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Karrie Short4d ago · 7 min read

Software for Device Sales Organizations: Why the Commission Line Is the Record to Get Right

Every month, on about the fifth, someone at a device sales organization opens a spreadsheet and rebuilds last month's commissions by hand. I was that someone for a long time. The spreadsheet is not th

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Karrie ShortOct 14 · 7 min read

Inventory Management Software for Medical Device Distributors: Why the Data Model Has to Be Different

I have sat through a lot of inventory software demos, first as a buyer running operations for a medical device distributor and later as someone building the software. The demos fail in the same place

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DentivaOct 10 · 4 min read

Replacing SMS with WhatsApp Cloud API for Clinic Appointment Workflows: Architecture and Edge Cases

When running a clinical SaaS in India, communication channels make or break appointment adherence. When we built Dentiva, our initial prototype used transactional SMS gateways for appointment confirma

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tomerOct 6 · 2 min read

When the vendor's webhooks skip steps

At my last company, we used prior authorizations through our prescribing vendor, and for a while we couldn't trust the status updates. When we submitted a prior authorization, we expected a sequence o

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John Alexander KamauOct 6 · 6 min read

We ran HealthBench on our health AI's safety layer. It scored lower than the bare model.

I build Tabibu, a health-information assistant. It adds a safety layer on top of a language model: emergency escalation, refusing prescription doses, answering from retrieved sources, and a reviewer t

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PDF4meOct 5 · 8 min read

What Does an Insurance Card Parser Return? Member ID, Plan, and Rx Data Explained

Hand a health insurance card to a generic OCR tool and you will get a transcript: every character on the card, in roughly the order it appeared, with no idea which string is the member ID and which is

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Kevin KiruiOct 2 · 6 min read

A Human in the Loop Does Not Automatically Make an AI Workflow Safe

One of the most common phrases in healthcare AI is: “A human is always in the loop.” It sounds reassuring. But a human reviewing an AI output does not automatically make the workflow safe. The impor

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Saikat DuttaSep 21 · 11 min read

Why Healthcare AI Projects Struggle After the Pilot Stage

Artificial intelligence has no shortage of potential applications in healthcare. Organizations are experimenting with clinical documentation tools, patient communication systems, predictive analytics,

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Muhammad TahirSep 17 · 16 min read

Architecting HIPAA-Compliant Cloud: Encryption, RBAC, and Audit Logs for 2026

This article was originally published on Muhammad Tahir's Portfolio. Introduction & Industry Context The landscape of healthcare data security is undergoing rapid transformation, particularly concerni

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Mike BuzzSep 16 · 10 min read

How to Evaluate a HIPAA-Compliant Telehealth Platform in 2026

A HIPAA-compliant telehealth platform should be evaluated across the full patient communication workflow: how a patient enters a visit, who can access electronic protected health information (ePHI), w

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