Healthcare
One continuous glucose monitor, three different submission channels, depending on the payer. After nine years, our practice had six front doors for prior auth and no map — and most of what makes a PA succeed lives in one coordinator's head. Here's the whiteboard workflow we drew before writing a line of code.
Sachin Gangupantula15 min read
Healthcare
We deployed an inbox triage agent at Valley Diabetes & Obesity to clear a 47-fax morning pile. Ten months later it auto-routes 80% of inbound fax, email, and voicemail and has recaptured $50K+ — but the real story is the 20% it couldn't classify, where device recalls, self-generated prior auths, and hospital hand-backs were quietly slipping through.
Sachin Gangupantula
Healthcare
Physicians spend 13 hours a week on prior authorization. 67% of denials are never appealed. Every solution the industry has shipped — outsourced PA, CoverMyMeds, payer portals, AI auto-fill, the new wave of agentic PA startups — was built for the payer, not the independent practice. The first round of CMS-mandated public data confirms what staff schedules have shown for years: this is working exactly how it was designed. It just wasn't designed for us.
Sachin Gangupantula
Healthcare
A physician I know recently said this out loud, to no one in particular, after a long day: I don't want another peer-to-peer call with insurance to justify my care. That sentence is the single most common feeling in American medicine right now — and it's not burnout. It's architecture. This is what the wheel costs, and why agentic systems are the first off-ramp in thirty years.
Sachin Gangupantula
Healthcare
Independent medical practices lose over $50,000 annually to unsorted faxes, voicemails, and unworked messages. An AI inbox triage agent can cut processing time from 120 minutes to 15 minutes per day and recover revenue hiding in the blind inbox.
Sachin Gangupantula
Healthcare
The U.S. healthcare industry spends $43 billion annually on eligibility and benefit verification — the most expensive administrative workflow in medical practice operations. Most of this work is still performed manually, with front-desk staff logging into 12 separate payer portals per session. A single-agent automation approach can eliminate portal logins entirely while improving verification accuracy.
Sachin Gangupantula
Healthcare
Independent medical practices face a five-front squeeze — collapsing reimbursement, crushing administrative burden, AI-powered claim denials, staff burnout, and technology that solves one problem while worsening four others. Agentic AI gives independent practices the first tool capable of fighting back on every front simultaneously.
Sachin Gangupantula
We have run agents in production for 24 months. Tell us what you are trying to automate and we will tell you plainly whether agents help.