AI Agents studio · Aix-Marseille
Aix-based studio specialized in designing AI Agents that automate your most time-consuming workflows — prospecting, qualification, monitoring, reporting, writing. No internal data team required. No budget explosion.
45 minutes · No commitment · Aix, Marseille or video call
They trust us
Public, industrial, and B2B organizations supported by Katalyx.
Four steps, rigorous scoping, and the conviction that an AI Agent only creates value when it runs in production.
Mapping of your company's 10 most time-consuming processes, feasibility × ROI × risk scoring, Top 3 prioritization. You leave with a clear, actionable map.
AI Agent architecture, LLM selection (GPT, Claude, Mistral, open source), connection to your tools via API or MCP, user testing. The pilot runs in your environment.
Deployment on your stack, monitoring, guardrails, training for internal users. A human stays in the loop on critical actions.
New features, new Agents, prompt optimization, multi-agent setups once ROI is proven. Monthly reporting on hours saved and quality.
You can start at any step. Most of our clients begin with the audit — that is where we identify where AI truly creates value.
Map your opportunities in 1 week.
We review your 10 most time-consuming processes, score them on 3 axes (feasibility × ROI × risk), and deliver a prioritized Top 3 roadmap. No follow-on commitment.
1 week · 1 workshop · 1 PDF deliverable
Custom-built, connected to your tools.
Architecture, LLM choice, orchestration, guardrails. We design Agents that execute a B2B workflow end to end — qualification, monitoring, writing, reporting.
Into your products and processes.
We integrate GPT, Claude, Mistral or open-source models into your applications, CRMs, and intranets. API, MCP, RAG on your private data — everything needed to make it run.
Web, mobile, SaaS — AI-native.
When the AI Agent becomes a product. We design and build SaaS products, web platforms, and mobile apps around your AI use cases. From mockup to deployment.
For your operational teams.
Your teams become autonomous with Agents: prompts, guardrails, reading outputs, iteration. Short sessions, case-by-case workshops, actionable materials.
We deliberately speak to your senses: an AI Agent is not a PowerPoint slide. It is a change felt every day, in every team.
CEO · Industrial mid-market
Imagine receiving every Monday morning
a synthetic report consolidating production, margin, incidents, and top clients — written by an Agent that read your 14 dashboards overnight.
3.5 hours recovered every Monday, from week one.
Partner · Consulting firm
Hear the silence of your consultants
who no longer do manual research: an AI Agent produces a contact brief in 3 minutes on any target company — news, leadership, weak signals.
12 billable research hours recovered per consultant per week.
Founder · B2B SaaS
Feel that clarity
of having an SDR AI Agent that qualifies 100% of inbound leads in under 2 minutes, 24/7, and routes priority opportunities to your AEs in real time.
0 leads lost overnight or on weekends. 2.4× conversion on inbounds.
VAKOG · See · Hear · Feel — qualification method used at Katalyx to scope use cases.
Industry, agri-food, construction, professional services, healthcare, SaaS, aerospace, space, defense, maritime, rail — a method calibrated for each context.
See all industries5.0 out of 5 · 13 reviews
Source: Google
Mohamed Seghir
il y a 2 mois
« Très belle collaboration avec l'équipe Katalyx sur le développement d'iZola. Projet exigeant techniquement (KYC biométrique, signature électronique, scoring), tenue des délais, qualité du code, et surtout un vrai dialogue produit du début à la fin. Un mot pour Victor, notre chef de projet : disponibilité, rigueur, écoute, et cette capacité rare à anticiper les sujets avant qu'ils deviennent des problèmes. Une vraie différence sur un projet de cette ampleur. Merci à toute l'équipe — on continue l'aventure ensemble. À recommander. »
Marie-Anne Falconet
il y a un mois
« Nous avons fait appel à Katalyx pour le développement d'une appli de reconnaissance d'images par IA pour identifier les jouets que nous reconditionnons. Tout le process a été hyper pro, super suivi, documentation détaillée, disponibilité de l'équipe, échanges très fluides. Je recommande vraiment pour tous vos projets, ce sont de vrais experts ! »
Enzo Gauben
il y a 2 mois
« La société Katalyx a permis à notre entreprise de développer et designer notre application iZola de 0. Nous recommandons grandement leur service et leur rigueur qui nous a permis d’avancer en toute sérénité sur le développement de cette dernier de A à Z. Merci à toute l’équipe Katalyx 🤝 Enzo »
Fernandes Denis
il y a 10 mois
« Katalyx nous a accompagné avec une approche très structurée pour développer de nouvelles solutions. Leur compréhension de nos enjeux stratégiques et leur capacité à transformer une idée en plan d’action concret font vraiment la différence. Je recommande vivement pour toute entreprise qui veut accélérer son développement »
Jérôme Staszak
il y a 10 mois
« J’ai eu l’occasion d’échanger à plusieurs reprises avec Enguerrand dans un cadre entrepreneurial. Ce qui m’a marqué, c’est sa capacité à penser “stratégie” avant d’agir, à chercher des solutions concrètes plutôt que des promesses. Son approche est jeune, mais déjà structurée et tournée vers le développement de solutions qui font sens pour les entrepreneurs. Un bel état d’esprit, beaucoup de clarté et une vraie orientation résultat. »
The questions we hear in 8 audits out of 10. If yours is missing, ask it during the flash AI audit — it is free, and honest.
No. We handle the full technical side — architecture, LLM selection, integrations, monitoring. Your role is to explain your processes and validate results with your business teams.
Depending on the use case, we use GPT (OpenAI), Claude (Anthropic), Mistral (Europe), or open-source models. We choose based on quality, cost, and GDPR constraints — a workflow that handles personal data will not run on the same model as a public monitoring Agent.
All our Agents are instrumented with monitoring, guardrails, and a human in the loop on critical actions. Errors are caught in logs, fixed in prompts or orchestration, and patches are deployed continuously.
Yes — HubSpot, Salesforce, Pipedrive, Zoho, and most internal tools via API or MCP (Model Context Protocol). If your tool has no public API, we look together for an alternative integration path.
Our pilots start at €4,500 excl. VAT for a focused AI Agent. Production pricing depends on complexity, LLM call volume, and integration depth — between €1,500 and €8,000 excl. VAT per month. The 45-minute flash AI audit is free and without commitment.
We look at one of your workflows together. We score it (feasibility × ROI × risk). You leave with an honest framing — pilot-ready, to avoid, or to postpone.
