Discovery workshop
A structured session to define the problem, users, success measure and the smallest useful product.
From AI idea to a working MVP in weeks
We help founders and innovation teams test an AI product with real users before committing a full budget. You get a focused, working product that does one valuable thing well, plus the data and plan you need for the next round of investment.
8-week planIllustrative
- Typical length
- About 8 weeks
- Outcome
- Live, demo-ready MVP
- Scope
- Fixed after discovery
- Next step
- Scale-up roadmap
Overview
Prove the value before you scale the build
Many AI ideas look strong in a demo and weaker in daily use.
An MVP tests the parts that matter: whether the AI is accurate enough, whether people use it and whether the economics work. We keep scope tight, build on proven tools and design the code so it can grow rather than be thrown away.
Capabilities
What we build
Each engagement is shaped to your use case. These are the building blocks we combine most often.
Capability
Capability
Rapid AI prototyping
Early tests of models and prompts on your real data to confirm accuracy before building screens.
Capability
MVP design and build
Clean UX and a production-ready web or mobile app with sign-up, core flow and admin.
Capability
Investor-ready demos
A stable product, a demo script and metrics you can show to investors or leadership.
Capability
Usage analytics
Event tracking and feedback loops to show how people use the product and where AI helps.
Capability
Scale-up roadmap
A plan for architecture, costs, team and features once the MVP proves itself.
Use cases
Where teams use it
Work this service handles well. We help you pick the one with the clearest return to start.
Browse use cases by industry- A SaaS founder testing an AI-first product idea
- An enterprise team piloting an internal copilot
- A vertical AI assistant for one industry
- A marketplace with AI-based matching
- A proof of value before a large AI programme
- A demo for investors or a grant application
Technology
Tools we work with
We pick the stack for your requirements and existing systems. A sample of what we use regularly.
App
Next.jsReactFlutterTailwind CSS
Back end
FastAPINode.jsSupabaseFirebasePostgreSQL
AI
ClaudeGPTGeminiLangChainLlamaIndexvector search
Ship
VercelAWSGoogle CloudPostHog analytics
Process
From first call to production
The same proven path for every project, sized to your scope.
01
Discover
Map the opportunity, the people involved and the outcome we will measure.
Output · Workshop02
Define
Review data, workflows and systems, then agree architecture and scope.
Output · Plan and estimate03
Prototype
Test the AI approach on your real data before building the full product.
Output · Working proof04
Build and integrate
Develop in short sprints and connect to your systems, with demos every sprint.
Output · Production release05
Launch and improve
Go live, monitor quality and cost, and improve based on real usage.
Output · Ongoing supportFAQ
Common questions
Can't find what you need? Ask us directly and we'll reply within one business day.
Ask a questionHow much does an AI MVP cost?
It depends on scope, integrations and the platforms you need. After a short discovery call we give you a fixed-scope estimate with a timeline, so you know the cost before work starts.
What happens after the MVP?
We review the pilot results with you and agree on the next step: extend the product, harden it for scale, or change direction. The MVP code is built to be extended, not rewritten.
Will you sign an NDA?
Yes. We are happy to sign a mutual NDA before you share details of your idea.
Related services
Often combined with
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Agents that plan multi-step tasks, call your tools and hand decisions to people at the right moment.
ExploreRAG Application Development
Assistants grounded in your documents, databases and policies, with sources people can check.
ExploreAI Chatbot Development
Website, WhatsApp and in-app assistants that resolve questions and hand off to your team with context.
ExploreStart a conversation
Bring your idea. We will help you shape the smallest version worth building.
Book a free consultation with our AI team. You'll leave with a clear view of feasibility, approach and next steps.