Can AI Models Change Without Changing Their Controls?
Compare AI model pricing while retaining AI agent controls, tokenization and approval records for billing, claims and other regulated work.
Research topic
open-weights models
Research on open-weights models for AI agent workflows, with tokenization, access controls and evidence for teams handling sensitive business data.
Can Open-Weights Models Work on Regulated Records?
Assess open-weights AI agent deployments for PHI, PII and tokenization, including self-hosting controls for claims and patient-account tasks.