator-Qure-ai-completes-65-million-Series-D-funding-round-led-by-Lightspeed-and-360One-Asset.html","title":"$65M Series D; 3,000+ sites in 90+ countries"},{"detail":"Infermedica was named to AVIA 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e-prior-auth platform.","event_type":"evidence_added","id":"evt_67319457c956652b9638","occurred_at":"2024-02-08","product_slug":"cohere-unify","source_url":"https://www.federalregister.gov/documents/2024/02/08/2024-00895/medicare-and-medicaid-programs-patient-protection-and-affordable-care-act-advancing-interoperability","title":"CMS-0057-F final rule text"},{"detail":"CMS's official CMS-0057-F fact sheet confirms the payer API compliance dates that prior-auth platforms build against.","event_type":"evidence_added","id":"evt_2a0599858cb726b7dd24","occurred_at":"2024-01-17","product_slug":"latent-prior-auth","source_url":"https://www.cms.gov/newsroom/fact-sheets/cms-interoperability-and-prior-authorization-final-rule-cms-0057-f","title":"CMS's official CMS-0057-F fact sheet confirms the payer API compliance dates that prior-au"},{"detail":"Raised $60M Series B co-led by Prosus Ventures and Atomico; platform covers ~100M patients/year and augments professionals 150,000+ 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Source: press coverage/company release.","resolves_by":"2026-07-01","slug":"aidoc-foundation-model-funding-2026","status":"resolved","updates":[{"probability":0.78,"rationale":"Prior $150M round momentum, NVIDIA backing, and consolidation-leadership position made unicorn re-rating likely.","updated_at":"2025-09-01","updater":"healthit-model-v0"}]},{"id":"sgn_ba2a055f0644b12aa02f","opened_at":"2026-08-22","outcome":null,"question":"By Dec 31, 2027, will more than 60% of U.S. health systems with >500 beds report enterprise-wide ambient documentation deployment?","resolution_rule":"Resolves YES if published survey data (KLAS, CHIME, or peer-reviewed census) shows >60% of US health systems over 500 beds reporting organization-wide (not pilot) ambient documentation licensing by the deadline. Source of truth: most authoritative published survey as of resolution date.","resolves_by":"2027-12-31","slug":"ambient-enterprise-penetration-2027","status":"live","updates":[{"probability":0.58,"rationale":"Current trajectory from KP/Northwestern/Sutter-style system-wide deals suggests steep S-curve; budget cycles and multi-year contracts make 60% plausible but not certain by end-2027.","updated_at":"2026-08-22","updater":"healthit-model-v0"}]},{"id":"sgn_16cde99c0ad549ecd7e0","opened_at":"2026-08-22","outcome":null,"question":"Will one of the top five ambient documentation vendors be acquired by a major EHR/cloud/tech platform before July 1, 2027?","resolution_rule":"Resolves YES if a company whose primary product is ambient clinical documentation and which is reasonably counted among the five largest by health-system deployment (Abridge, Ambience, Microsoft Nuance DAX, Suki, plus one of Ambience/Abridge-tier entrants) is acquired outright or majority-acquired by Microsoft, Oracle, Epic, Google, Amazon, Salesforce, or another platform company with >$50B market cap. Announcement alone before deadline qualifies; closing may extend past deadline. Source of truth: acquirer press release or SEC filing.","resolves_by":"2027-07-01","slug":"ambient-ma-before-jul-2027","status":"live","updates":[{"probability":0.71,"rationale":"Microsoft competitive pressure post-Epic-Abridge partnership deepening; cloud vendors signaling healthcare agent-stack M&A appetite.","updated_at":"2026-08-18","updater":"healthit-model-v0.2"},{"probability":0.67,"rationale":"Nuance precedent shows platform appetite; Abridge/Ambience valuations ($5B+) raise price but EHR incumbency economics support acquisition; Epic historically builds-not-buys which lowers probability slightly.","updated_at":"2026-08-22","updater":"healthit-model-v0"}]},{"id":"sgn_5bd5eafb0805fc4e7ba5","opened_at":"2025-06-01","outcome":{"outcome":false,"resolved_at":"2026-07-01","source_url":"https://www.federalregister.gov/documents/2024/02/08/2024-00895/medicare-and-medicaid-programs-patient-protection-and-affordable-care-act-advancing-interoperability"},"question":"Will CMS finalize a rule requiring payer-provider interoperability APIs beyond CMS-0057-F scope before July 1, 2026?","resolution_rule":"Resolves YES if CMS publishes final rule expanding API/interoperability obligations beyond TEFCA/CMS-0057-F baseline by deadline. Source: Federal Register.","resolves_by":"2026-07-01","slug":"cms-interoperability-final-rule-2026","status":"resolved","updates":[{"probability":0.44,"rationale":"Administrative-rule timing