# Articles tagged with: engagement

> Anthus builds self-aligning AI systems: custom models, agent harnesses, evaluation loops, and unattended automation with a human in the loop, grounded in production operations since 2007.

- [DataParade](https://anth.us/articles/dataparade/index.md): DataParade is a privacy and security product built on a semantic knowledge graph, with a custom ontology and taxonomy that ties into the OCSF standard. Anthus is working with DataParade to develop it. It belongs to the new class of tooling that lets people see what AI agents are doing across a proj… (2026-09-26)
- [Call Criteria](https://anth.us/articles/call-criteria/index.md): Call Criteria scored call-center QA with custom fine-tuned LLM classifiers run by an outside service. It worked, but the vendor was too expensive and too slow to scale to every new scorecard, and they wanted control. We built them an in-house classifier lab on Primus in their own AWS account and op… (2023-10-01)
- [Venue Driver](https://anth.us/articles/venue-driver/index.md): A nightclub management system that has been the backbone of Las Vegas hospitality operations since 2007, processing over a quarter of a billion dollars in total revenue: Handled peak volumes of tens of millions of dollars per monthBegan as an on-premises solution for reservations and guest lists, t… (2021-05-01)