User-facing layer
User-facing experiences
The experiences customers, employees, and users interact with directly.
Services
Services for AI-first mobile products
M-Squad helps product and engineering teams shape, prototype, and deliver AI-first mobile product systems.
That includes mobile apps, in-app agents, Agent Gateways, backend workflows, dashboards, and the systems behind them. We pair 20+ years of mobile experience with AI-accelerated delivery.
What we help deliver
More than app screens
AI-first mobile products are more than app screens. They need agents, workflows, gateways, dashboards, integrations, and systems that internal teams can operate.
Action & integration layer
Safe action layer
The layer that connects apps, agents, partners, and voice assistants to product capabilities.
Operations layer
Operations & control
The systems that make the product manageable beyond the screen.
Admin DashboardsBackend SystemsData Flows
Where we help your team
Mobile Apps
Native and cross-platform apps for consumer services, internal teams, and product-led businesses.
Explore Mobile Apps →AI Agents
Task-focused agents that support users, automate workflows, and connect product experiences to real business logic.
Explore AI Agents →Agent Gateway
A safe action layer that lets customers’ own AI and approved third-party agents use your product, with consent, scoped permissions and an audit trail.
Explore Agent Gateway →Product Systems
Backend flows, APIs, dashboards, data pipelines, and operational tools that make products work beyond the screen.
Explore Product Systems →Strategy & Prototyping
Rapid validation, product direction, UX concepts, technical architecture, and build-ready prototypes.
Explore Strategy & Prototyping →