Every night, Junyr reads and summarizes your email, links your data into a knowledge graph, prepares your meetings and reports, and drafts your replies. By morning your briefing and your day are ready — you approve in one click.
The Junyr Night: what the AI does while you sleep
In short — Every night, between 10 pm and 6 am, the Junyr Suite goes over your business: it reads and summarizes your email, links your contacts, companies and projects into a knowledge graph, prepares the prep sheet for tomorrow's meetings, generates your deal reports and drafts suggested replies. By morning, your briefing is ready and your day is organized — all that's left is to approve, in one click.
The real SME problem: the day goes to filing, not deciding
Most AI tools bolt a layer on top of your work: a copilot you have to prompt, an export to paste back, an attachment to file. You end up with more tools, not less admin.
The Junyr Suite flips it around. While you sleep, the AI does the preparation and filing — the work that eats your mornings. We call it The Junyr Night (technically, the Reflexions pipeline).
The Junyr Night: one pipeline, eight jobs
Every night, on your own sovereign infrastructure, the AI runs eight steps. Here's what it does — and what you get back when you wake up.
| Step | What the AI does overnight | What you get in the morning |
|---|---|---|
| Read & summarize | Reads your email threads and summarizes each | One thread = one clear summary, not a pile to triage |
| Knowledge graph | Extracts contacts, companies and projects and links them | Every exchange attached to the right file, no filing |
| OCR attachments | Reads and indexes invoices, quotes and scanned PDFs | Your attachments searchable and filed |
| Deduplication | Spots duplicates and suggests merges | A clean CRM, merges to approve in one click |
| Priority triage | Sorts urgent vs important (Eisenhower matrix) | A prioritized inbox, not a chronological one |
| Deal reports | Summarizes progress on each project | The state of your deals, up to date |
| Meeting prep | Assembles a prep sheet per meeting tomorrow | Context, open quotes, unpaid invoices, latest exchanges |
| Suggested replies | Drafts reply proposals | Replies ready to review and send |
None of these steps ask anything of you during the night. In the morning, it's all already there.
In the morning: the briefing, not the inbox
At 6 am, the Junyr Suite assembles your morning briefing. It's adapted to your role — a founder, a sales rep and an office manager don't see the same synthesis — and you can listen to it in the car (audio is generated on your own voice server, never in a third-party cloud).
Every point in the briefing is an action: an overdue invoice, a stalled deal, a client awaiting a reply. You handle each in one click. It's the opposite of starting the day in front of a meaningless inbox.
Sovereign by design: the night doesn't leak
Preparing your day overnight only makes sense if your data stays with you. Three guarantees:
- Sovereign processing. The pipeline runs on our own European infrastructure — or, if you choose, on your own local AI server (Ollama, LM Studio, vLLM).
- Per-mailbox confidentiality. Three levels (Simple, Sécurisée, Totale) define, per company, what the AI may read. In Sécurisée mode, personal data is pseudonymized before any processing.
- The human decides. The AI prepares and proposes — it sends nothing on its own. Replies are suggestions, merges are proposed, and you approve.
Frequently asked questions
What does Junyr do overnight?
Every night, Junyr reads and summarizes your email, links your contacts, companies and projects into a knowledge graph, OCRs and files your attachments, suggests deduplications, triages your messages by priority, prepares the prep sheet for tomorrow's meetings, generates your deal reports and drafts suggested replies. By morning, your briefing and your day are ready.
When does the nightly pipeline run?
The Reflexions pipeline runs overnight, typically between 10 pm and 6 am, so your briefing is ready when you wake up. You don't launch anything: it's automatic.
Does my data go to the cloud overnight?
No. Processing is sovereign, on European infrastructure, and can even run on your own local AI server. Confidentiality is set per company (Simple, Sécurisée, Totale), and in Sécurisée mode personal data is pseudonymized before any AI processing.
Does Junyr send my emails for me?
No. The replies prepared overnight are suggestions you find when you open a thread. You review, adjust and send them yourself. Nothing is sent automatically.
Do I need to set anything up to use it?
No. The Junyr Night is included and on by default. Just use your Junyr inbox; the AI does the rest every night.
The Junyr Night is included in the Junyr Société plan at no extra cost — like Junyr Agents, the CRM and the 8 ERP modules. See the pricing details or request a demo: we'll show you Junyr live, on your own use cases.
Junyr Team
AI Platform Team
The Junyr team builds AI workforce tools that help European SMEs recruit, train, and manage autonomous AI agents for everyday business tasks.
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