Reliable
Cross-checked answers, consensus and judge gates — the same prompt produces a defendable result every time.
Whether you're answering customers, summarizing claims, or briefing executives — Vorana gives every team the same three things: reliability, control, and a clean audit trail.
Cross-checked answers, consensus and judge gates — the same prompt produces a defendable result every time.
Cached, routed, and optimized — deterministic prompts hit cache, cascades fall through cheap models first.
Policy and PII enforced before egress — signed bundles, per-tenant keys, BAA-friendly vendor locking.
Every answer signed and replayable — CMK-encrypted records, retention policies, evidence on demand.
Schema and rule checks at the gateway. Bad shapes never reach a model. Bad prompts never reach a customer.
Hybrid retrieval over your sources. Citations come back with the answer — not generated alongside it.
Vendor-neutral execution. Cascade cheap to premium by score. Per-tenant credentials, per-tenant routing.
Consensus across providers and an LLM judge. Disagreements get flagged or escalated — never silently shipped.
Composite confidence on every answer. Deterministic prompts cached, not re-billed. Low-confidence runs route to review.
PII masked before egress. Every run signed, CMK-encrypted, replayable by run id — months after it happened.
Public-facing chat, support agents, in-product help — with answers your legal team can defend.
Contracts, claims, filings, research — summarized with citations, redacted by policy, replayable on demand.
Sales enablement, HR Q&A, engineering assistants — grounded in your sources, never leaking outside them.
Risk reviews, triage, prioritization — with confidence scores and the ability to second-opinion any answer.
Drafting reports, generating insights, summarizing dashboards — all with cost capped per team and per use case.
One reliability layer for every business unit. Platform sets the rails. Each team ships at its own pace.
Org-wide registry of vetted skills — redactors, judges, retrievers, summarizers. Build once, version, sign, share. Every project's agents stay consistent.