Discover our guides, comparisons and analyses on AI agents and automation.
Detailed comparison between Junyr and n8n for automation and AI agents. Features, pricing, use cases.
Comparison between Junyr and Make (Integromat). Native email, AI-credits vs operations pricing, industry vertical.
Junyr vs Zapier comparison. Context and memory, integrated CRM, transparent vs task-based pricing.
AI Employees vs Workflows: understand the fundamental difference. Delegate instead of configure.
Complete guide to choose between Junyr, Zapier, Make, n8n, LangGraph. Decision matrix by need.
JMAP Resources unifies emails, documents, datasets. 3-tier late binding, Project 360 View. End treasure hunt across 5 apps.
Real TCO of Junyr, n8n, Make, Zapier, LangGraph. Hidden costs (infra, apps, DevOps), operations/tasks traps. Junyr from €149/month all-inclusive.
Junyr simplifies its pricing: a base plan at €149/month with no commitment — assisted migration and on-site training included, 5,000 AI credits, 5 GB. Additional user €79/month. Enterprise: by quote.
Why Junyr is built by a French mission-driven company, hosted at OVH, with code optimized to reduce digital footprint. ISO 14001, EcoVadis, and Bilan Carbone natively supported.
France's mandatory e-invoicing goes live in September 2026. Junyr is building reception, bank reconciliation and Factur-X emission through an Approved Platform — to guide you toward compliance.
Junyr includes a built-in migration wizard to import your contacts and emails from Gmail, Outlook, or CSV files. Column mapping, real-time progress tracking, and duplicate detection.
Junyr automatically classifies your emails by priority using AI. Smart Triage assigns each thread to a space (urgent, important, informational) so you focus on what matters first.
How to deploy AI in an SME in 5 steps: maturity audit, roadmap, 30-day pilot, team deployment, and ROI measurement. Real-world field experience with results measured at Day 90.
Case study: a 12-person agency deployed AI agents for DVF lead qualification, cadastre analysis, and visit report generation. 40% time freed, +65% qualified leads in 28 days.
Case study: a 25-person Qualiopi-certified training organization automated session admin, personalized learning paths, and tripled its delivery capacity with AI agents.
White paper by Paul-Antoine Tual: the Méthode Junyr™ (3 levels), the 5 fatal AI transformation mistakes, the INDUSTEC case study (+1.7 margin points) and a 12-month roadmap to move from isolated experimentation to structural competitive advantage.
Totale, Sécurisée, Simple: pick the AI access level per mailbox, independently. PGP at-rest encryption, PII anonymization, 24-word recovery code.
Nightly RFC 3161 cryptographic timestamping for every email received and sent. Downloadable certified PDF with QR code, public verifier without an account.
After 6 months of building, we're flipping Junyr inside out. Your inbox is now the home screen. Here's what changed and why.
Point Junyr at your own LLM server (Ollama, LM Studio, vLLM…) and every realtime AI feature runs on your hardware. AI works even on your most confidential inboxes — without ever leaving your machine.
Junyr ships a native MCP (Model Context Protocol) server. Connect Claude Desktop or Claude.ai in minutes and query your emails, quotes, invoices, contacts, calendar and financials in plain language — company-scoped and governed by your Totale/Sécurisée/Simple confidentiality tiers.
Ask Junyr is an agentic RAG AI assistant built into the sidebar. Ask a question — "which quotes are pending?", "summarize the Dupont thread" — and it reads your real emails, quotes, invoices, projects, contacts and calendar to answer with clickable cited sources.
Junyr moves to a single price of €149/month with no commitment. Assisted migration (up to 100,000 messages) and on-site training are now included in the base plan. Each additional user is €79/month. 14-day free trial.
Detailed comparison between Junyr and n8n for automation and AI agents. Features, pricing, use cases.
Comparison between Junyr and Make (Integromat). Native email, AI-credits vs operations pricing, industry vertical.
Junyr vs Zapier comparison. Context and memory, integrated CRM, transparent vs task-based pricing.
Junyr vs LangGraph: Production-ready SaaS or development framework? Multi-tenant, UI, pricing.
AI Employees vs Workflows: understand the fundamental difference. Delegate instead of configure.
Complete guide to choose between Junyr, Zapier, Make, n8n, LangGraph. Decision matrix by need.
Integrated Stalwart mail server vs external Gmail integrations. Real-time Email-to-Task, custom domains, S3 archiving.
Query Check, Execution, Verification: the 3-step workflow that significantly reduces errors and guarantees quality.
JMAP Resources unifies emails, documents, datasets. 3-tier late binding, Project 360 View. End treasure hunt across 5 apps.
