Sovereign AI for enterprises that can't afford to lose control of their data

You already spent
an hour today
searching for a file.

Connect all your internal data — documents, databases, emails — into one AI-powered search. Ask in plain language, get cited answers in seconds. Your content never leaves your systems.

Searching Drive...
Maybe Notion?
Wait, SharePoint?
Or Dropbox?
Still nothing.

No migration · No infrastructure changes · Your data stays yours

Data sovereign
Swiss-built
EPFL research
No data migration
The problem in numbers

It's not you.
It's the infrastructure.

You were sold the cloud as the answer. In reality, each service created a new silo. Your team's knowledge is split across 5, 6, 7 apps that never talk to each other. And when someone asks a question, the answer is always somewhere — just never where you're looking.

"We need exactly this internally — we've been asking for it for two years." — Enterprise practitioners in regulated organizations
1.8h
lost every day per employee searching for information across disconnected tools
40+
SaaS apps per person used daily — and none of them search each other
80%
of enterprise data is unstructured — hidden from traditional search
Real enterprises. Real problems.

This happens every week.

These aren't hypotheticals. These are conversations happening inside regulated organizations right now.

COMPLIANCE — MONDAY
Regulator audit in 48 hours.
5 years of reports across 3 systems and 2 formats. An auditor spends a full week manually aggregating documents — to answer one question.
R&D — TUESDAY
"Did we already solve this?"
The answer exists somewhere internally. But verifying costs too much — so a 6-month project starts from zero. Again.
WITH UNVELY — 30 SECONDS
One query. Sourced answer.
Plain language across all systems simultaneously. Synthesized answer with citations, page numbers, and direct links.
The solution

One place.
All your knowledge.

Unvely connects all your internal data sources into a single intelligent search. Ask in plain language. Get cited, synthesized answers in seconds — no matter where the source lives.

Unvely ● 3 sources connected
What were the key findings of the 2022 compliance audit on liquidity risk?
Querying 847 documents across 3 sources…
Three main findings: (1) Intraday liquidity monitoring gaps in CHF positions, (2) LCR reporting lag exceeding 4h on settlement days, (3) Stress scenario assumptions outdated vs 2022 guidelines.
audit_2022_final.pdf · p.14 liquidity_reports_Q3.xlsx Email thread — Dec 2022
AUDIT LOG
Query by: m.dubois@corp.ch · Permission: Compliance-L3 · Docs accessed: 3 of 847
Architecture

Zero-copy by design.

Your raw text never enters our systems. We store only embeddings and structural metadata — opaque vectors that can't reconstruct a document. When you query, we fetch the text from your source in real time, verify your permissions, and hand back the answer. No copies, no mirrors, no shadow index.

Text exists in one place: where you put it.

Live truth

Every answer, fresh on every query.

No sync pipelines. No nightly crawls. No stale windows. Your content is verified against the source the moment you ask.

Fetched live, not cached stale
Every result is fetched from the source at query time. If a document changed 30 seconds ago, you get the current version — not yesterday's snapshot.
Self-healing consistency
Unvely detects document changes — via source webhooks and query-time verification — and re-indexes automatically. You will never make a decision based on an outdated document.
Under 2 seconds, cold or warm
Cold queries fetch directly from source in under 2 seconds. Frequently accessed documents are served from an opt-in encrypted ephemeral cache for sub-second response.
Data sovereignty

Your content never leaves your systems.
Period.

Unvely runs in the cloud — your documents don't. Because we never store your text, sovereignty isn't about where we're deployed. It's about where your data stays: exactly where you put it.

Your content stays put
Raw text is never copied, never mirrored, never cached unless you opt in — and even then, only ephemerally. Source systems remain the sole record.
European-built. No US dependency.
Designed in Switzerland for EU and Swiss regulatory frameworks. GDPR, nLPD, and EU AI Act ready.
Bring your own model
Mistral, Claude, GPT, or fully local. Your contracts, your certifications. Zero vendor lock-in.
Every action audit-logged
Who queried, when, which documents surfaced. Immutable trail, exportable for any regulator.
What changes everything

Built to find,
not to search.

