LAB PRODUCT
AI-first multi-model system

redesign.page runs a website redesign pipeline only AI can power

We orchestrate the latest LLMs across extraction, reasoning, generation, and review so teams get redesign proofs fast, cost-effectively, and ready for real delivery.

Built and shipped by QuantumSpring with React + FastAPI, staged model orchestration, and tested delivery across unit, integration, and e2e flows.

redesign.page hero preview
Workflow

Multi-model orchestration for one concrete business job

Each stage uses the right model for the right task, which is why the system is fast, reliable, and viable for production use.

01

URL as the only input

A team submits one website URL. The system starts instantly, so there is no prompt engineering overhead for business users.

02

Task-specific model routing

Different AI models are routed to extraction, content reasoning, layout generation, and validation. This product would not exist without that orchestration.

03

Fast visual proof in minutes

The output is a side-by-side redesign preview with desktop/mobile review so stakeholders can evaluate quality immediately.

04

Approve and start production build

Once you approve the redesign preview, one form sends your requirements to our team and we start building the production version.

Product preview

Real outputs from the shipped product

These are production screenshots from the running implementation, showing how AI decisions become a usable interface in practice.

redesign.page pipeline stage showing HTML generation

Pipeline progression and generation status

redesign.page real example screen

Live before/after redesign preview with instant decision CTA

What it proves

Why clients choose this build pattern

Speed, quality, and cost control are engineered into the architecture from day one, then packaged for practical deployment.

AI-first architecture

A real multi-step AI system with explicit stage control, observability, and fallback states, not a single-shot demo.

Speed with measurable quality

Generation and review happen in minutes, with concrete before/after outputs that teams can assess and iterate on quickly.

Cost-efficient delivery model

Model routing keeps quality high while controlling token and compute usage, so redesign discovery stays commercially efficient.

Shipped by QuantumSpring

From model selection to UX and production handoff, QuantumSpring owns the delivery path end-to-end.

Next step

You have the bottleneck. We know how to solve it. Let's meet.

Bring one workflow challenge and we will map the AI-first architecture, model stack, and delivery path for your team.

CONTACT

Ready to accelerate your software development with AI?

Let's discuss how QuantumSpring can transform your business.

Contact Information

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Prague, Czech Republic

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