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We discuss how to make LLMs reliable for insurance data extraction. LLMs don't work out of the box. The challenge is staying accurate across messy submissions, conflicting fields, …

Congrats -- great post, new health insurance options are much needed! How did you assemble your provider network and how do major hospital options compare to other major carriers (…

Suril here. We think of our service as an outsourced benefits team member. We handle ongoing payments and issues with carriers (which are surprisingly common), payroll adjustments,…