Home  /  Case Study
Case Study · Startup AI Product

From concept to a working AI product, built for a startup.

A founding team came to Asquare with an idea and a deadline. We assembled a complete AI product team, delivered a working MVP, and handed over a clear roadmap to scale.

✎ Editable placeholder: This page is structured and ready for your real case-study details — client name (or "confidential startup"), the product, specific numbers, quotes, and screenshots. Send them over and I'll drop them straight in. Everything below is representative and easy to replace.
8 wks
From kickoff to working MVP
7
Specialist roles on one fractional team
1
Clear roadmap to full-scale product
The challenge

An ambitious AI idea, a startup's timeline

The founders had validated demand but needed to prove their AI concept worked — quickly, affordably, and convincingly enough to move forward with confidence.

  • ✓No in-house AI team, and no time to recruit one.
  • ✓Needed a demonstrable prototype, not a slide deck.
  • ✓Required a credible plan and metrics to guide the build.
The engagement

AI QuickStart, end to end

Asquare deployed a complete fractional AI product team — product manager, AI architect, data scientist, UI/UX, full-stack, DevOps, and an evaluation team — to move from requirements to a working MVP in a single focused sprint.

What we did

The path from idea to MVP

Phase 01

Requirements

Captured customer requirements and pinpointed the highest-value AI acceleration opportunities.

Phase 02

Solution Design

Produced a Solution Design Document with a high-level AI architecture.

Phase 03

MVP Build

Built a working prototype using advanced AI frameworks — LLMs, RAG, and agents.

Phase 04

Evaluate & Plan

Measured precision, recall, and reliability, and delivered a roadmap to full-scale product.

“

Asquare gave us a real, working AI product in weeks — and the confidence and plan to take it all the way to launch.

— Founder, [Startup name] (replace with real quote)
The outcome

A working product and a way forward

  • ✓A functional AI MVP the team could demo to users and investors.
  • ✓A validated architecture ready to scale into a full product.
  • ✓A business plan with vision, success metrics, and a roadmap.
  • ✓The choice to build in-house or keep building with Asquare.

Want results like these?

Whether you're a startup or an enterprise team, our AI QuickStart can get you to a working product fast.

Start a conversation → Learn about AI QuickStart