Our Product Development Lifecycle
Agile Software Development Process
From concept to market-ready software, our process pairs proven agile delivery with AI where it adds real value. At Mobile Reality, we blend agility, flexibility, and a sharp understanding of your vision with strong engineering practices. Our collaborative process ensures each project isn’t just a build—it’s a long-term partnership for innovation and success.
How We Deliver: An AI-Native Workflow
Our daily delivery stack is AI-native. We use AI throughout the build cycle—not as a sales pitch, but as the way our engineers actually work—while keeping human judgment as the final gate on quality.
AI-Native Engineering
Developers use Claude Code and Codex throughout the build cycle, accelerating delivery without cutting corners.
PM-Helper for Stakeholders
Business stakeholders use PM-Helper, our internal AI system, to assess the state of the codebase from a product perspective—without reading code.
AI-Assisted QA, Human Sign-Off
Testing is AI-assisted from day one with automation set up early, but manual QA remains the final sign-off gate before every release.
Versioned Prompt Management
Agent behaviour is controlled via versioned prompt files loaded at runtime (Langfuse), so every change is tracked and reversible.
Product Discovery
At the heart of our process is the Product Discovery phase. We identify pain points, explore user needs, and map the product roadmap—and where it fits, we assess opportunities for automation, intelligent workflows, and AI agents that can create real value for your product.
Market Validation
Identifying the right problems is the first step. In this phase, we validate ideas with data and fast feedback loops, testing assumptions before heavy build effort. We ensure your concept is viable, efficient, and aligned with what your users truly need—laying solid foundations for scalable innovation.
Delivery
With a validated solution, the Delivery phase runs on agile development. Our team builds your product using Scrum and Kanban, with CI/CD pipelines and automated testing keeping each release fast and reliable. When the product calls for it, we embed AI features—smart assistants, predictive capabilities—into the software itself.
Maintenance
Your product's launch is the start of its evolution. Maintenance covers monitoring, performance tuning, security updates, and a steady stream of enhancements. Proactive monitoring and clear SLAs ensure fast issue resolution and greater uptime—keeping your product reliable and improving over time.
Hand-off
A smooth hand-off includes complete documentation of the architecture, APIs, and—where the project includes them—AI workflows and automation rules. Our engineers ensure you understand the full system, so your team can scale or iterate as needed. We view the hand-off not as an exit, but a milestone in an ongoing collaboration.
The secret to successful delivery? Disciplined agile project management combined with pragmatic use of modern tools. We pair iterative processes with the right technology for each problem—adapting to changing needs, optimizing resource allocation, and improving with every sprint. Our approach ensures structure, speed, and innovation at every stage.
Our team guides you through every development stage, from idea to launched product. We promote agile feedback loops, continuous integration, and iterative improvements. With constant communication and aligned goals, we bring the right automation and AI capabilities into your development strategy—only where they earn their place.
Data-informed decisions are central to our process. We use real-time metrics and analytics to guide the product, and—where it fits—machine learning and AI to add predictive features. Insight backs every decision, so each iteration builds something measurably better.
From Workshop to Production
A clear delivery path from first conversation to a maintained, live product.
01
Business Workshop
We start with structured discovery to align on scope, priorities, and success criteria—before writing a line of code.
02
T&M or Fixed Price
We recommend Time & Material. AI tools accelerate delivery, but fixed price is hard to estimate when velocity keeps changing—today the bottleneck is QA, not coding.
03
Production Deployment
Deployment with automated tests, a staging environment, and a structured QA sign-off before go-live.
04
Post-Launch SLA
A defined SLA with monitoring, incident response, and a monthly maintenance cycle for updates and improvements.
Tech stack
In Mobile Reality we use JavaScript, top-notch and trusted technologies as React.JS, Node.JS, Vue.JS, React Native, AWS to deliver the high quality digital products. We also leverage advanced AI tools including OpenAI, Anthropic, LangChain, Langfuse, and Meta Llama to integrate intelligent automation and LLM capabilities into our solutions.
Time & Material
How does T&M work?
The contracted Mobile Reality's software developer or product team charges for the real work time. This form of cooperation allows implement agile development methods within software development processes. Very common way of cooperation in software industry, which requires constant flexibility and adjust to change in the modern world.When to choose time & material?
- You understand that specifications can alter even after a project has begun.
- You desire flexibility and the capacity to respond rapidly to shifting company technical requirements.
- There isn't a set spending limit for the entire project.
- You prefer to monitor and check the progress of consultants while they are working.
- In your IT department, agile processes and resource flexibility is something you value.
Mixed
How does T&M work?
The mixed model combines the FP and T&M. Clearly defined requirements are implemented based on the Fixed Price and requirements that were unknown at the start of the project are implemented based on the Time & Material price model.When to choose mixed model?
- You need the team working on full-time basis on the project on n T&M, but from time to time you would like to boost the development pipeline with additional scope and outsource it on fixed price basis.
- You value the day-to-day software development work in the project with full flexibility and an agile approach, but part of the system can be developed on a fixed price basis, like additional modules, new features released as MVP concepts to validate them on the market.
- It will be easier to control budgets processes and plans than with T&M as each sprint will be evaluated separately.
- Full awareness about successful development process, software design capabilities, deployment.
- When you expect rapid application development regarding core app system modules to beat competitor and some incremental development model with fixed price approach to validate new features in the market.
Fixed Price
How does T&M work?
Is a model that assumes stipulating beforehand a fixed price, as well as the scope and schedule of work. Usually it is similar to waterfall model. In Mobile Reality will allow some small level of flexibility during the software development process. The responsibility for the whole project lies on the external company’s side, on Mobile Reality's side.When to choose fixed price?
- You are fully aware of the project's preferred completion date and total work scope.
- You want to be certain that the money you spent will result in the desired result.
- Since you are concerned with the results, you don't have time to dive into analysis and planning and supervise the software design process or software testing of Mobile Reality's product team.
- Waterfall approach is more close to your values and needs.
- You are aware of what you want, but you would rather let experts handle the details.
Start your AI agent project today
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Matt Sadowski
CEO of Mobile Reality