Every feature exists for one reason: give your team its time back.

Answers in < 2 seconds
Semantic vector search. Ask "Q3 revenue growth" without knowing the exact file name. The AI understands your intent.
Dirty data is the default
PDFs from 2009. Files named "final_v3_REAL". No cleaning, no tagging, no preparation needed. Connect and query in 48 hours.
Bring your own model
Mistral, Claude, GPT, or fully local. Your contracts, your certifications, your model. Zero vendor lock-in.
Audit-ready from day one
Every query, every document accessed, every answer — logged immutably. Exportable for FINMA, GDPR, or any compliance framework.
Permission-aware
Document-level access controls from the source are preserved. Users only find what they're allowed to see. Compliance-ready.
Why not the others?

They process your data.
We don't.

Every competitor extracts your document text and stores a permanent copy alongside the embedding. If their sync fails, you get stale results. If their store is breached, your content is exposed. Unvely stores only opaque vectors and structural metadata — your text exists in one place: where you put it.

Sovereign*
Dirty data
BYOM
Glean
Hebbia
MS Copilot
~
Dust.tt
~
Unvely

*Sovereign = customer content is never stored outside source systems. Competitors that offer self-hosted or VPC deployments (e.g. Glean) still extract and store text copies within that perimeter.

Based on public documentation and deployment models, 2026.

How it works

Operational in 48 hours.

01
Connect your sources in one click
Google Drive, Notion, SharePoint, Dropbox, GitHub — authorize each via secure OAuth. Your credentials are never stored. No admin setup required.
02
Indexing happens in the background
Unvely chunks, embeds, and indexes your documents silently. Only vectors and metadata are stored — never your raw text. Zero-trust from day one.
03
Ask. Find. Move on.
Type "client proposal Q3" or "compliance audit 2022". Get the right answer in under 2 seconds — with citations, sources, and direct links.
Compatibility

All your sources. One place.

The tools you already use — without changing any habits.

Google Drive
Notion
SharePoint
Dropbox
GitHub
Slack soon
Gmail soon
Confluence soon
Works with your tools
Google Drive
Notion
SharePoint
Dropbox
GitHub
Slack
Gmail
Confluence
Google Drive
Notion
SharePoint
Dropbox
GitHub
Slack
Gmail
Confluence
Google Drive
Notion
SharePoint
Dropbox
GitHub
Slack
Gmail
Confluence
Google Drive
Notion
SharePoint
Dropbox
GitHub
Slack
Gmail
Confluence
FAQ

Questions you might have.

What sources does Unvely connect to?
Google Drive, Notion, SharePoint, Dropbox, and GitHub out of the box. Slack, Gmail, and Confluence are coming soon. Each source is connected via secure OAuth — your credentials are never stored.
Is my data stored by Unvely?
No. Unvely uses a zero-trust architecture. Only vector embeddings and metadata are stored — never your raw text. Document content is fetched on-demand from the original source after permission checks pass.
How is Unvely different from Google Drive search?
Google Drive search only searches Google Drive. Unvely searches across all your connected sources simultaneously and returns AI-generated answers with citations — not just file links.
How does Unvely handle document permissions?
Document-level access controls from each source are preserved. When you search, results are filtered by your permissions — you only see documents you're authorized to access in the original source.
Can I use Unvely with my team?
Yes. Unvely is built for teams. Each member connects their own sources. Permission-aware search means everyone sees only what they should. Shared workspace features are coming soon.
Early access

Stop searching.
First answer in 48 hours.

Connect your sources. No migration, no infrastructure changes. Your first AI-powered answer across all internal data — in 48 hours, not 6 months.

No commitment · No spam · We only email when it matters