KZWS.Ai builds and operates production AI for regulated businesses — where the model is the easy half, and the rules, the audits, and the evidence are the actual work.
Get in touch See AEPEngine →Three things, all running today. No decks, no pilots-that-never-ship.
Software where the compliance check is the feature, not the fine print. Our flagship, AEPEngine, audits Medicare-agency marketing against the live CMS rules.
Our systems run unattended, every day, in production — monitored, logged, and reviewed. Operating AI is the discipline; demos are the easy part.
The regulations our products depend on are watched by machine, weekly, against the federal source of record. When a cited rule changes, we know before it matters.
The Lead & Compliance Engine for ad-driven Medicare agencies: TCPA-consent lead funnels, CMS-aware marketing content, and compliance audits of live ads against live rules. For agencies — not beneficiaries.
KZWS.Ai systems have run in production inside a working Medicare agency since spring 2026 — triaging inbound email, answering plan-cost questions, and monitoring the CMS marketing rules that govern every ad the agency runs.
Quiet software doing regulated work, every day. We don't name clients on this page.
KZWS.Ai is founder-run and deliberately small — one builder, a fleet of production agents, and no outsourced judgment. We build the systems we would trust with our own compliance, and we operate everything we ship.
One inbox, read by the founder:
wes@kzws.ai