A great prototype that will not scale
It works for the founder on a laptop. It falls over with fifty users, real data and a bill from the model provider.
AI product & MVP development
AI products that work in production, not just in the demo.
From an AI feature inside your existing product to a new SaaS built around a model. We handle the whole stack: the AI layer with evaluation and guardrails, and the web app, data and billing. We also build the infrastructure that turns it into a product people pay for.
At a glance
- Price
- Fixed quote after discovery
- Fixed-price phases agreed after discovery. We show model and hosting costs separately.
- Timeline
- 6 to 12 weeks to a live MVP
- Where
- On site across the UAE
Sound familiar?
The problems we usually walk into.
AI-generated code nobody can maintain
Built quickly with AI coding tools, now fragile, untested and expensive to change.
No way to know if the AI is getting better or worse
Every prompt change is a gamble because there is nothing measuring quality.
What you get
Clear deliverables, agreed up front.
Production AI layer
Model routing, structured outputs, retrieval, caching and cost controls.
Evaluation harness
Automated tests for AI behaviour, so quality is tracked on every release.
Full-stack product
Authentication, roles, billing, admin, analytics and the interface your users see.
Operations
Monitoring, logging, usage limits and alerts, so you know about problems before customers do.
How it runs
6 to 12 weeks to a live MVP, start to finish.
Every engagement follows the same clear line: understand, build, prove, hand over.
- 01
Shape
We define the core job, the riskiest assumption and the smallest product that tests it.
- 02
Prototype
A working AI loop on real data in the first two weeks.
- 03
Build the MVP
Full product around the AI, with evaluation and monitoring.
- 04
Launch and iterate
Live with real users, then improve from data, not opinions.
FAQ
Common questions.
Enterprise · AzureEarly access
Enterprise Azure tooling that gives people access, not the keys to Azure.
A product we build and operate: a hosted console for Azure Virtual Desktop. Help desk and business teams manage sessions on the host pools they own, with scoped roles and a full audit trail.
How we built it avdcontrol.com
Yes. We review the code and architecture, stabilise what matters, add tests and monitoring, then carry on building.
Whichever fits the job and the budget: OpenAI, Anthropic, Google and open-source models, often more than one with routing between them.
Related
Often paired with.
AI agents & assistants
Assistants that answer from your own documents and agents that complete multi-step tasks, with guardrails and human checkpoints.
From AED 25,000Details
Custom software development
Web apps, mobile apps and internal tools designed around your process, with fixed phases, full ownership and ongoing support after launch.
Fixed quote after discoveryDetails
Your AI development team
A senior AI and full-stack team that starts in days, builds to a fixed scope, and hands over cleanly to your future hire.
Fixed quote after discoveryDetails
Free 30-minute call
Tell us what is slowing the business down.
Thirty minutes with the engineer who would build it. No salesperson. No slides. You get a straight answer on whether AI is the right fix.