Notes from Melange Labs

Notes on data, models, and regulated records.

How we buy records from enterprises, what we pay for them, and how the models we build on top compound for the orgs that contribute.

01
June 2026 4 min read
RL-as-a-Service for organizations with large administrative workflows
Why admin-heavy enterprises (hospitals, law firms, insurance carriers) are the right fit for continuously-learning agents — and how RLaaS differs from the one-shot fine-tuning most orgs are buying today.
02
June 2026 3 min read
Your records as a recurring revenue stream
Why a one-time data sale undervalues what you're really providing — and how a multi-period licensing structure turns your records into an annuity.