Software development / MVP development
MVP development that is built to launch and engineered to grow.
An MVP development company that ships a first release customers will choose, on an architecture that does not need rebuilding once it works.
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MVP development services. Everything a first release needs, and nothing it does not.
Product scoping
Shape the first release around the one job customers will pay for.
Lovable, not just viable
A narrow first release that does one job well enough for customers to choose it.
Web and mobile
Launch on the web, iOS and Android from one shared backend when the product needs it.
AI features
Build AI into the core of the product where it creates the value.
Payments
Subscriptions, plans and payments through providers such as Stripe.
Analytics from day one
Product analytics so you learn from real users straight away.
Modular architecture
Business domains separated so new features do not mean a rewrite.
QA and releases
Testing and production releases handled properly from the first version.
From MVP to scale
The same team keeps building as the product grows.
Products we took from first release to scale. Each result comes from a delivered engagement.
Project Nova: AI social discovery platform
Native iOS and Android apps and a React and Next.js web platform on one backend, with AI-assisted discovery. UK.
3 apps on one shared backend AI · ConstructionAI SaaS for fit-out & construction
An AI SaaS platform from drawing to quotation, for English and Chinese-speaking teams.
5-stage connected workflow AI · EdTechProject Atlas: AI e-learning platform
AI study paths, video lessons, live virtual classes and certificates across iOS, Android and web. Australia.
9 core platform modulesHave a product you want in customers' hands?
The technology behind our products. What our delivered platforms run on.
01 / 07
Mobile
Native apps and in-app payments.
- Native iOS
- Native Android
- Apple Pay
- Google Pay
02 / 07
Web
Web apps and dashboards.
- React
- Next.js
03 / 07
Backend
The services and APIs behind the product.
- Ruby on Rails
04 / 07
Data
Where product data lives.
- PostgreSQL
- Redis
05 / 07
Cloud and app services
Hosting, auth and app services.
- AWS
- Firebase
06 / 07
Payments and analytics
Taking payments and measuring what users do.
- Stripe
- Amplitude
07 / 07
AI
Models and tooling for AI features.
- OpenAI
- Anthropic Claude
- OpenRouter
- LangChain
- Langfuse
From idea to a product people choose. Four stages, with a working version reviewed at each one.
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Discovery
Map the product, the systems and data involved, and what good looks like.
Discovery notes
- The customer and the job to be done
- What the first release must prove
- What can wait
-
Scope & architecture
Agree the architecture, success measures and delivery milestones.
Solution design
- Architecture that can grow
- Release scope and milestones
- Success measures
-
Build
Build against real data, with a working version reviewed at each milestone.
Working build
- Working product at each milestone
- Early user feedback
- QA and regression tests
-
Ship & support
Roll out to production with monitoring and a defined support window.
Production rollout
- Production launch
- Product analytics
- Roadmap for the next release
Why Avinya for your MVP. Launch fast without building something you will throw away.
Built to grow
Project Nova launched on 7+ modular business domains, so it keeps evolving instead of being rebuilt.
Real SaaS, not a prototype
Our construction AI SaaS launched with payments and model orchestration built in.
Web and mobile together
One shared backend serving web, iOS and Android.
We stay after launch
The team that built the MVP builds the next releases.
Results from products we launched. Each number links to the engagement it came from.
Engagement models. Pick the shape that fits where you are.
Dedicated team
A dedicated team that works as an extension of yours, from first release to scale.
Project-based
A defined scope, milestones and delivery date for a specific product or workflow.
Consulting & advisory
Architecture and readiness advice before you commit to a build.
What our clients say.
AI SaaS for construction
“Avinya Labs delivered exactly what we needed. When a critical issue came up, the team stayed up until midnight so we weren't left hanging.”
Guides on this topic. Plain answers to the questions buyers ask first.
How to Build an MVP: Steps, Timeline and Cost Drivers
Seven steps from one customer and one job to a first release.
Read the guide → GuideWhy a Minimum Lovable Product Beats an MVP
What an MLP adds to an MVP, and when to choose it.
Read the guide → GuideWhat Does a Fractional CTO Do? When to Hire One (2026)
What a fractional CTO owns, and when a startup should hire one.
Read the guide →MVP development FAQs.
What is an MVP?
A minimum viable product is the smallest first release that proves customers want what you are building. We usually aim for a minimum lovable product: small, but good enough that customers choose it. Read our MLP vs MVP guide.
Will we have to rebuild the MVP later?
We design the first release on a modular architecture, so it can grow. Project Nova, for example, was built as a foundation for continuous product evolution rather than a fixed-feature MVP.
Can the MVP include AI?
Yes. Our construction AI SaaS and Project Nova both launched with AI in the core of the product.
Can the MVP launch on mobile and web?
Yes. We can launch web, iOS and Android from one shared backend, or start with one platform and add the others.
How long does it take?
It depends on scope, platforms and integrations. We agree milestones up front and review a working version at each one.
Who owns the code?
Ownership, licensing and handover are agreed in the contract before work starts.
What should an MVP development company deliver?
A small working product that tests your riskiest assumption with real users, built so it can grow. Our MVP development company process works in short cycles in the spirit of the Agile Manifesto.
How much does MVP development cost?
MVP development with us starts from USD 10,000 and rises with the scope of work and complexity. A narrow product with one platform and one core flow sits at the lower end. Our guide to how to build an MVP explains the steps, timeline and what drives the price.
Free tool
How ready is your business for AI?
Twenty questions, about four minutes. You get a score across five areas and what to fix first.