# Mobizio

> Mobizio is a production-AI engineering consultancy. We build the AI features, agents, and automation that make it past the demo and into production.

Mobizio is a production-AI engineering consultancy. Senior engineers only — the
people who scope your product are the ones who build it. We take AI features,
agents, and automation past the demo and into production, and build the custom
web, mobile, and backend software around them. Shipping production software
since 2015. Remote-first, working with clients worldwide.
Contact: usman@mobizio.io

## Key Links

- [Mobizio home](https://mobizio.io): Positioning, services overview, process, and how to start a project.
- [Sitemap](https://mobizio.io/sitemap.xml): Machine-readable index of every page on the site.
- [Blog RSS feed](https://mobizio.io/blog/rss.xml): Feed of new engineering articles.

## Services

- [Web Development Services](https://mobizio.io/services/web-development): Build secure, scalable, and high-performance web applications with Mobizio's senior web development team.
- [Mobile App Development Services](https://mobizio.io/services/mobile-app): Develop high-performance iOS and Android applications with Mobizio's full-cycle mobile app development process.
- [Mobile Game Development Services](https://mobizio.io/services/mobile-game): Launch engaging mobile games with robust gameplay architecture, scalable backend systems, and post-launch support.
- [UI UX Design Services](https://mobizio.io/services/ui-ux-design): Design intuitive, conversion-focused user experiences with Mobizio's UI/UX strategy, research, and prototyping services.
- [Machine Learning & Data Science Services](https://mobizio.io/services/ai-ml): Production machine learning and data science: predictive analytics, forecasting, computer vision, recommendation engines, and MLOps.
- [Generative AI, RAG & AI Agent Development](https://mobizio.io/services/ai-engineer): Mobizio builds production generative AI (LLM apps, RAG pipelines, and AI agents), evaluated, observable, cost-engineered, and secure.
- [MVP Development Services](https://mobizio.io/services/mvp-development): Validate your startup idea with a rapid MVP launch plan, lean feature scope, and iterative product development.
- [App Store Optimization Services](https://mobizio.io/services/aso): Increase visibility and installs with data-backed App Store Optimization strategy and conversion-focused listing design.
- [Dedicated Development Team Services](https://mobizio.io/services/dedicated-teams): Scale your product roadmap with a dedicated software development team aligned to your goals, tools, and timelines.
- [Backend Development: APIs & Microservices](https://mobizio.io/services/backend-development): Build robust REST and GraphQL APIs, microservices, and cloud-native backends with Mobizio's senior backend engineering team.
- [SaaS Development Services](https://mobizio.io/services/saas-development): Architect and ship production-ready SaaS platforms with multi-tenant data design, billing integrations, and scalable infrastructure.
- [Software Testing and QA Services](https://mobizio.io/services/software-testing): Reduce production defects with Mobizio's manual and automated QA: unit, integration, end-to-end, performance, and security testing.
- [Software Consulting & Architecture Services](https://mobizio.io/services/software-consulting): Get expert software architecture, technology selection, and engineering process guidance from Mobizio's senior consulting team.

## Company

- [About Mobizio](https://mobizio.io/about): Learn about Mobizio's team, mission, and delivery approach for building reliable software products for growth-stage companies.
- [Usman Mughal: Founder & Principal Engineer](https://mobizio.io/about/founder): Usman Mughal is the founder and principal engineer of Mobizio. 15+ years building mobile and AI products: agents, LLM workflows, RAG, and automation.
- [Our Process: 7 Phases, Zero Surprises](https://mobizio.io/process): How Mobizio runs projects: a transparent 7-phase framework from discovery to post-launch, with sprint demos and milestone sign-offs.
- [Careers at Mobizio](https://mobizio.io/careers): Join Mobizio's product engineering team. Open roles for engineers, designers, and product managers across remote and hybrid setups.
- [Contact Mobizio](https://mobizio.io/contact): Talk to Mobizio's engineers about your software goals. Share your requirements and receive a clear implementation plan.
- [Software Development Services](https://mobizio.io/services): Explore Mobizio software development services including web, mobile, AI/ML, MVP, ASO, and dedicated engineering teams.