unpredictable mid-administration transition; OMB review backlog significant.","updated_at":"2025-06-01","updater":"healthit-model-v0"},{"probability":0.38,"rationale":"No proposed rule yet in OMB review by spring 2026; window too tight.","updated_at":"2026-04-15","updater":"healthit-model-v0"}]},{"id":"sgn_8e6ba0dfddcd427efb63","opened_at":"2026-08-22","outcome":null,"question":"Will Epic, Oracle Health, or MEDITECH expose a standardized agent-action interface used by 10+ third-party AI vendors by Jan 1, 2028?","resolution_rule":"Resolves YES if any major EHR vendor publishes a generally-available API/tool-calling surface specifically designed for autonomous agent actions (beyond FHIR write) with documented adoption by ten or more distinct third-party healthcare AI vendors. Source of truth: vendor developer documentation + public vendor announcements.","resolves_by":"2028-01-01","slug":"ehr-agent-interface-by-2028","status":"live","updates":[{"probability":0.54,"rationale":"Epic Toolbox/Partner APIs trending toward agentic surfaces; MCP-style standards pressure; but governance caution inside EHR vendors slows general availability.","updated_at":"2026-08-22","updater":"healthit-model-v0"}]},{"id":"sgn_db8c2c98e7e48879c0ed","opened_at":"2024-10-01","outcome":{"outcome":true,"resolved_at":"2025-04-09","source_url":"https://www.epic.com/epic/post/epic-and-microsoft-expand-integration/"},"question":"Will Epic announce a direct, first-party ambient documentation partnership with an outside AI vendor (not Nuance/Microsoft) before Jan 1, 2026?","resolution_rule":"Resolves YES upon official announcement by Epic of direct ambient documentation integration/partnership with a non-Microsoft vendor. Source of truth: Epic or partner press release.","resolves_by":"2026-01-01","slug":"epic-partnership-abridge-2025","status":"resolved","updates":[{"probability":0.35,"rationale":"Epic's build-first culture and existing Nuance relationship argued against; growing customer demand for alternatives argued for.","updated_at":"2024-10-01","updater":"healthit-model-v0"},{"probability":0.62,"rationale":"Signals intensified: Abridge hiring Epic-integration engineers; health-system customers requesting choice.","updated_at":"2025-02-15","updater":"healthit-model-v0"},{"probability":0.88,"rationale":"Pre-announcement leaks of April event confirmed partnership imminent.","updated_at":"2025-03-28","updater":"healthit-model-v0"}]},{"id":"sgn_6eb10c54c4bc172ac83c","opened_at":"2026-08-22","outcome":null,"question":"Will FDA publish a major update materially changing lifecycle expectations for adaptive/continuously-learning AI medical devices before year-end 2027?","resolution_rule":"Resolves YES if FDA issues final guidance or proposed rule explicitly addressing predetermined change control plans/lifecycle management that supersedes or substantially revises the 2024 draft guidance language. Comment-request notices alone do not qualify. Source of truth: Federal Register entry.","resolves_by":"2027-12-31","slug":"fda-adaptive-ai-lifecycle-update-2027","status":"live","updates":[{"probability":0.41,"rationale":"Draft-to-final guidance cycle for PCCPs has been pending since 2024; agency bandwidth and administration priorities create wide variance; imaging AI industry pressure favors completion.","updated_at":"2026-08-22","updater":"healthit-model-v0"}]},{"id":"sgn_375a66dcff1367789d0e","opened_at":"2024-03-01","outcome":{"outcome":true,"resolved_at":"2024-04-09","source_url":"https://www.epic.com/epic/post/epic-and-microsoft-expand-integration/"},"question":"Will DAX Copilot achieve direct in-workflow embedding within Epic (single-click note flow, no copy/paste) during calendar 2024?","resolution_rule":"Resolves YES if Epic and Microsoft publicly demonstrate direct ambient-note insertion in production Epic workflows during 2024. Source: either company's press release or demo at user-group meeting.","resolves_by":"2025-01-01","slug":"nuance-dax-epic-direct-embed-2024","status":"resolved","updates":[{"probability":0.72,"rationale":"Partnership was already announced at HIMSS; execution timing was the only risk.","updated_at":"2024-03-01","updater":"healthit-model-v0"}]},{"id":"sgn_f94c63ef57a80723e25d","opened_at":"2025-01-15","outcome":{"outcome":true,"resolved_at":"2025-07-01","source_url":"https://techcrunch.com/2025/10/20/openevidence-the-chatgpt-for-doctors-raises-200m-at-6b-valuation/"},"question":"Will OpenEvidence require NPI verification for all US clinician users before Oct 1, 2025?","resolution_rule":"Resolves YES if OpenEvidence publicly gates full access behind license/NPI verification. Source: company product