Your company's brain.
In everything you do.

Quelvio continuously understands your company's knowledge across every system — what's authoritative, what's recent, what's persistent, what's temporary, and what should be forgotten.

Connects to the tools your team already uses
Google DriveSharePointNotionSlackConfluenceTeamsBoxDropboxOneDrive
Google DriveSharePointNotionSlackConfluenceTeamsBoxDropboxOneDrive
How it works

Better answers start with
better knowledge.

01
Internal silos

Scattered

Drive, SharePoint, Notion, Slack, Confluence — your team's knowledge lives in eight different places. Nobody can find what someone already wrote. New hires recreate work that already exists.

02
Enterprise search

Better retrieval

Better retrieval mechanics, same expertise problem. Keyword matches don't know which author is authoritative. Full-text search doesn't know which answer is current.

03
Quelvio

Authority-scored, cross-referenced, attributed.

Acts like a company brain: continuously ingesting, chunking, embedding, ranking, forgetting, and re-ranking knowledge based on authority, freshness, durability, permissions, and usage.

For organizations

What your organization
actually knows.

Most enterprise knowledge lives in videos, PDFs, threads, and people's heads — invisible to search, impossible to synthesize. And as companies deploy AI agents, context becomes the bottleneck. LLMs can retrieve fragments. MCP can connect to tools. Neither creates a persistent, evolving understanding of your company.

Quelvio does. Indexed in under two seconds, whether you're a team of 50 or 50,000. Employees and AI agents get trusted, permission-aware context at the moment of work. Surface who knows what. See where knowledge is decaying. Trusted organizational memory — for humans and agents.

Explore Quelvio for Enterprise
Retrieval
across docs, videos, wikis, meetings, chat threads — any format, authority-ranked
<200ms
Formats ingested
PDFs, video, audio, slides, wikis, Slack, Notion — semantically understood
14+
Knowledge map
full expertise topology, coverage gaps, and risk signals from connector setup
48hrs
PRICING MODEL
Knowledge Tokens — billed on content and queries, not headcount. 15-20× more cost-efficient at scale than per-seat.
Per token
How Quelvio thinks about your content.

Five steps from raw content
to ranked answers.

What Quelvio ingests

Every format. One brain.

PDFs and Word docs. Videos and meeting recordings. CRMs, tickets, codebases and databases. Slack threads and Notion pages. Spreadsheets, slide decks, audio interviews, scanned images. Quelvio extracts meaning from all of it — text, transcripts, slide content, image OCR — and folds everything into a single searchable brain.

14+ formats supportedNative transcription · OCR · Layout-aware extraction
From content to answers

The five-step pipeline.

01

Ingestion

Connect any source. Documents, wikis, threads, spreadsheets — pulled in with permissions intact.

02

Semantic chunking

Every document split into meaning-based passages. Retrieval happens at the passage level, not the document level, so answers cite the exact paragraph.

03

Taxonomy

Classified across thousands of domains. Queries route to the right expertise, not just keyword matches.

04

Authority scoring

Each piece ranked by the expertise behind it. The engineer who wrote the infrastructure docs scores higher in that domain than someone who commented on them.

05

Cross-referencing

Agreement, disagreement, supersession — the graph of how your team's knowledge relates to itself. Stale content is demoted; current thinking surfaces.

For autonomous agents

Agents need better knowledge.

Stale documentation. Conflicting wikis. A runbook from 2024 that's been quietly superseded. Quelvio gives autonomous agents what generic search APIs can't — authority, freshness, and cross-references — so every retrieval is grounded in what your company actually knows now, not five years ago.

Most knowledge systems are designed for people. Most AI tooling is designed for agents. Quelvio is designed for both — one ranked, permission-aware context layer your employees and your agents both run on.

authority-scoredfreshness-awarecross-referenced
agent: deployment-bot
How Quelvio is different

Why not just an LLM, or just MCP?

Generic LLMs
Static training data
Quelvio:Continuously evolving company memory
Treats an approved policy and a Slack message the same
Quelvio:Distinguishes approved policies from drafts, opinions, and superseded memos
Grounds answers in what they were trained on
Quelvio:Grounds answers in your company's context
Limited memory governance
Quelvio:Supports forgetting, supersession, and lifecycle control
MCP-only access
Connects agents to tools
Quelvio:Builds a living knowledge layer across systems, tools, and files
Pulls information on demand
Quelvio:Pre-processes and continuously ranks context
Tool-centric
Quelvio:Context-centric
Useful for access
Quelvio:Useful for understanding
Wherever your team works, Quelvio is there.

Ask from anywhere.
Answers cite everywhere.

Your employees don't learn a new tool. Quelvio meets them inside Slack, Teams, or the AI assistants they already use — with answers grounded in your company's own knowledge.

Invite @quelvio into any channel. Answers post in-thread with full citations — the source document, the author, the date.

/invite @quelvio
@quelvio what did we decide about rate limiting last quarter?
Where the knowledge comes from.

Your connected sources.

Drive, SharePoint, Notion, Slack, Confluence, Box, Dropbox, Teams, and more. Indexed with full permission awareness — employees only see what they already have access to in the source system.

DriveSharePointNotionSlackConfluenceBoxDropboxTeams
Trust

Built for enterprise trust.

Permission-aware retrieval

Employees only see results from documents they already had access to.

Tenant-isolated

Your content is never visible to others. Enforced at the database, vector, and storage levels.

No training, ever

Your content is never used to train models. Inference APIs only.

Encrypted & verifiable

Encrypted at rest and in transit. Every consent event logged and independently verifiable.

Give your AI your company's brain.

Quelvio is the living memory layer for the agentic enterprise.

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