Everyone wants to talk about AI in the front office: matching, interviewing, diagnosis, the sexy stuff. Almost nobody is talking about the back office, where administrative burden has quietly become the biggest cost in the system. In healthcare, the number of doctors and nurses has stayed roughly flat for 50 years while the number of administrators has gone up like there's no tomorrow. That curve is the problem.
Eric Ly built KarmaCheck to bend it. KarmaCheck is a background check and credentialing company focused on healthcare, where credentialing is the path to reimbursement and a doctor who gets credentialed in one month instead of six means more revenue and more care delivered.
We're building Human Cloud to do the same thing for the flexible workforce, so businesses can find, vet, and deploy the right talent solution in minutes instead of months without the administrative drag.
In this episode, Eric Ly shares:
- Why the AGI debate is now an academic question: the technology is already good enough to shift real work, whether or not we ever cross the line
- The 50-year chart every operator should see: flat providers, exploding administrators, and why that is the real driver of healthcare cost
- Why credentialing is the path to revenue, and what cutting it from six months to one does to a health system's margin
- Why the biggest AI opportunity is in the back office, not the front office, and why almost nobody is building there
- How every compliance-heavy function, from procurement to HR, has the same disease, and why Human Cloud and KarmaCheck are attacking it from opposite ends
Eric Ly is Co-Founder and CEO of KarmaCheck. He previously co-founded LinkedIn, where he served as its founding CTO, and has spent three decades building in Silicon Valley across multiple waves of technology.
Listen now on Apple Podcasts, Spotify, or wherever you get your podcasts.
About Human Cloud: We help companies find and deploy the right flexible talent solutions in minutes instead of months. We automate discovery, compliance, and orchestration across 1,000+ workforce platforms — so business teams move fast, procurement teams stay in control, and rogue contractor spend turns into a strategic advantage.
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