Healthcare, associations, and regulated operations use Halley to turn approved content into grounded, source-linked answers — and to qualify the work that needs a human.
Trusted across healthcare, associations & regulated operations





A single-tenant platform turning processed documents and tables into citation-backed answers, with vectors kept on client-controlled infrastructure.
Read case studyThe American Gem Trade Association upgraded their directory with natural-language queries and fuzzy matching, so members find suppliers without exact terms.
Read case studyA national healthcare utilization-management company now runs its fax-based intake through AI-assisted, source-linked processing. Controlled boundaries and clear human escalation are built in.
Read the methods noteSee Halley on your own content: a short, guided walkthrough with controlled boundaries from day one.