The healthcare industry has reached something it rarely achieves: near-total agreement. Surveys show 97 percent of healthcare professionals believe AI should support clinical expertise rather than replace it. Human review and validation rank as the top driver of trust in AI outputs. The governance question — who stays at the helm, who holds accountability — has been settled faster than most predicted.
But consensus on governance doesn't mean the harder problem is solved. Nearly 75% of
Read More
Health IT & Digital Health-Opinion | Op-Eds | Guest Columns | Analysis, Insights - HIT Consultant
Moving Healthcare AI from Experimental Pilots to Scaled Execution
Healthcare organizations have spent the last several years exploring AI to address mounting operational and financial pressures—from staffing shortages to rising patient expectations for always-on digital access.
Now, the conversation has shifted. The question is no longer whether AI can help, but whether it can be deployed in a way that is scalable, governed, and capable of delivering measurable value in production environments.
Across health systems, specialty groups, and multi-location
Read More
Why Venture Building Is The Only Answer to AI-Driven Disruption in Healthcare
AI is accelerating everything, from how fast an individual can make a grocery list to the speed at which drug discovery timelines play out for pharmaceutical manufacturers. However, many in the healthcare industry are clinging to the old R&D playbook, and legacy strategies will no longer cut it in the time of automation and machine learning. The shift is structural, so it can’t be gradual. Those who remain slow and steady will not win this race.
As AI and personalized medicine reshape the
Read More
The Financial Pressure on Hospitals is Real — Here’s One Place to Find Relief
Hospital finance leaders don’t need a report to tell them things are difficult, but the American Hospital Association’s latest “Costs of Caring” report does something extremely useful: it puts concrete numbers behind pressures that have been building for years and shows just how much they’ve compounded.
The picture the report paints is one of mounting strain across the industry. Total hospital expenses grew 7.5% in 2025, more than twice the rate of growth in hospital
Read More
What Senior Leaders Actually Need to Know About Scaling Digital in
Pharma
Digital transformation in pharma usually starts off strong, big vision, budget gets approved, everyone’s aligned, but scaling it is where things get messy. At the leadership level, this really becomes an orchestration problem. It’s like trying to expand a manufacturing plant while everything is still running. You can’t pause production, you can’t mess up compliance, and you definitely can’t create chaos on the floor. Scaling digital works the same way. You’re layering in new systems, new
Read More
Prior Authorization Technology Is the Weakest Link in the GLP-1 Revolution
The clinical case for GLP-1 receptor agonists in obesity management is no longer a debate. Randomized controlled trials have demonstrated sustained weight reduction of 15 to 22 percent of body weight, meaningful improvements in cardiovascular outcomes, and reductions in obesity related comorbidities including type 2 diabetes and sleep apnea. The American Association of Clinical Endocrinology, the American Gastroenterological Association, and major cardiology societies have all updated their
Read More
What Unstructured Data is Really Costing Healthcare
At the center of some of healthcare’s most important conversations about patient access, provider burnout, and interoperability is a single pain point: unstructured data.
When the HITECH Act pushed healthcare into the digital age, it prompted a shift to structured data formats that our industry has yet to master. As a result, interoperability suffers, patient data is incomplete or missed, and providers and staff spend more time than ever wading through data that may not net relevant
Read More
Where IME Documentation Breaks Traditional Healthcare Workflows
Independent Medical Examination (IME) documentation exposes a gap in how healthcare systems handle documentation. While most clinical workflows are designed around structured, encounter-based documentation, IME reporting operates outside those assumptions.
The result is a category of documentation that is essential to administrative, insurance, and legal processes, but poorly aligned with the systems used to manage clinical data.
The issue is not that IME documentation is complex. It’s
Read More
Why Validation is Becoming the Proving Ground for AI in Life Sciences
The measurable business impact of AI is lagging way behind the hype. McKinsey found that about 80% of companies now use gen AI in at least one function, yet only about 40% are seeing EBIT impact from it. Of that 40%, most of the measurable impact falls under 5%. Another concerning finding is that nearly half of the IT organizations surveyed plan to increase their investment in gen AI, yet investment is actually decreasing in the foundations needed to scale gen AI, like secure infrastructure,
Read More
Hybrid Care 2.0: How AI-Powered Telehealth and Predictive Analytics Are Redefining Medicine
The future of healthcare is no longer just in hospitals or on screens, but in-between. Starting in 2026, a hybrid model is evolving to become the primary method of care delivery. Hybrid Care 2.0 integrates AI-powered telehealth, continuous remote monitoring, smart triage, and predictive analytics into a responsive, patient-centered experience that meets people where they are.
From Reactive to Predictive
The most important change is not just about technology, but about mindset. For years,
Read More
