Find answers across hundreds of documents in seconds
Ragora helps teams retrieve grounded answers from PDFs, spreadsheets, and more — scoped to your organization and ready for regulated environments.
Hundreds
of documents searchable at once
Seconds
to a grounded answer, not hours of Ctrl+F
40+
file formats supported
From upload to cited answer — in one workspace
A single pane for documents, threaded chat, projects, and agent flows — all backed by the same organization-scoped knowledge base.
I'm sourcing sofa fabrics for a family room refresh — which options in our studio library are pet-friendly and still feel high-end?
Ragora
From your studio vendor library, Sunbrella Heritage in Slate and Perennials Sutherland in Fog are tagged pet-friendly and residential-grade. Both exceed 50,000 double rubs and appear on your firm's pre-approved list for living spaces.
What are the care instructions for Sunbrella Heritage in Slate?
Ragora
Spot-clean with mild soap and water; machine-wash removable covers on cold and air dry. Avoid bleach and dry cleaning — per Sunbrella's care sheet, that keeps the finish warranty intact.
RAG that fits how growing organizations work
Not another generic chatbot — a practical way for small and medium teams to find answers in the documents they already rely on every day.
PDFs, spreadsheets, proposals, and vendor catalogs — Ragora indexes them into your organization's library so everyone searches the same up-to-date files.
Ask in plain language and get answers from your documents, with links back to the file. Optional web search when you need it — your library stays the default.
Turn recurring work — like matching products to a catalog — into guided steps on the same knowledge base, with results you can review and export.
Group conversations by client, job, or initiative. Share threads with teammates so answers live in Ragora, not scattered across email and DMs.
Your team's files, users, and settings stay in your organization. Invite colleagues, adjust prompts, and apply your branding without a heavy IT rollout.
Clear usage limits and visibility so small teams can start quickly and scale up as the company grows — without surprise overages.
Teams that cannot afford wrong answers
Ragora is built for document-heavy organizations where accuracy and traceability matter more than flashy demos.
We replaced three different search tools with Ragora. Legal can ask questions in plain language and get paragraph-level citations back in seconds.
Elena Marchetti
General Counsel · Industrial equipment distributor
★★★★★
The catalog matching flow cut our manual SKU alignment work in half. Same vector store as chat means we are not maintaining two knowledge silos.
James Okonkwo
Head of Product Data · B2B marketplace
★★★★★
Tenant isolation was non-negotiable for us. Ragora keeps prompts, uploads, and retrieval inside our org boundary — exactly what our security review needed.
Sofia Reyes
IT Security Lead · Healthcare services group
★★★★★
Onboarding new analysts used to mean weeks of reading binders. Now they start in the dashboard, pin project threads, and learn from cited answers.
Thomas Nguyen
Operations Director · Logistics & compliance
★★★★★
Questions teams ask before they switch
Still unsure? Reach out — we respond within one business day.
Ready when you are
Put your document library to work this quarter
Start with a focused pilot: one team, one document set, cited answers in days — not months of custom integration.
- No credit card required to explore with your org
- Security & data residency questions welcome upfront
- Hands-on help scoping flows and document types
Book a conversation
Tell us about your documents, team size, and compliance needs.