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AI MVP Delivery

From idea to live product in 6–8 weeks

A fixed-process sprint cycle that takes your AI product from scoping to production deployment. T&M with cap — you know the ceiling from day one.

6–8 wk
Typical time to MVP
100%
Senior engineers on every sprint
3+
AI MVPs shipped
Long-term
Product partnership

Deliverables

  • UI/UX design & interactive Figma prototype
  • Production-ready frontend (React / Next.js)
  • Backend API (Python / Node.js / FastAPI)
  • AI integration layer (LLM, agents, RAG if needed)
  • Cloud infrastructure & CI/CD pipeline (AWS / GCP / Azure)
  • Analytics & monitoring setup (Datadog / Grafana)
  • Documentation & developer handover pack
  • Post-launch partnership for iterative product improvement

The 6–8 week process

Week 1

Discovery & Scoping

Stakeholder interviews, problem definition, technical architecture, sprint plan.

Week 2

Design & Architecture

UI/UX wireframes, system design, data model, API contracts, AI architecture.

Weeks 3–6

Build Sprints

Weekly demo-ready increments. Frontend + backend + AI in parallel. Async updates daily.

Weeks 7–8

QA, Security & Deploy

End-to-end QA, security review, load testing, cloud deployment, monitoring setup.

Shipped in production

HRTech · GDPR · MVP

Blind CV Generator

From idea to production in 3 months. An automated CV anonymization platform that strips protected characteristics before AI scoring — compliant with GDPR and EU AI Act. Private Mistral LLM, EU-hosted, zero data egress.

Read the case study →
93%
Time reduction
3 mo
Idea to production
<2 min
Per CV
GDPR
Compliant

Technology we deliver on

We choose the right tool for your product — not the most fashionable one. Every stack decision is documented and justified.

Frontend

React / Next.js
TypeScript
Tailwind CSS
Figma → code

Backend

Python / FastAPI
Node.js
PostgreSQL
REST + OpenAPI

Platform

Supabase
Firebase
Auth + storage
Prisma ORM

AI Layer

OpenAI / Claude
LangChain
RAG pipelines
Embeddings

Cloud

AWS / GCP
Docker
GitHub Actions
Staging + prod

Monitoring

Datadog
Sentry
Grafana
Uptime checks

Engagement model

Time & Materials with a ceiling agreed before sprint one. You always know the maximum — and unused time is never charged.

Scope ceiling agreed before any development begins
Weekly billing with full hour transparency
Change requests handled via a clear RFC process
Unused budget returned — we don't pad to fill the estimate
NDA signed before any technical discussion

Typical engagement

6–8 weeks to productionLong-term post-launch partnershipSenior engineers onlyNDA on day one
"We went from concept to live product in 7 weeks. The team was disciplined, communicative, and genuinely cared about the outcome."

Blind CV Generator — HRTech product founder

We're part of your product team — not a vendor you manage

Senior engineers who bring ideas to the table, challenge assumptions, and treat your product decisions as their own. Expect architectural opinions, direct pushback when we see a better path, and genuine ownership of outcomes — not just deliverables.

You'll talk directly with the engineers building your product from the first scoping call through to deployment. No relay layers, no handoff friction — just a team that's invested in your success.

Ideas, not just execution

We suggest approaches you haven't considered and flag decisions we'd make differently.

Accountable to outcomes

We measure success by your product working, not by tickets closed.

Your independence is the goal

We document and hand over clearly. We build teams that don't need us to stay.

Top Clutch Generative AI Company Wrocław 2025Top Clutch Software Developers Legal Poland

Ready to scope your MVP?

Send us a brief and we'll come back with a detailed architecture approach within 48 hours.