Real TCO of Junyr, n8n, Make, Zapier, LangGraph. Hidden costs (infra, apps, DevOps), operations/tasks traps. Junyr from €149/month all-inclusive.
Production-grade multi-tenant: schema-per-company PostgreSQL isolation, verified domains, white-label, multi-level admins. B2B agencies.
Sector-specific modules vs generic tools. Promotional products (objet_media) operational. Real estate, creative studios and professional training in development. 8-module integrated ERP.
Ask Junyr aggregates 9 real-time sources (emails, quotes, invoices, projects, contacts, prospects, calendar, documents, affaires) to answer business questions in natural language. Anti-hallucination, factual reviewer, clickable cited sources.
Junyr simplifies its pricing: a base plan at €149/month with no commitment — assisted migration and on-site training included, 5,000 AI credits, 5 GB. Additional user €79/month. Enterprise: by quote.
Junyr integrates French public APIs (DVF, DPE, Cadastre) for automated property analysis and reliable valuations. Sector module currently in development.
Junyr's sector plugin architecture: auto-discovered modules, specialized AI tools, and business-specific prompts. Promotional products (objet_media) sector is operational. Real estate, creative studios, and professional training are in development.
Creative studios sector module is currently in development. Junyr is building portfolio management, creative briefs, talent booking, and project delivery tracking for artists and creative agencies.
Why Junyr is built by a French mission-driven company, hosted at OVH, with code optimized to reduce digital footprint. ISO 14001, EcoVadis, and Bilan Carbone natively supported.
France's mandatory e-invoicing goes live in September 2026. Junyr is building reception, bank reconciliation and Factur-X emission through an Approved Platform — to guide you toward compliance.
Junyr includes a built-in migration wizard to import your contacts and emails from Gmail, Outlook, or CSV files. Column mapping, real-time progress tracking, and duplicate detection.
Junyr automatically classifies your emails by priority using AI. Smart Triage assigns each thread to a space (urgent, important, informational) so you focus on what matters first.
Junyr supports push notifications via the Web Push API. Get instant alerts on your browser or mobile device, even when the app is not open.
Junyr now includes a built-in help center. Bilingual articles (FR/EN), instant search, and organized categories to quickly find answers to your questions.
How to deploy AI in an SME in 5 steps: maturity audit, roadmap, 30-day pilot, team deployment, and ROI measurement. Real-world field experience with results measured at Day 90.
Case study: a 12-person agency deployed AI agents for DVF lead qualification, cadastre analysis, and visit report generation. 40% time freed, +65% qualified leads in 28 days.
Case study: a 25-person Qualiopi-certified training organization automated session admin, personalized learning paths, and tripled its delivery capacity with AI agents.
White paper by Paul-Antoine Tual: the Méthode Junyr™ (3 levels), the 5 fatal AI transformation mistakes, the INDUSTEC case study (+1.7 margin points) and a 12-month roadmap to move from isolated experimentation to structural competitive advantage.
Totale, Sécurisée, Simple: pick the AI access level per mailbox, independently. PGP at-rest encryption, PII anonymization, 24-word recovery code.
Nightly RFC 3161 cryptographic timestamping for every email received and sent. Downloadable certified PDF with QR code, public verifier without an account.
After 6 months of building, we're flipping Junyr inside out. Your inbox is now the home screen. Here's what changed and why.
An AI agent is a delegable coworker: it needs a clear mandate, documented supervision and an auditable log. How Junyr Agents™ formalizes all three.
Junyr converts every document — email attachments, quotes, invoices, receipts — to Markdown + structured data, summarizes it, and automatically links it to the right company, project, contact and meeting. Full-text and semantic search included.
Point Junyr at your own LLM server (Ollama, LM Studio, vLLM…) and every realtime AI feature runs on your hardware. AI works even on your most confidential inboxes — without ever leaving your machine.
Junyr ships a native MCP (Model Context Protocol) server. Connect Claude Desktop or Claude.ai in minutes and query your emails, quotes, invoices, contacts, calendar and financials in plain language — company-scoped and governed by your Totale/Sécurisée/Simple confidentiality tiers.
Ask Junyr is an agentic RAG AI assistant built into the sidebar. Ask a question — "which quotes are pending?", "summarize the Dupont thread" — and it reads your real emails, quotes, invoices, projects, contacts and calendar to answer with clickable cited sources.
Junyr moves to a single price of €149/month with no commitment. Assisted migration (up to 100,000 messages) and on-site training are now included in the base plan. Each additional user is €79/month. 14-day free trial.
A full calendar (day/week/month, time-blocking, public booking page) paired with self-hosted WebRTC video meetings. Junyr even detects meetings inside your emails and suggests adding them.
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