M-Squad GmbH
M-Squad GmbH: “M-Squad is an AI-first mobile studio in Munich. We help product and engineering teams shape, prototype, and deliver mobile apps, AI agents, Agent Gateways, and digital product systems.”
Is this a real AI use case, or would ordinary software do?
“Ask that first. Make or buy still applies: if a product on the market does the job, buy it.”
在公司資料中查看What is a good first AI project?
“Small and self-contained. One journey, a narrow set of inputs and outputs, and data you already have. It should show a result within weeks and have an expected return you can measure. That keeps the blast radius small and gives you a reviewable first step.”
在公司資料中查看Is our data good enough for AI?
“We find that out before you spend on a build. Discovery includes a check of your data: where it lives, how clean it is, and who may use it.”
在公司資料中查看We have little AI know-how in-house. Can we still start?
“Yes. We bring the AI know-how: choosing the use case, the architecture, the evals and the delivery. Your team brings what it knows about your product and your customers. We build with your people, so the know-how stays with you after the project.”
在公司資料中查看How do we know an AI project will pay off?
“You do not know in advance. So we estimate, then test the estimate.”
在公司資料中查看