Aproove

Aproove — A Medicare marketing and member-communication compliance record spanning every asset a plan puts in front of beneficiaries: HPMS material submissions with material IDs, submission categories (pre-approval, file-and-use, exempt), timestamps, approvals, revisions and CMS correspondence; a version-controlled centralized disclaimer repository; complete version histories and approval routing across marketing, compliance, legal and operations; broker and third-party marketing organisation (TPMO) scripts and training materials with their review outcomes; archived digital assets (websites, …

Aproove offers (Alternative, Reference, Sentiment) — est. high asset density with strong version multiplicity: a large MA organization fields thousands of marketing and member-facing assets per year across print, digital, broadcast and broker channels, each passing through several versions before approval — so plausibly hundreds of thousands of asset-versions with approval events and disclaimer attachments cumulatively across the client base and years of retention.

Training CMS marketing-compliance classifiers (MCMG and TPMO rule application on real assets with verdicts); automated disclaimer-placement and required-language models; before/after compliance-rewriting pairs for generative regulatory text editing; review-routing and approval-latency prediction; broker and TPMO script violation detection on call scripts; multimodal document-AI evaluation across print, web, email and video ad formats sharing one compliance ground truth; synthetic non-compliant Medicare marketing corpora

The data is with 10 years of history.

Coverage spans US; Health Care Technology, Marketing Services; alternative, reference, sentiment; equities.