Organization knowledge retrieval

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

See Ragora in action

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.

ragora.eu/dashboard

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.

Studio_Vendor_Library_2024.pdfFabric_Specifications.xlsx

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.

Sunbrella_Heritage_Care_Guide.pdfStudio_Vendor_Library_2024.pdf
Why Ragora

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.

    Upload what you already have

    PDFs, spreadsheets, proposals, and vendor catalogs — Ragora indexes them into your organization's library so everyone searches the same up-to-date files.

    Chat that cites your sources

    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.

    Flows for repeat tasks

    Turn recurring work — like matching products to a catalog — into guided steps on the same knowledge base, with results you can review and export.

    Projects & shared threads

    Group conversations by client, job, or initiative. Share threads with teammates so answers live in Ragora, not scattered across email and DMs.

    One organization, one workspace

    Your team's files, users, and settings stay in your organization. Invite colleagues, adjust prompts, and apply your branding without a heavy IT rollout.

    Plans that grow with you

    Clear usage limits and visibility so small teams can start quickly and scale up as the company grows — without surprise overages.

Customer stories

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.

    EM

    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.

    JO

    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.

    SR

    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.

    TN

    Thomas Nguyen

    Operations Director · Logistics & compliance

    ★★★★★

FAQ

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
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Tell us about your documents, team size, and compliance needs.