Computer vision · France
Computer vision development in France
GDPR-first, fully documented and hosted in the EU, with a senior team working your morning hours.
Clarigo Infotech builds computer vision systems that turn cameras and images into decisions: spotting defects on a production line, reading documents, monitoring safety, counting and tracking objects, and analysing video. We deploy in the cloud or at the edge, close to your cameras, and our Clarigo Factory OS product brings vision inspection to the factory floor.
French companies most often hire us for SaaS products, e-commerce platforms and GDPR-compliant AI.
10+
Years of delivery
600+
Projects delivered
20+
Countries served
25-30
Days to a live MVP
Get a free consultation
Tell us what you need. A senior engineer replies within one working day.
Privacy, quality and clear documentation
European teams tell us they want a partner who treats data protection and quality as the starting point, not an add-on. That is how we work.
GDPR by design
Data minimisation, consent, EU hosting and a signed data processing agreement before any personal data is touched.
Documentation you can audit
Written specifications, architecture notes, test reports and handover documents, so your team or auditors can follow every decision.
Accessible by default
Interfaces built to WCAG guidelines, helping you meet the European Accessibility Act for digital products and services.
Predictable contracts
Fixed scope and price, clear milestones and acceptance criteria, and full ownership of the code and IP.
What we build with computer vision
Quality and defect inspection
Check parts and products on the line in real time and flag defects before they ship.
OCR and document AI
Read invoices, IDs, forms and labels and turn them into structured data.
Safety monitoring
Detect missing PPE, restricted-zone entry and unsafe conditions, and alert supervisors.
Object detection and counting
Count, classify and track items, vehicles or people in images and video.
Video analytics
Turn camera feeds into events, dashboards and alerts.
Edge deployment
Run models on-site so they keep working offline and images never leave your premises.
How we approach Computer vision
Start with the decision, not the model
We begin by agreeing what the system must decide (pass or fail, which category, how many) and how accurate it needs to be, then collect and label the right images to train and test against.
Data and labelling
Good vision AI depends on representative images: different lighting, angles and edge cases. We set up labelling, augment where needed and keep a held-out test set to measure real accuracy.
Cloud or edge
Some use cases suit cloud processing; production lines and sensitive sites usually need edge devices next to the cameras. We design for the latency, connectivity and privacy your site requires.
People stay in control
Uncertain predictions go to a person to confirm, and every decision is logged with the image behind it, so the system improves over time and can be audited.
How we work with France clients
Time-zone overlap
French and Indian working days overlap by three and a half to four and a half hours, so your team is online for stand-ups and calls every morning your time.
The GDPR and the French Data Protection Act (Loi Informatique et Libertés)
We design to the GDPR and CNIL guidance: data minimisation, consent, access controls, encryption, data hosted in France or the EU, and a data processing agreement signed before work starts.
Billing
Invoices in euros (EUR) or US dollars. Typical senior rates are $25 to $49 (USD) per hour, or a fixed price for a defined scope.
Industries we work with in France
French companies work with us for SaaS, e-commerce and AI products built with the GDPR and CNIL guidance in mind, with clear documentation and interfaces in French and English.
Luxury and fashion
Maisons invest in premium e-commerce and clienteling. We build AI agents, assistants and automation around these workflows.
Aerospace
Aircraft makers and suppliers need engineering and data software. AI here usually means faster reporting, fewer manual steps and better customer replies.
Tourism and hospitality
Hotels and attractions compete for online bookings. We start with one costly process and automate it end to end.
AI startups
A growing AI scene creates demand for product engineering. We build AI agents, assistants and automation around these workflows.
How the hours line up
Our team's hours, in French time
05:30–15:00
Monday to Friday
Overlap with your working day
09:00–15:00
About 6 hours every day
Daily stand-up
09:30
French time, plus written updates every evening
Built for how France works
Messaging channels
Languages
Local payments
Data hosting
AWS Europe (Paris), Google Cloud europe-west9 (Paris) and Azure France Central, in your own cloud account, so data stays where your rules require.
How it works
Week 1: discovery and design
We agree the use case, success measures and data, and show you a clickable design.
Weeks 2-3: build and integrate
We build, connect it to your systems and data, and demo working software every week.
Week 4: test and launch
We test with real cases, add monitoring and guardrails, then go live.
After launch: improve and scale
The same engineers keep tuning quality, cost and features as usage grows.
See what we've built
Try it yourself, free
Free browser tools from our team. No sign-up needed.
Computer vision development: questions from France
Do you work with companies in France?+
Yes. Clarigo Infotech works with companies across France, including Paris, Lyon, Toulouse, as part of clients in 20+ countries. French companies most often hire us for SaaS products, e-commerce platforms and GDPR-compliant AI. We work remotely from India with one in-house team.
What time-zone overlap do we get from France?+
French and Indian working days overlap by three and a half to four and a half hours, so your team is online for stand-ups and calls every morning your time.
How do you handle the GDPR and the French Data Protection Act (Loi Informatique et Libertés)?+
We design to the GDPR and CNIL guidance: data minimisation, consent, access controls, encryption, data hosted in France or the EU, and a data processing agreement signed before work starts.
Which currency do you bill in, and what does it cost?+
We bill in euros (EUR) or US dollars. Senior engineers typically cost $25 to $49 (USD) per hour, and fixed-scope projects such as an MVP in 25 to 30 days are quoted after a free consultation.
Can you build in French and English?+
Yes. We build interfaces and content in French and English, and test them with native speakers before launch.
Where will our data be hosted?+
Usually in AWS Europe (Paris), Google Cloud europe-west9 (Paris) and Azure France Central, or wherever your data rules require. Everything runs in your own cloud account, so you stay in control.
Do you support WhatsApp?+
Yes. Customers in France often prefer WhatsApp and LinkedIn and Email, so we connect chatbots, notifications and support flows to them.
How many images do we need?+
It depends on the task. Many projects start with a few hundred to a few thousand labelled images; we help you collect and label them and measure whether accuracy is good enough.
Can it run without the internet?+
Yes. We deploy models on edge devices at your site, so they keep working offline and images stay on your premises.
Computer vision development around the world
Worldwide page →North America
UK & Europe
UKGermanyNetherlandsSwitzerlandIrelandSwedenFranceItalySpainPortugalBelgiumLuxembourgDenmarkNorwayFinlandAustriaPoland
Middle East