Why start with training rather than a piece of software?

Because a technology is only adopted if teams actually understand it. In-house, in-person training upskills your teams (with the AI Act framework built in) and, crucially, maps your processes — the raw material that reveals where AI creates value. We then recommend the tool from the field, never cold: training first, then mapping, then tooling up with Junyr Suite.

What is Junyr Suite and how does it fit with the support?

Junyr Suite is our sovereign, AI-native business management platform for European SMEs: one engine, declined into sector specialties (Sepialy, Timbry, Maisonnez). Our support work (training plus change management) opens the door and maps the ground; Junyr Suite then capitalizes on that work and industrializes it. One partner, from the training room to your information system.

How much does an AI diagnostic cost for a 50-person SME?

A full AI diagnostic for a 50-employee SME costs between 3,000 and 6,000 EUR excl. VAT, depending on process complexity and the number of business functions covered. It includes a quantified maturity report, an opportunity map, and a prioritized 12-month roadmap.

How long does it take to deploy an AI agent in production?

The first AI agent is deployed in production in 30 days with our operational pilot. This covers configuration, user testing, and measuring the first gains. Subsequent agents are deployed in 2 to 3 weeks thanks to the infrastructure already in place.

Do we need to rebuild our IT system before adopting AI?

No. Our AI agents integrate into your existing IT system via custom APIs and connectors — CRM, ERP, email, DMS. We start with what you already have. Rebuilding your IT system is never a prerequisite: it's a common mistake that needlessly delays projects by 12 to 18 months.

What is the difference between sovereign AI and US AI?

Sovereign AI hosts data and models in Europe, under GDPR jurisdiction, with no transfer to US or Asian servers. US AI (OpenAI, Google, Microsoft Azure US) can transfer your data outside the EU by default. For a French SME, that represents a real legal risk under GDPR and the US Cloud Act.

How do I choose between generative AI and predictive AI for my SME?

Generative AI (LLMs such as Mistral or Claude) excels at drafting, summarizing, responding, and automating text exchanges. Predictive AI (classic ML) is better suited to forecasting sales, detecting anomalies, or scoring leads. Most SMEs benefit from both: generative AI for office tasks, predictive AI for structured data.

How long does it take to see results with AI?

The first time savings appear at day 30 with our operational pilot. An average gain of 30 to 60 percent of administrative time is measured at day 90 on targeted processes.

Do we need to change our software or CRM to adopt AI?

No. Our AI agents integrate into your existing tools — email, CRM, ERP. We build custom connectors to avoid any operational disruption.

How do we protect confidential data when using AI?

Our AI agents operate with automatic sanitization of sensitive PII data before any processing. Sovereign hosting in Europe, native GDPR compliance, zero transfer to servers outside the EU.

What budget should we plan for an AI transformation in an SME or mid-cap?

For an SME, a first AI transformation scope typically represents 15,000 to 45,000 EUR excl. VAT over 6 months; for a multi-site mid-cap, 60,000 to 150,000 EUR excl. VAT depending on the number of processes and entities. Average observed ROI turns positive from month 4.

Is AI only for large companies with data teams?

No. SMEs and mid-caps are today among the primary beneficiaries of next-generation AI agents. Even without a dedicated data team, it is possible to deploy operational agents on business processes in under 30 days, starting at 3,000 EUR excl. VAT.

Will AI replace our employees?

No. AI takes over repetitive, low-value-added tasks (data entry, sorting, follow-ups, reporting), freeing your teams for high-value-added work: client relations, creativity, decision-making.

Is "Junyr" related to "junior"?

No. Junyr (pronounced like "junior") is the name of our method and our AI software suite — a nod to the transition from the junior stage to autonomy. The Méthode Junyr is our AI maturity framework for SMEs, with no connection whatsoever to a junior profile.

Croissance & Transitions

The legal entity behind the Junyr brands.

Croissance et Transitions does not sell and does not communicate under its own name. It contracts, invoices and holds the Qualiopi certification for its two brands. Everything you are looking for is on junyr.eu or junyr.app.

Brand 1 · the network

Junyr.eu

The network of AI transformation practitioners: training, IT modernisation and change management. It starts with a free 30-minute maturity audit.

Go to junyr.eu →

Brand 2 · the tool

Junyr Suite

The independent AI tool — independent from Big Tech, sovereign, hosted in Europe. ERP, CRM, mail and Agent Factory on a single base, with its vertical editions.

Go to junyr.app →

Personal authority

Paul-Antoine Tual

The founder's blog, white papers and intellectual signature. A standalone site, outside the brand architecture.

Go to paulantoinetual.fr →