## Case Studies

- [Zoolingo](https://mobizio.io/case-studies/zoolingo): An engaging, animated learning app for children that turns language and cognitive skills into play, built from scratch, and now downloaded over 4 million times.
- [Preschool Kids: Spelling Games](https://mobizio.io/case-studies/preschool-kids): A calm, playful learning app that helps preschoolers build spelling, phonics, and early-reading skills at home, live on both the App Store and Google Play.
- [Vidu: Image to Video AI Tool](https://mobizio.io/case-studies/vidu-image-to-video-ai): Turn a prompt or a photo into images, video, and 3D, an AI creative studio in your pocket, in 15 languages.
- [Habit Tracker & AI Life Coach](https://mobizio.io/case-studies/habit-tracker-ai-life-coach): An AI coach in your pocket: it learns from your journal and habits, and adapts the plan to keep you consistent.
- [ObjectsAI](https://mobizio.io/case-studies/object-remover-ai-retouch): Professional photo cleanup, automatically: remove objects, backgrounds, watermarks, and more, in one tap. No skill required.

## Blog

- [Blog index](https://mobizio.io/blog): Engineering notes on production AI, software delivery, and reliable products.

## Optional

- [Scoping an MVP That Survives Contact With Real Users](https://mobizio.io/blog/mvp-scoping-playbook): Most MVPs fail not because they were built badly but because they were scoped to prove nothing. An eight-week playbook for deciding what goes in, what stays out, and how you will know it worked.
- [What AI-Native Product Engineering Actually Changes in a Build](https://mobizio.io/blog/ai-native-product-engineering): Everyone claims to be AI-native. Here is the concrete difference it makes to how a product gets specified, tested, costed and staffed, and the parts that do not change at all.
- [RAG, Fine-Tuning or Prompting: Choosing for Production](https://mobizio.io/blog/rag-vs-fine-tuning-production): Three ways to make a model behave the way your product needs. They solve different problems, cost very different amounts to run, and most teams reach for the wrong one first.
- [Shipping AI Features Without Wrecking Your Unit Economics](https://mobizio.io/blog/ai-feature-unit-economics): Inference cost scales with usage, which means a popular AI feature can cost more than it earns. How to find that out during design rather than after launch.
- [Backend Foundations for AI Products: Data, Queues and Control](https://mobizio.io/blog/backend-for-ai-products): The model gets the attention, but AI products fail on ordinary backend problems: slow operations in a request cycle, no idempotency, and data nobody modelled properly.
- [Testing AI Features: Evals, Regressions and What QA Becomes](https://mobizio.io/blog/testing-ai-features-evals): Traditional tests assert exact outputs, which non-deterministic features cannot provide. What replaces them, and why the alternative is not "test it manually".
- [Prototype to Production: The AI Readiness Checklist](https://mobizio.io/blog/ai-production-readiness-checklist): The demo works. That is roughly a third of the way. The concrete list of what stands between an impressive prototype and something you can charge for.
- [What Drives the Cost of a Mobile App, and Where Budgets Leak](https://mobizio.io/blog/mobile-app-development-cost): Why three quotes for the same app come back wildly different, the factors that genuinely move the number, and the five places money disappears after the estimate is signed.
- [Native, Cross-Platform or Web: A 2026 Decision Framework](https://mobizio.io/blog/native-vs-cross-platform-2026): The technology argument is mostly settled and mostly irrelevant. What decides it is your team, your feature list and how long the product has to live.
- [Multi-Tenant SaaS Decisions You Cannot Undo Later](https://mobizio.io/blog/multi-tenant-saas-architecture): Most SaaS architecture can be changed later. A handful of choices harden the moment you have paying customers. These are the ones to get right first.
- [Why Staffing Juniors on Your MVP Costs More](https://mobizio.io/blog/senior-only-engineering-teams): A cheaper day rate is not a cheaper project. What actually drives cost on a small build, and why it is decisions rather than hours.
- [App Store Optimisation in the AI-Search Era](https://mobizio.io/blog/aso-ai-search-era): Store search still works the way it always did. What changed is everything upstream of it, and most teams are still optimising only the last step.