Each customer library is prepared for a vertical with a large shared body of knowledge, a monthly credit allowance, and a sample view of the context crystals available after sign-up.
In operating-memory evaluations, hosted crystals improved workflow judgment over both no-context calls and raw-source RAG. The result is compact, reusable professional memory instead of paying every turn to push more retrieved text into the model.
Average operating-memory score gain across seven verticals.
The crystal beat source stuffing even when retrieval was available.
Every tested vertical improved over model-only responses.
Crystals beat or tied raw-source RAG on average across the sweep.
Raw-source RAG pays repeatedly for retrieval, prompt tokens, latency, and human review when extra context distracts the model. A crystal turns shared professional knowledge into reusable operating memory, so teams can keep context lean while the underlying source corpus and distillation system stay protected.
Start with the industry corpus, then connect your own authorized work when the library is ready.
Prepared legal reference libraries for firms that need grounded drafting, research, review, and matter work from shared legal authorities.
Prepared film reference libraries for studios that need continuity, rights-aware development, archive discovery, and production support from shared industry knowledge.
Prepared insurance reference libraries for carrier teams working across policy language, claims handling, coverage questions, and regulatory change.
Shared accounting reference for audit, tax, disclosure and advisory teams, ready before any client file is connected.
Shared public regulatory reference for guidance, labeling, submissions, safety communications and approval history.
Shared building-code, specification and permitting reference for project teams, ready before any project file is connected.
Prepared regulatory reference libraries for compliance, legal, and risk teams that need grounded analysis from shared financial services authorities before adding firm-specific decisions.
View planPrepared healthcare compliance libraries for teams working across privacy, billing, accreditation, audits, and regulatory operations.
Prepared employment law libraries for in-house counsel and HR compliance teams working across multistate obligations, California-specific requirements, and workforce policy questions.
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