AI plays an important role-but not by fixing fragmented data on its own. The work of organizing, connecting, and interpreting healthcare information still belongs to people and the systems they build. Where AI helps is after that foundation is in place: by bringing the right information forward at the right time, reducing the effort it takes to find what matters, and supporting better decisions in the moment of care.
U.S. federal authorities and industry officials are urging hospitals and clinics to address a critical flaw in BeyondTrust Remote Support and Privileged Remote Access software, which if exploited, could give an attacker a foothold inside a corporate network. The U.S. Department of Health and Human Services in an alert Thursday warned healthcare and public health sector organizations to review and address the vulnerability in light of rising cyberattacks targeting those entities.
In a single streaming pipeline, you might be processing HL7 FHIR messages with frequent specification updates, claims data following various payer-specific formats, provider directory information with inconsistent taxonomies, and patient demographics with privacy redaction requirements. Our member eligibility stream processes roughly 50,000 records per minute during peak enrollment periods.
Between March 2020 and March 2022, over 100 million telemedicine services were delivered to approximately 17 million Australians. The Australian government invested $409 million to make telehealth permanent, whilst the UK announced £600 million for digital health infrastructure in April 2025. Patient adoption is equally impressive: 60% find telemedicine more convenient than in-person appointments, 55% report higher satisfaction with teleconsultations, and 74% of millennials prefer virtual appointments for routine care. These aren't temporary shifts; they represent a fundamental transformation in healthcare delivery.
The chair of the Oireachtas Health Committee has described a €10m increase in the cost of a national medical laboratory IT system as "an omnishambles". The health service signed a €33m contract for the system known as MedLis with Oracle Health in 2015 and agreed a €17.9m contract extension for it in 2022.
As Theresa Defino recently reported, HHS OCR will prioritize risk assessments and expand its investigations into risk management in 2026. Alisa Chestler and Layna Cook Rush of Baker Donelson have summarized some recent recommendations from HHS OCR's January 2026 Cybersecurity Newsletter that regulated entities may want to pay increased attention to at this point: Patching Is a Required Risk Management Activity Legacy Systems and Unpatchable Vulnerabilities Are Not Excuses Unnecessary Software and Default Accounts Create Hidden Risk