Lost in Referral: How AI Is Fixing Specialty Care Referrals with Derek Baird episode artwork

EPISODE · Apr 14, 2026 · 29 MIN

Lost in Referral: How AI Is Fixing Specialty Care Referrals with Derek Baird

from No Operating Manual · host Erin O'Brien

Derek Baird has been watching the specialty care referral system fail patients for over two decades. As an EMR product manager at 23, he first learned how referrals actually worked. Not much has changed since. Today, as co-founder and CEO of Switchboard Health, he's doing something about it.In this episode, Derek walks Erin through the real cost of a broken referral process. It's not just the frustration of patients who can't find an in-network specialist or wait months for an appointment, but the downstream clinical and financial consequences when people give up entirely. We're talking tens of thousands of dollars in avoidable costs, and health trajectories that get knocked permanently off course.Switchboard's approach works directly inside the EMR, identifying the right specialist at the right moment — factoring in location, insurance, wait times, and clinical fit — so that patients leave the exam room with a plan. Derek also reflects on what's changed in healthcare technology since Switchboard launched in 2022, why the pace of change is forcing even young companies to rebuild from scratch, and what he's learned transitioning from advisor and investor to first-time founder. Including what that actually looks like on a Tuesday night in a Starbucks parking lot.

Derek Baird has been watching the specialty care referral system fail patients for over two decades. As an EMR product manager at 23, he first learned how referrals actually worked. Not much has changed since. Today, as co-founder and CEO of Switchboard Health, he's doing something about it.In this episode, Derek walks Erin through the real cost of a broken referral process. It's not just the frustration of patients who can't find an in-network specialist or wait months for an appointment, but the downstream clinical and financial consequences when people give up entirely. We're talking tens of thousands of dollars in avoidable costs, and health trajectories that get knocked permanently off course.Switchboard's approach works directly inside the EMR, identifying the right specialist at the right moment — factoring in location, insurance, wait times, and clinical fit — so that patients leave the exam room with a plan. Derek also reflects on what's changed in healthcare technology since Switchboard launched in 2022, why the pace of change is forcing even young companies to rebuild from scratch, and what he's learned transitioning from advisor and investor to first-time founder. Including what that actually looks like on a Tuesday night in a Starbucks parking lot.

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Lost in Referral: How AI Is Fixing Specialty Care Referrals with Derek Baird

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This episode was published on April 14, 2026.

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Derek Baird has been watching the specialty care referral system fail patients for over two decades. As an EMR product manager at 23, he first learned how referrals actually worked. Not much has changed since. Today, as co-founder and CEO of...

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