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AI MVP development
A focused first release with the AI feature your users need, built to test your idea in the real world.
THE APPROACH
Clarity at speed.Craft at every layer.
We’re an AI product development studio for founders and startups. From AI-powered SaaS to web and mobile apps, we define the smallest useful MVP, design the experience, and engineer it for launch.
Discuss your build ↗02↗
Product design & engineering
UX, interface design, architecture, and product logic built together by one team, from concept through launch.
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Technical direction
Senior engineering judgment in the room when the product decisions matter most.
BUILT TO BE YOURS
Your product, source code, accounts, and infrastructure belong to you. One team to get you to launch. The freedom to grow from there.
SELECTED WORK
Ideas are only interesting
once they become real.
A few of the products we have taken from a first conversation to something people actually use.
WiseUnit AI
Vitalink AI
SnapSend
“Vortex Labs understood the product we were trying to create before we had fully figured out how to explain it. They brought clarity to the idea, turned it into a real system, and kept the process focused from start to launch.”
THE PROCESS
From an ideato launched MVP
AlignTurn the idea into a clear direction
We agree on the problem, the users, and the one outcome the first release has to prove.
DesignShape the product people will actually touch
Structure, flow, and visual language, drawn tight around the outcome we set in Align.
BuildTurn the plan into a working product
Senior engineers build the core, wire in the right technology, and keep it releasable throughout.
LaunchPut the product in front of real users
We ship it, watch how it holds up, and help you decide what the next release should be.
CHOOSE YOUR LAUNCH
Two ways to launch.
AI MVP development packages. Fixed price, fixed scope, fixed timeline. No hourly billing.
Essential
For founders launching a focused AI product.
$15,000Fixed price6 weeks
- Web app or mobile app
- One AI feature (LLM, vision, or agent)
- Vercel + Supabase deployment
- Auth + user dashboard
- Payments + subscription billing
- 30 days post-launch support
A 30-minute call to discuss your idea and confirm scope and pricing.
Recommended
Premium
For teams launching across web and mobile with advanced AI workflows.
$28,000Fixed price8–10 weeks
Everything in Essential, plus:
- Mobile + web (React Native + web)
- Admin panel + analytics dashboard
- Vector DB + custom integrations
- Multiple AI features
- 60 days post-launch support
A 30-minute call to discuss your idea and confirm scope and pricing.
We build AI-powered web and mobile products, from focused MVPs to cross-platform systems with agents, subscriptions, analytics, and custom integrations. Every engagement is shaped around the smallest product that can prove the idea properly.
Essential has a six-week schedule, Premium is eight to ten weeks. We confirm the scope before starting. The timeline depends on integrations and how quickly decisions and feedback come back to us.
A clear problem, access to the right decision-makers, and honest feedback. We turn the rest-scope, product strategy, architecture, and launch planning-into a concrete system.
Yes. We can extend, redesign, or stabilize an existing product after a short technical review confirms what should be preserved and what needs to change.
You do. Once the agreed invoices are paid, the product code, designs, and project-specific assets are transferred to your company.
Every package includes post-launch support for fixes, monitoring, and early improvements. Longer-term product development can continue through a separate engagement.
Essential fits one focused product experience with one AI feature. Premium is intended for cross-platform products, multiple AI workflows, deeper integrations, or more advanced operational tooling. A scoping call helps us match your idea to the right package.