EU/SE · Stockholm region · Mistral-powered
EU-hosted · Stockholm v3 — Mistral Large 2

Turn legacy support knowledge into agent-ready documents.

Clarifyr ingests your PDFs, screenshots, recordings and wiki sprawl — then publishes clean, structured, citation-tracked documents your chatbots and agents can actually answer from. Hosted in Sweden, reasoned in France.

No credit card EU data residency GDPR & EU AI Act-aligned
clarifyr.com / pipeline
RUN · 00:00:42
setup-guide-v4.pdf PDF · 38 pages
4.2MB
dashboard-error.png SCREENSHOT · 1440×900
812KB
onboarding-loom.mp4 VIDEO · 14:22
128MB
CLARIFYR extract→structure
AGENT.DOC v3 · structured
{
  "id":    "kb_4912",
  "title": "Resetting 2FA",
  "tags":  ["security","auth"],
  "steps": [
    { "n":1, "do": "Open Settings" },
    { "n":2, "do": "Choose Security" },
    { "n":3, "do": "Tap Reset 2FA" }
  ],
  "sources":[
    "setup-guide-v4.pdf#p12",
    "onboarding-loom.mp4@03:14"
  ],
  // EU residency: SE-STO-1
}
§ 01 How it works

Four steps from a folder of legacy docs to a knowledge base your agents can reason over.

No prompt-stuffing, no copy-paste. A deterministic pipeline that preserves source provenance at every hop.

01 · INGEST

Drop everything in.

Bulk-upload PDFs, DOCX, screenshots, recordings — or connect Zendesk, Confluence and Notion. Crawled, deduped, version-tracked.

FILES · URLS · FEEDS
02 · EXTRACT

Read past the format.

Pixtral vision-OCR for screenshots, Whisper transcripts for Vimeo and YouTube videos, layout-aware parsing for PDFs. Every span keeps a back-pointer to its source.

OCR · ASR · LAYOUT
03 · STRUCTURE

Shape it for agents.

Mistral models in France normalise tone, split into atomic Q&A units, attach intent tags and emit a schema your tools can ingest — JSON, Markdown or your own template.

SCHEMA · TAGS · CITES
04 · SYNC

Ship to your stack.

Push to your agent framework, vector store, or helpdesk via REST API. Re-runs are incremental — change one source, only its dependants rebuild.

API · WEBHOOK · SDK
§ 02 Inputs

Bring the mess. We're built for the formats your knowledge actually lives in.

Connectors and parsers for the unloved corners of your support stack — not just clean Markdown.

FEATURED · UNSTRUCTURED MEDIA
Screenshots, recordings & whiteboard photos.
Pixtral vision-OCR for product screenshots. Automatic Whisper transcription for Vimeo and YouTube walkthroughs. Visual context survives into the final doc.
onboarding-loom.mp4 13 steps · 4 screenshots · 1 chart
.PDF
PDF documents
Layout-aware, table-aware.
.DOCX · .ODT
Word & Office
Comments, revisions, embeds.
ZENDESK
Zendesk Guide
Full article sync — categories, metadata, embedded images and Vimeo videos. Auto-transcribed and re-synced on update.
CONFLUENCE
Confluence Cloud & DC
Spaces, labels, ancestry.
NOTION
Notion workspaces
Databases, toggles, callouts.
SHAREPOINT
SharePoint & OneDrive
Permission-aware crawl.
SLACK
Slack threads
Resolved-question mining.
HTTPS://
Web & help-centre URLs
Sitemap-aware crawler.
§ 03 Sovereignty

EU‑first by construction, not by checkbox.

Your documents are hosted in Sweden. Inference runs on Mistral, in France. No data leaves the bloc — ever — and nothing trains a model that isn't yours.

SE-STO-1 · primary region 59.3293° N
18.0686° E
Stockholm · SE-STO-1
primary residency · 100% EU data plane · 0 transatlantic hops
Inference

Mistral, in France.

All reasoning runs on Mistral models hosted in EU regions. No fallback to non-EU providers, ever — opt-in or otherwise.

Residency

Documents stay in Sweden.

Object storage in Stockholm, encrypted with EU-managed keys. Optional pinning to a second EU region for resilience.

Training

Your data trains nothing.

Customer content is excluded from any model training by contract and by default. Logs auto-expire in 30 days.

Regulation

EU AI Act-aligned.

System cards, provenance trails and human-in-the-loop hooks for every output. GDPR DPA out of the box.

Data residencySweden — SE-STO-1
InferenceMistral · FR
StandardsGDPR
FrameworkEU AI Act-aligned
§ 04 Integrations

Output where your agents already live.

Generic JSON-LD for anything, first-class adapters for the rest.

Le
Mistral Le ChatNATIVE · ENTERPRISE
LC
LangChainPY · JS
LI
LlamaIndexPY
VF
VoiceflowCONVERSATIONAL
Rs
RasaOPEN SOURCE
Zd
Zendesk AIHELPDESK
In
Intercom FinHELPDESK
Fr
FrontHELPDESK
Qd
QdrantVECTOR · EU
Wv
WeaviateVECTOR
Pg
pgvectorPOSTGRES
El
ElasticSEARCH
n8
n8nAUTOMATION
Mk
MakeAUTOMATION
{}
REST & WebhooksEVERYTHING ELSE

Simple pricing

No hidden fees. Cancel anytime. All plans include EU data residency.

STARTER
€299/month

For small teams getting started with AI support.

500 articles indexed
10,000 API queries/month
Video transcription
Image analysis (Pixtral)
GDPR DPA included
EU data residency
GROWTH
€799/month

For growing companies with active support operations.

2,000 articles indexed
50,000 API queries/month
Video transcription
Image analysis (Pixtral)
GDPR DPA included
EU data residency
ENTERPRISE
Custom

Dedicated infrastructure, SLA, and custom onboarding.

Unlimited articles indexed
Unlimited API queries/month
Video transcription
Image analysis (Pixtral)
GDPR DPA included
EU data residency
All plans include a 14-day free trial. No credit card required to start. · Contact us for volume discounts.

Clean up the knowledge base. Keep it in Europe.

Start a workspace in under two minutes — first 100 documents are on us.

EU residency No card Cancel anytime