A six-month RAG projectA knowledge base that answers today
Upload your sources and they arrive chunked, embedded and indexed without you writing a pipeline. Nobody on your team maintains retrieval infrastructure.
doctiling · the editorial AI studio
Talk to your company's information.Knowledge bases, not another chat.
Bring PDFs, notes, tables and systems into knowledge bases you govern — one per client, per team or per case. The agent answers citing the exact block, and that same base gets shared with your team or connected over MCP to the tools you already work in.
Sponsored free access · by invitation · no credit card
built on
Frontier AICosine-search RAGMCP-readyCustom tools
real capture · every answer ships with its citation
17one-click analysis lenses — 7 for documents, 5 for tables, 5 for graphs
768dimensions per indexed block: search reads meaning, not keywords
25AI runs a day on the sponsored free seat — no credit card
4SQL engines you query in plain language — libSQL, ClickHouse, Postgres, MySQL
the market shift
Don't implement a RAG. Operate knowledge bases.
Standing up retrieval used to be a project: a team, a pipeline, an eval harness and somebody maintaining it. That part is product now. What decides the outcome is how you govern your knowledge bases — who feeds them, who asks, and from which tool.
One index for the whole companyOne base per domain, with its own rules
Each base carries its own system prompt, enabled tools, token limits and permissions. Sales does not inherit Legal's judgement, and one client never sees another's corpus.
Knowledge locked inside another appKnowledge leaves through MCP into the tools you use
A knowledge base is exposed as a read-only MCP endpoint with a scoped, revocable token: your team chat, CRM or editor asks and gets cited answers back.
Depending on whoever built the indexYou run the sources, the access and the agents
Add documents, assign roles, switch tools on or off and revoke tokens from inside the product. Knowledge management goes back to whoever knows the domain.
explore in parts
Three paths, one at a time.
Each piece of the product has its own page, so you only read the one you care about today.
in context
The same knowledge, wherever the work happens.
From the office desk to the student's bed — one cited agent across cloud, desktop and mobile.
Collaboration
Analyze as a team, on the fly.
Focus
From document to decision.
Study
Anywhere, anytime.
Demanding sectors
Health, finance and legal.
the video
See it in action.
Two minutes: bring documents into a knowledge base, ask, and watch every answer come back with its citation.
made for people who live in documentsResearchersLegal teamsConsultantsGrad studentsProduct teamsAnalystsTechnical writersKnowledge ops
how it runs
Three moves from blank page to grounded draft.
01
Create a knowledge base
Give it a name, a system prompt and the tools it should keep. Defaults work — overrides are quick.
02
Bring your sources
Drop PDFs, paste text, build tables. Doctiling chunks, embeds and indexes in the background.
03
Ask, cite, refine
Chat with the knowledge base in Analyze, Synthesize or Dialogue mode, or open Mirror view to stack analyses beside a single document. Save any result as a variant — iterate without losing the trail.
multitenancy
Pick the isolation level that matches your risk.
Doctiling runs as a multitenant studio. Free access is sponsored and invitation-only — request a demo and we activate your seat. Paid tiers move you to your own database; Platinum adds dedicated infra and a development team that can tailor the core to your workflow.
tier 0$0
Free · Sponsored seat
Sponsored free access, by invitation. Request a demo and we activate your seat in the shared studio with a sponsored AI budget — no credit card. Your data stays logically scoped per user.
- By invitation — request a demo to activate your seat.
- Sponsored AI budget · 25 AI calls/day · 100/week.
- All Free-tier limits enforced server-side.
tier 1On request
Gold · Private studio
Your own dedicated database — isolated from every other tenant. Same hosted runtime, but no neighbour shares your rows or embeddings. White-label branding is included.
- Dedicated database, schema migrations on your timeline.
- Custom domain + white-label branding.
- Higher quotas, priority support, dedicated onboarding.
tier 2On request
Platinum · Sovereign studio
Dedicated database AND dedicated infrastructure. Plus a development team that works alongside your stakeholders — humans and AI agents — to modify the Doctiling core: prompts, tools, integrations, UI surfaces. Built for organizations that need the engine, not just the wrapper.
- Dedicated database + dedicated runtime hosts.
- Full white-label, customizable core (prompts, tools, UI).
- Dedicated dev + AI-agent squad attached to your tenant.
request access
Request your free access.
Tell us who you are and what you want to ground in cited documents. We'll review your request and email you an invitation — your sponsored free seat, no credit card. Teams can ask about Gold and Platinum here too.
questions
Everything you'd ask before signing in.
ready when you are
Stop planning your RAG. Start operating your knowledge bases.
Request your free access with your email — we review it and send the invitation shortly. No credit card. Already invited? Sign in and your first knowledge base is one click away.