AI Software That Turns a Phone Video Into Energy-Renovation Plans and Quotes
French software for renovation contractors: 3D rooms from a phone video, official energy-label math and quotes with subsidies already deducted.
In plain English
Argile helps builders who make homes use less energy. The builder films a house with a phone and the software turns it into a measured 3D model. It then suggests a renovation plan, works out the official energy rating and writes a price quote with French government grants already taken off. Builders pay a monthly fee per person.
$500K/yr recurring revenue (company-reported to Ascent Valley, Jul 2026)
Operator: Pierre-Louis Guhur (founder)
A named, real operator ran this and shared results publicly. The figures are their own.
Not disclosed.
The tool stack
Payments
OpenAI API ↗LLM / vision
Supabase ↗Database / auth
Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.
Step-by-step setup
- Pick a trade with heavy, rule-based paperwork (here: French energy renovation).
- Turn a short phone video into measurements so nobody has to tape-measure rooms.
- Apply the official calculation rules and write the quote automatically.
- Charge per user per month and sell through trade networks.
What's automated vs. the human 25%
The machine does
- Core AI generation/analysis
- Billing and onboarding
You still do
- Product quality and support
- Distribution and marketing
- Compliance and edge cases
Overview
French software for renovation contractors: 3D rooms from a phone video, official energy-label math and quotes with subsidies already deducted.
Operator: Pierre-Louis Guhur (founder). Website: https://www.argile.ai/
Estimated split: about 75% of the work automated, 25% human.
Realistic income
The Ascent Valley investor network lists Argile at $500,000 in yearly recurring revenue with 15% monthly growth, from a founder pitch in July 2026. Prices are €49-€99 per user per month. This figure is operator-reported, not independently verified. This is one operator’s result, often after months or years of work, and doesn’t predict yours. Check the live source — numbers change.
Risks
- The $500K/yr figure is what the company told an investor network; it is not verified.
- Depends on French subsidy rules that change often.
- Wrong measurements or quotes can cost contractors money.
- Startup cost and time to first dollar are not disclosed.
*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.
THE DAILY 6
The 6 best AI money stacks, in your inbox every morning.
Each pick comes with its tools and first steps, so you can start one in minutes.
Unsubscribe anytime.
Featured in: AI Business Ideas for Electricians: Eight Documented Stacks
Related stacks
SaaS
Adversarial AI Red-Teaming Infrastructure
LLM Infrastructure for adversarial, high-risk scenarios. Our adversarial AI helps authorised testers to simulate red teaming drills.
- Automation
- 85%
- Difficulty
- Hard
- Startup
- Not disclosed
$40,278 Last 30 days
$40,278 verified revenue last 30 days, mostly non-recurring (TrustMRR/Stripe, Oct 28, 2026)
VerifiedSaaS
Paid Library of Agent Skills for Claude Code & Cursor
Skillry is a growing library of Agent Skills for Claude Code, Codex, Cursor and other AI agents. Preview real outputs for Skills that create websites,…
- Automation
- 85%
- Difficulty
- Hard
- Startup
- Not disclosed
$3,918 MRR
~$3,918 MRR; $12,037 verified revenue last 30 days (TrustMRR/Stripe, Oct 27, 2026)
VerifiedSaaS
Agentic Back Office for Construction & Installers
Agentic AI SaaS automating back-office work for construction and installation companies, covering quoting, invoice reconciliation, budget control and…
- Automation
- 75%
- Difficulty
- Hard
- Startup
- Not disclosed
$400 MRR
~$400 MRR; $485 verified revenue last 30 days (TrustMRR/Stripe, Oct 25, 2026)
VerifiedBrowse more: AI video business ideas · AI education and study app business ideas · AI voice agent and phone business ideas