AI web app development
SaaS products, dashboards and client portals built with React and Next.js, with a clear definition of production-ready.
Services overview
AI software development services for teams that need working software
Our AI software development services cover web apps, backends, mobile apps, MVPs and the rescue of AI-built prototypes. In every case AI coding tools do most of the typing, and engineers design, review and test the result. We are an AI software development company in that practical sense: we build software with AI, and we add AI features to products. We do not train AI models.
- Web, backend and mobile
- Human-reviewed AI code
- Full code ownership
Definition
What "AI software development" means, and which kind you need
The phrase covers three different jobs, done by different kinds of company. Knowing which one you need saves weeks of talking to the wrong providers.
| Meaning | What it involves | Do we do it? |
|---|---|---|
| Building software with AI | Engineers use AI coding tools to build ordinary products faster: web apps, mobile apps, backends | Yes. This is our main work |
| Adding AI features to software | Connecting a product to existing AI models for chat, search, summaries or document handling | Yes, through the model providers' APIs |
| Building AI itself | Training new models, data science, machine-learning research | No. That is a different specialism |
If you need the third kind, look for a machine-learning consultancy. If you need the first two, read on.
Services
Our AI software development services
Five services, one team. Each page explains what is included, how long it tends to take and when we are not the right choice.
Backend development services
APIs, databases, payments and integrations, with a security baseline and a guide to choosing a managed backend or your own API.
AI mobile app development
iOS and Android apps from one codebase with React Native or Flutter, including App Store and Google Play submission.
AI MVP development
Launch a focused first version in weeks: scope cut to what matters, built with AI tools and reviewed by engineers.
Fix a vibe coded app
Take a Lovable, Bolt, Replit or Cursor prototype to production: audit, security fixes, tests and a proper deployment.
Comparison
How an AI development agency compares with your other options
There are five realistic ways to get software built today. Each is the best choice for someone, so here is when to pick which.
| Option | Best when | Watch out for |
|---|---|---|
| Build it yourself with an AI builder | You are testing an idea and a demo is enough | Security, payments and data handling once real users arrive |
| Freelancer using AI tools | The scope is small and clearly defined | One person means no second reviewer and no cover when they are away |
| AI development agency (this is us) | You need a production product in weeks, with review, tests and ownership | Check that a person reviews every change; ask how |
| Traditional software house | The project is large, long-running or needs many specialists at once | Longer timelines and larger teams than a focused product needs |
| Machine-learning consultancy | The core of the product is a new model or data research | They build models, not the product around them |
AI features
AI features we add to products
Most useful AI features are built on existing models, not new ones. These are the three we are asked for most, with what each one needs to work well.
An assistant that knows your content
Users ask questions and get answers drawn from your own documents or data, with the source shown so the answer can be checked.
Search and summaries
Search that understands meaning, not only keywords, and summaries of long records, threads or reports inside your product.
Document handling
Reading invoices, forms or contracts and filling in the fields. Values that matter are confirmed by a person before they are saved.
The same three rules apply to all of them: model keys stay on the server, usage is limited so costs stay predictable, and the feature is built so the model behind it can be replaced.
What every project includes
- A written scope, a timeline range and a fixed estimate before any work starts.
- Code in your own repository from the first commit, with full intellectual property rights.
- A senior engineer's review of every change, plus automated tests and manual QA.
- A working demo every week, and one point of contact.
- Production deployment with monitoring and backups.
- Documentation, so your own team can take over at any time.
The steps behind this are described on our how we work page.
When we are not the right fit
- You need a new AI model trained. We integrate existing models; we do not do research.
- You want a large team placed inside your company. We deliver fixed scopes with a small senior team.
- You need a brochure website or a standard online shop. Ready-made platforms are cheaper for that.
- The product needs certified compliance, such as medical or banking rules, without a specialist partner involved.
FAQ
Questions about AI software development services
Is an AI software development company the same as a vibe coding agency?
The terms overlap. "Vibe coding" describes the method, building software by directing AI tools. An AI software development company is the broader label, and it is also used by firms that build AI models. We fit the first meaning and say so, to avoid wasting your time.
Do you build custom AI models?
No. We build the software product and connect it to existing models. If your product depends on a model that does not exist yet, you need a machine-learning team first.
Which AI models can you integrate into a product?
Any model offered through an API, such as those from OpenAI or Anthropic. We keep the keys on the server, add usage limits and design the feature so that the model can be replaced later.
Will AI replace the engineers on my project?
No. AI replaces much of the typing. Deciding what to build, structuring it, reviewing it and testing it are still done by engineers, and those are the parts that decide whether software works.
How do I know which of your services I need?
You do not have to. Describe the goal, and the scope we send back names the parts: a web app, a mobile app, a backend, or a smaller first version to begin with.
Not sure which service you need? Describe the goal.
Tell us what you want to achieve in a few lines. Within 24 hours you get a clear scope, a timeline range and a fixed estimate — free, with no obligation.
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