Industry-Specific AI: How Junyr Adapts to Your Business Sector
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.
Industry-Specific AI Solutions: How Junyr Adapts Its Agents to Your Business
Every industry has its own processes, regulations, and tools. A generic ERP is not enough. Junyr solves this with a modular sector architecture: a shared foundation for all companies, and dedicated business modules for each vertical.
The Problem: SMEs Deserve Industry-Specific Tools
Small and medium-sized businesses face a dilemma:
- Generic ERPs cover everything but understand nothing about your industry
- Vertical software understands your business but operates in silos
- AI frameworks (LangGraph, n8n, Make) require weeks of development
Junyr offers a third path: a complete ERP foundation enriched with specialized sector modules, all driven by AI agents (Junyrs) that understand your industry.
Sector Architecture: The Plugin Model
Isolation Principle
Junyr uses an architecture of independent sector plugins. Each sector is a self-contained module that enriches the shared foundation without ever modifying it:
| Layer | Role | Availability |
|---|---|---|
| ERP Foundation | 8 business modules (Commercial, Production, HR, Finances, etc.) | All companies |
| AI Agents (Junyrs) | Trained agents, email-to-task, 3-step workflow | All companies |
| Sector modules | Catalog, industry tools, specialized prompts, dedicated APIs | Based on company sector |
Auto-Discovery
Sector modules are discovered automatically at platform startup. No manual configuration is needed: if your company is configured for a sector, the industry-specific features appear in your interface.
Sectors are strictly isolated from one another. The Real Estate module does not know about the Creative Studios module, and vice versa. This isolation guarantees that adding a new sector never impacts existing modules.
Per-Company Configuration
The platform administrator activates the right sector for each company:
- The sector is selected in the company configuration
- Industry-specific modules appear automatically in the dashboard
- AI agents receive sector-specific tools
- Frontend components are loaded only when needed
Sector Status Overview
Promotional Products and General are live today. The other sectors (Real Estate, Creative Studios, Professional Training) are on the roadmap and not yet usable in production.
| Sector | Status | Technical Key | Main Features |
|---|---|---|---|
| Promotional Products | Operational | objet_media | Product catalog, suppliers, marking, margin, quoting |
| General | Operational | general | Full ERP foundation without sector-specific module |
| Real Estate | In Development | immobilier | Property analysis, cadastre, DVF, DPE, valuation |
| Creative Studios | Coming Soon | artistes_studios | Portfolio, creative briefs, booking, project tracking |
| Professional Training | Coming Soon | formation_pro | Curriculum, certifications, scheduling |
Real Estate -- In Development
The real estate sector on Junyr is being built for agencies, brokers, and real estate professionals. Backend valuation and geocoding services exist, but the module is not yet exposed in the interface (no router, no UI, no agent tools), so it is not usable in production today.
Backend Services (not yet exposed)
| Service | Function | Status |
|---|---|---|
| Property analysis | Extraction and enrichment of real estate data | Backend ready |
| Cadastre | Cadastral parcel lookup | Backend ready |
| Valuation | Value estimation based on market data | Backend ready |
| Geocoding | Location and geographic enrichment | Backend ready |
| Search | Real estate search URL construction | Backend ready |
Industry APIs (planned)
The planned real estate module will leverage French public data APIs:
| API | Description | Data |
|---|---|---|
| DVF | Demandes de Valeurs Foncieres | Price per sqm history, recent transactions |
| Cadastre | Cadastral parcels | Land surface, boundaries, zoning |
| DPE | Energy Performance Diagnostics | Energy label (A-G), consumption |
| Georisques | Natural and technological risks | Flooding, seismic, clay, pollution |
Creative Studios -- Coming Soon
The creative studios sector is planned for design agencies, photographers, illustrators, and production studios. It is an empty skeleton today and not yet available.
Planned Features
| Feature | Description |
|---|---|
| Portfolio management | Work catalog with thumbnails, categories, and tags |
| Booking system | Availability calendar, online booking requests |
| License management | Usage rights tracking, duration, and territories |
| Creative quotes | Quotes adapted to creative services (rights, prints, retouching) |
Typical Use Cases
- Photographer: Booking management, gallery delivery, image rights invoicing
- Design agency: Creative pipeline, client validation, iteration management
- Production studio: Resource planning, technical quotes, post-production tracking
The plugin architecture allows isolating this sector without impacting other modules.
Professional Training -- Coming Soon
The professional training sector (training organizations, certified centers, independent trainers) is also planned.
Planned Features
| Feature | Description |
|---|---|
| Curriculum management | Training programs, modules, pedagogical objectives |
| Certification tracking | Certifications issued, validity dates, renewals |
| Session scheduling | Training calendar, registrations, waiting lists |
| Training agreements | Automatic generation of Qualiopi compliance documents |
| Learner tracking | Progress, evaluations, completion certificates |
Typical Use Cases
- Qualiopi-certified organization: Session management, agreements, attendance, and reviews
- Independent trainer: Training catalog, online registrations, invoicing
- Internal training center: Training plans, skills tracking, HR reporting
Training organizations can use the HR module from the ERP foundation for trainer management and the Finances module for invoicing, while awaiting specialized features.
