Custom AI solutions, built into your tools.
Smart CRM, AI agent / assistant, Enterprise RAG, Chatbots, Generative AI, AI automation, Local AI & custom models, Advanced Analytics, Data Modernization, Client & business portal. AI that actually fits how your business runs.
Why partner with us?
Off-the-shelf AI tools hit a wall fast. ChatGPT answers isolated questions but doesn't know your clients, your processes, your data. You want more than that : an AI system that actually serves your business.
Real enterprise AI doesn't live in a separate tab. It embeds into your existing tools. CRMs, business apps, workflows. It understands your context. It frees your team from no-value work.
We design and build that AI layer custom. RAG on your knowledge base, agents that triage incoming requests, CRMs that suggest the next action. Built for your business, by a senior team based in Geneva.
Concretely, an engagement produces a working system wired into your stack : a RAG assistant that answers from your documents and cites its sources, an agent that drafts replies inside your inbox or CRM, dashboards that consolidate your numbers without a data team. Your data stays under your control — Swiss hosting or your own infrastructure when confidentiality demands it, model choice (Claude, GPT, Gemini or local open-source) driven by the use case, never by hype.
We start small on purpose. One process, automated end to end, measured against the hours it used to consume. Then we extend to the next one. That's how AI adoption sticks : visible wins, no big-bang project.
Most of our clients are SMEs in Geneva and French-speaking Switzerland with real operations — sales, admin, logistics, client service — and no time for lab experiments. If a task takes your team hours and follows rules you can describe, there's a good chance we can automate most of it.
What we build in this family
Real cases : Mellender (real estate CRM with RAG), Crown (360 transformation with smart CRM and RAG), Diagora (business automation).
Smart CRM
AI augmented CRM, built for your business, wired into your tools.
AI agent / assistant
AI agents that act inside your tools, not just chatbots that answer questions.
Enterprise RAG
RAG on your knowledge base so AI answers with your context, not in general.
Chatbots
Context aware AI chatbots wired into your data and your existing channels.
Generative AI
Generative AI for Swiss companies: writing assistants, document and proposal generation, copilots inside your business tools — with the right models and real guardrails.
AI automation
Business and AI automation that frees your team from repetitive work.
Local AI & custom models
Local AI deployment for Swiss companies: open-source models on your servers or in a private Swiss cloud, local RAG, full confidentiality.
Advanced Analytics
Dashboards and data analytics for SMEs: your numbers consolidated, readable and up to date, without a data team.
Data Modernization
Data modernization for Swiss SMEs: we move your data out of Excel, Access and legacy systems into modern databases and pipelines — without stopping the business.
Client & business portal
Custom client or staff portals, secured and wired into your tools.
“The level of detail, strategic thinking, and modern execution delivered by MAWT was far beyond what we experienced with traditional agencies. Everything felt intentional, refined, and scalable.”
Sophie Laurent
Founder, Luxury Hospitality Brand
Frequently asked questions about AI solutions
Let's talk about your AI project
We start by understanding what you actually want to automate or improve. If AI is the right answer, we say yes. If it isn't, we say so too.