Verity Systems debuts Verity Lite, a privacy-first LLM for enterprise UX research

AI · 4 min read

Verity Lite is a compact, privacy-first large language model designed for tasks such as interview summarization, sentiment extraction, and categorization of qualitative feedback. The model runs on customer infrastructure or in a verified enclave to prevent telemetry leakage.

Verity Systems announced $22 million in new financing led by SecureGrowth Partners to accelerate integrations with research platforms and improve explainability features. The company emphasizes chain-of-custody logs and query-level redaction as core components for regulated industries.

Product managers and UX researchers piloting Verity Lite report faster tagging workflows and clearer audit trails for sensitive user data. Verity plans to add multimodal capabilities later this year, including anonymized voice transcription and image obfuscation for usability testing.