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About Contact Us
AI-first engineering

Go from idea to a working prototype before your next sprint ends.

Get started

See Logiciel in action.

Tell us what you're building and we'll take it from there.

16 teams
Engineering teams in the experiment
12 MVPs
Functional MVPs shipped
6 hours
Of development in the sprint
How we work

What 16 Teams Built in 6 Hours Changed How We Build Forever.

01

Logiciel ran an internal AI-First Hackathon to test if real MVPs could ship in under a day.

02

12 deployable prototypes proved that velocity and reliability can coexist.

03

From AI-BillDesk to LS Buddy, every project revealed patterns that became the foundation of this playbook.

How we work

A Repeatable Framework for AI-First MVP Delivery.

01

6-Hour Sprint Model

A practical breakdown of problem discovery, AI pairing, build cycles, and evaluation checkpoints.

02

Tooling Blueprint

The exact AI and infra stack (Cursor, Lovable, N8N, FastAPI) that powers high-velocity MVPs.

03

CTO’s Sprint Checklist

How to run your own 6-hour MVP workshop with measurable output and zero chaos.

Pricing

Every Week Without a Demo Costs You Momentum.

01

Traditional MVPs take months AI-First MVPs deliver functional value in hours.

02

Evaluation loops and guardrails prevent the chaos of “prototype hell.”

03

This isn’t theory; it’s a proven, data-backed playbook for CTOs who want speed with substance.

Questions

Frequently asked questions.

Who is this playbook for?

CTOs, VPs of Engineering, and product technology leaders who need to accelerate MVP delivery cycles without compromising architecture or code quality.

What’s inside the playbook?

A 6-hour MVP execution framework tested across 16 teams and 12 real prototypes. It includes phase-by-phase guidance, AI tool stacks, team roles, and evaluation cycles.

How does AI enable faster MVPs?

AI tools like Cursor, Lovable, and repository-aware assistants handle boilerplate and architecture scaffolding, allowing engineers to focus on problem logic, evaluation, and delivery.

What did the Logiciel hackathon prove?

It showed that with the right team setup and AI-augmented workflow, you can build demo-ready MVPs in a single sprint with measurable reliability and clean code.

How is this different from a typical rapid-prototyping guide?

Most rapid-prototyping advice focuses on UI or proof-of-concepts. This framework ensures the MVP you build can evolve into production-grade code, with built-in evaluation and documentation.

What tools or frameworks does the playbook recommend?

AI development tools (Cursor, Lovable), infrastructure layers (FastAPI, Express, Laravel), orchestration (N8N), and CI/CD pipelines (GitHub Actions). It’s designed to fit within your existing ecosystem.

How do I know if my team is ready for a 6-hour sprint?

If you can define a clear problem, delegate roles, and access basic sandbox infrastructure, you can run this format. The playbook includes a readiness checklist and scoring system.

What results can CTOs expect?

Teams typically see 2–3x faster MVP delivery, clearer scope alignment, and 35–50% AI contribution to scaffolding and logic all tracked with evaluation metrics.

What is the 6-Hour Sprint Checklist mentioned?

It’s a tactical pre-, during-, and post-sprint guide covering setup, guardrail prompts, evaluation tracking, and retro scoring. It turns chaos into repeatable velocity.

How can I implement this with Logiciel’s team?

You can book a consultation or join a Logiciel 6-Hour MVP Workshop. In 72 hours, we’ll help you identify your best use case, prep your environment, and run your first AI-driven sprint.

Let's build

Learn the Lessons Behind the 6 Hour Framework.

Talk through your roadmap with our engineering leads - implementation, governance, and security handled as one connected responsibility.