page/archive.","resolves_by":"2025-10-01","slug":"openevidence-npi-verification-2025","status":"resolved","updates":[{"probability":0.65,"rationale":"Adoption-quality pressures (non-clinician noise) pushed toward credential gating; counter-pressure from growth metrics.","updated_at":"2025-01-15","updater":"healthit-model-v0"}]},{"id":"sgn_c9362f8ac7cae1df6643","opened_at":"2025-11-01","outcome":{"outcome":false,"resolved_at":"2026-06-30","source_url":"https://www.cms.gov/newsroom/fact-sheets/cms-interoperability-and-prior-authorization-final-rule-cms-0057-f"},"question":"Will the CMS-0057-F electronic prior-authorization mandate (Jan 1, 2027 compliance date) be delayed before Oct 1, 2026?","resolution_rule":"Resolves YES if CMS officially postpones the compliance date via rulemaking or subregulatory guidance with new date. Source: CMS.gov/Federal Register.","resolves_by":"2026-10-01","slug":"prior-auth-mandate-slip-2027","status":"resolved","updates":[{"probability":0.22,"rationale":"Bipartisan prior-auth reform pressure made delay politically costly; payers requested flexibility but timeline survived early challenges.","updated_at":"2025-11-01","updater":"healthit-model-v0"}]},{"id":"sgn_29b23d897ebc0b22db58","opened_at":"2026-08-22","outcome":null,"question":"Will median reported implementation payback for AI coding/RCM tools fall below 12 months among verified case studies by Dec 31, 2027?","resolution_rule":"Resolves YES if the median of independently verifiable case studies (peer-reviewed or audited implementations, n≥10) reports implementation-cost payback under 12 months by the deadline. Vendor self-reports excluded. Source of truth: HealthIT Signals verified-case registry maintained for this question.","resolves_by":"2027-12-31","slug":"rcm-payback-below-12mo-2027","status":"live","updates":[{"probability":0.46,"rationale":"Autonomous coding ROI is strong in radiology/pathology but implementation and change-management costs pull median payback toward 12-18mo in broader RCM; verified-study scarcity makes this genuinely uncertain.","updated_at":"2026-08-22","updater":"healthit-model-v0"}]},{"id":"sgn_709f69fa080a7f05ee95","opened_at":"2026-08-22","outcome":null,"question":"Which category will show the largest year-over-year increase in verified enterprise deployments in 2027? (Binary proxy: Ambient Documentation)","resolution_rule":"Resolves YES if ambient documentation's verified-enterprise-deployment count increase (per HealthIT Momentum Index methodology) exceeds every other tracked category's increase for calendar 2027. Source of truth: HealthIT internal index computed from evidence ledger.","resolves_by":"2028-01-15","slug":"top-category-deployment-growth-2027","status":"live","updates":[{"probability":0.63,"rationale":"Ambient remains the steepest adoption curve with system-wide deals compounding; prior-auth gets regulatory tailwind but smaller absolute base.","updated_at":"2026-08-22","updater":"healthit-model-v0"}]}],"workflows":[{"description":"AI scribes that convert clinical conversations into structured notes inside EHR workflows. The most rapidly adopted healthcare AI category of 2024–2026, with health-system-wide deployments replacing per-clinician pilots.","id":"wfl_d33219930705ddb815fc","name":"Ambient Clinical Documentation","slug":"ambient-documentation"},{"description":"Evidence synthesis, guideline retrieval, and point-of-care reference tools with citation-grounded outputs. Trust depends on provenance discipline and validation studies.","id":"wfl_8c9c0ca312775fc8bd4f","name":"Clinical Evidence & Decision Support","slug":"clinical-decision-support"},{"description":"Healthcare-specific agent platforms, governance layers, and orchestration infrastructure shaping how health systems deploy AI at scale.","id":"wfl_7b48e4c74d4250110971","name":"Enterprise AI & Agent Orchestration","slug":"enterprise-agents"},{"description":"FDA-regulated radiology, cardiology, pathology, and ophthalmology algorithms. The most mature evidence regime: FDA clearances, peer-reviewed validation, and deployment-scale economics.","id":"wfl_4b7e7098d5509075c399","name":"Imaging & Diagnostic AI","slug":"imaging-diagnostics"},{"description":"Conversational AI for scheduling, registration, call containment, and navigation across payer-provider interfaces.","id":"wfl_3603fd148addfdb6145a","name":"Patient Access & Contact Center AI","slug":"patient-access"},{"description":"Autonomous coding, denial management, and prior-authorization automation. Direct economic buyers with measurable ROI: cost-to-collect, denial rates, payback period.","id":"wfl_7b5a1378ace256946163","name":"Revenue Cycle / Coding / Prior Auth","slug":"revenue-cycle"}]}