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The High Stakes of AI Hallucination in Healthcare Quality Assurance
Generate → Release → Regret. This cycle is frustrating for newspapers but a thousand times worse in healthcare. Last week, the Chicago...
Waleed Mohsen
Aug 22 min read
AI Has Changed the QA Compliance Equation for Healthcare Organizations
When it comes to quality assurance (QA) and compliance, healthcare organizations have long faced a tough choice: “Ability” or...
Waleed Mohsen
Jul 302 min read
Addressing CMS's Aggressive Expansion of Risk Adjustment Data Validation Audits
Centers for Medicare & Medicaid Services (CMS) is intensifying its oversight of the Medicare Advantage (MA) program, leveraging...
Waleed Mohsen
Jul 271 min read


Why Healthcare AI Needs a Compliance Safety Net
AI is rapidly transforming healthcare—but most tools are launched without a built-in safety net . Too often, health tech vendors deploy...
Waleed Mohsen
Jul 271 min read


The Four Stages of Compliance Burnout
In healthcare, compliance doesn’t just protect patients. It protects revenue , reputation , and people . But too often, compliance feels...
Waleed Mohsen
Jul 271 min read
Can We vs. Should We: How AI Changes Every Business Decision
Published on July 19, 2024 In a guest article for Mexico Business News , Verbal Founder and CEO Waleed Mohsen explores how the biggest...
Waleed Mohsen
Jul 272 min read


Why Even 98% AI Accuracy Can Be Dangerous in Healthcare
AI sometimes reminds me of a big, scary-looking dog at the park. When it’s on a leash, I don’t worry. I pat its head. I let it lick me....
Waleed Mohsen
Jul 272 min read
Waleed Mohsen on the Future of AI in Healthcare
Interview with Dr. Mobeen Published: July 2025 In this candid conversation, Waleed Mohsen shares the origin story behind Verbal, why AI...
Waleed Mohsen
Jul 271 min read
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