The ERP Foundation: Shared Across All Sectors
Regardless of industry, every company on Junyr benefits from the complete ERP foundation with 8 modules:
The 8 Modules
| Module | Main Features | Color |
|---|---|---|
| Dashboard | KPIs, pipeline, roadmap, alerts, cash overview | Indigo |
| Commercial | Prospects, quotes, follow-ups, sales pipeline, statistics | Blue |
| Production | Orders, production projects, quality reviews | Amber |
| HR | Staff (human + AI Junyrs), roles, validations, onboarding, trainings | Emerald |
| Admin / Legal | Document vault, dispute management | Slate |
| Finances | Invoices, expenses, cash flow, AI expense reports (OCR, VAT, URSSAF) | Green |
| CSR | Carbon footprint, CSR reports, certifications, CSR actions | Teal |
| Marketing | Website metrics, social media posts, marketing KPIs | Pink |
Cross-Cutting Features
In addition to the 8 ERP modules, all companies have access to:
| Feature | Description |
|---|---|
| AI agents (Junyrs) | Trainable agents that process tasks via email |
| Universal Inbox | Emails, documents, and datasets in one workspace |
| Project 360 | Unified view of all project interactions |
| Smart Web Scraping | 7-source parallel data extraction |
| 3-Step Workflow | Query check, execution, result verification |
| AI Expense Reports | Receipt OCR, VAT recovery, URSSAF compliance |
| Global Search | Full-text search across 9 ERP tables (French + English) |
| Smart Feed | Urgency-scored alerts (overdue invoices, dormant prospects) |
| Team Management | Invitations, roles, company members |
| PDF Export | Fast generation via Typst with custom branding |
The ERP foundation is sufficient for the majority of SME needs. Sector modules enrich it with industry-specific tools.
How Sector Modules Are Designed
Strict Isolation
Each sector module follows strict isolation rules:
- Zero inter-sector dependencies: the Real Estate module does not know about the Creative Studios module
- Zero impact on the foundation: the core ERP runs without any sector loaded
- Conditional loading: a sector's components are only downloaded if the company uses that sector
- Dynamic AI tools: agents receive their sector's tools at execution time
Dedicated API
Each sector has its own API namespace, clearly separated from the foundation:
/api/erp/... -- Core ERP (all sectors)
/api/sectors/real_estate/... -- Real Estate
/api/sectors/creative_studios/... -- Creative Studios
This separation guarantees that a bug in a sector module cannot affect the functioning of the foundation or other sectors.
Adding New Sectors
The plugin architecture allows adding a new sector without touching existing code:
- Create the sector directory with its routes, models, and AI tools
- Register in the sector registry
- Auto-discovery loads the new module on restart
- Companies configured for that sector see the new features appear
This model allows Junyr to scale to new industries without ever compromising the stability of existing sectors.
Sector Roadmap
| Phase | Sector | Objective | Timeline |
|---|---|---|---|
| Phase 0 | Promotional Products | Operational | Available now |
| Phase 1 | Real Estate | In Development | Q3 2026 |
| Phase 2 | Creative Studios | Coming Soon | TBD |
| Phase 3 | Professional Training | Complete module | TBD |
Priorities are adjusted based on user feedback and demand. If your sector is not yet covered, the full ERP foundation is already available to manage your business.
Early Adopter Program: Shape Your Sector Module
Junyr launches an early adopter program for each new sector. Participating companies benefit from:
| Benefit | Detail |
|---|---|
| Early access | Use the sector module before general availability |
| Co-construction | Your feedback directly shapes the features |
| Preferential pricing | Discount on the plan throughout the construction phase |
| Dedicated support | Direct contact with the product team |
| Custom AI tools | Your real-world use cases become native tools |
Sectors Open to the Program
- Real Estate: Real estate agencies, property managers, developers
- Creative Studios: Photographers, designers, production studios
- Professional Training: Qualiopi organizations, training centers, independent trainers
- Other sector: Have a specific industry? Contact us to evaluate feasibility
Summary
| Question | Answer |
|---|---|
| How many sectors? | Promotional Products operational, 1 in development (Real Estate), 2 planned (Creative Studios, Professional Training), + general foundation |
| Is the ERP foundation enough? | Yes, 8 complete modules cover the majority of SME needs |
| Do I need a sector to use Junyr? | No, "general" mode works for any business |
| Are sectors paid add-ons? | Included in the base plan, no extra charge |
| Can I request a new sector? | Yes, via the early adopter program |
Junyr combines the power of a complete ERP with the specialization of dedicated industry tools. Each sector benefits from AI agents trained on its specific processes, without compromising the stability of the shared foundation.
Interested in your sector? Join the early adopter program or start with the full ERP foundation.
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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