Our work
Selected mobile, AI & product work
Two decades of mobile product work, now applied to AI-first apps, agents, and product systems. Some work is confidential, so selected examples are anonymized.
Selected case studies
A few representative examples, some details anonymized for confidentiality.
Operator self-care app, AI-first prototype
Challenge: Could the next version of a ~3M-customer mobile operator app become a platform, not just a rewrite?
What we built: A working prototype: native cross-platform shell over the existing backend, secure login, an AI assistant with live account tools, voice and multi-language, plus an Agent Gateway concept.
Role: Prototype design & build, AI-assisted (one senior engineer).
Outcome: Built in four days as an internal prototype sprint, a fast, low-cost way to validate product direction before committing to a full build. A prototype, not a production launch.
Automated login health check
Challenge: Catch login failures in a leading operator’s B2C and B2P Android apps before customers do.
What we built: An AI-assisted automated check covering eight login scenarios, monitored continuously in live operations.
Role: Concept & implementation, AI-assisted.
Outcome: Continuous monitoring of the critical login flows across both apps.
Mobile banking & payment app
Challenge: Make a banking, payment and wallet app people actually rate highly.
What we built: UX design, usability and marketing for mobile banking, payment and wallet apps.
Role: UX, usability & marketing.
Outcome: A fintech app that reached 4.8 / 4.7-star ratings on iOS and Android.
Mobile and telecom heritage
These projects shaped how we think about app adoption, customer self-care, billing flows, service platforms, and mobile go-to-market.
- Operator self-care and service apps: Product concepts, customer journeys, and launch support for mobile operator apps and portals.
- Mobile payments and commerce: Wallet, billing, charging, and partner-flow concepts for mobile-first services.
- Mobile broadband and value-added services: Product, pricing, and rollout support for operator services.
- Market entry and growth: Go-to-market, positioning, partner, and adoption work for mobile products.
- Product and platform direction: Business cases, technical concepts, and roadmap support for mobile systems.
Today, we apply this experience to AI-first mobile apps, agents, and product systems. See what we help deliver or start a project.