Start a Project
Start your AI-first product project.
We help product and engineering teams shape, prototype, and deliver mobile apps, AI agents, Agent Gateways, and digital product systems.
We work best alongside your internal team.
Tell us what you are building, where you are now, and what kind of momentum you need.
Is M-Squad a fit?
A strong fit if you are building
- A new mobile app or a serious modernization
- An AI-first product experience for customers, teams, or operations
- A prototype or MVP that needs to become a real product
- A digital system behind a consumer service
- An AI agent for users, support, or internal workflows
- An Agent Gateway for customer AI, partners, or voice assistants
- A product initiative that needs clear ownership
- A technical roadmap that needs a hands-on builder
Probably not a fit
- Visual-only work such as logos or one-off graphics
- Assignments without a clear product outcome to own
- Projects without a product or engineering component
How we can help
We combine product judgement, technical delivery, and AI implementation experience, so teams can move from idea to working system faster.
Product Strategy & Digital Execution
Turning ideas into working products. Fast, pragmatic, testable. Not slideware.
AI Workflow Automation
Reducing time, friction, and manual work with AI-powered processes. Efficiency you can measure.
AI Team Enablement
Helping teams use AI in real workflows. Practical skills, better habits, fewer one-off demos.
How to start
Where to start
Where does your team need support?
You do not need a finished specification. A useful first conversation usually starts with a clear product problem and a sense of where your internal team needs help.
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Product concept
Clarify the user problem, product idea, business case, and first useful scope.
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Prototype
Turn the core journey into a clickable or working product slice.
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Architecture
Define the technology path, data flows, integrations, and delivery risks.
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AI use-case definition
Identify where AI agents, assistants, or automation create real product value.
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Implementation support
Support internal teams during build decisions, technical implementation, QA, and iteration.
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Launch readiness
Prepare release, handover, analytics, roadmap, and next development steps.
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Not sure yet
Start with a short project conversation and we will clarify the best starting point together.
Pick the area that feels closest. The form below uses the same options. If nothing fits, choose “Not sure yet.”
Why teams work with us
- Product judgement and engineering execution in one team
- AI-first delivery without losing sight of real user & business value
- Senior support for discovery, architecture, prototypes, and implementation
- Based in Munich, working with teams across Germany, DACH, and Central Europe
Ways to work together
- Discovery sprint → a build-ready plan
- Prototype sprint → a testable version
- MVP support → help your team reach a first shippable product
- Product partner → ongoing concept, architecture & delivery support