Creuto is now an OpenAI Select Partner Read More

EITHER WE BUILD IT EXCEPTIONAL, OR WE DON'T!

AI Development Company in Toulouse

We build AI products that hold up in production for Toulouse's businesses: agents, copilots and models with measurable results, not demos.

  • 150+ products delivered
  • Senior-only engineering
  • Delivered from Bhubaneswar

Share Your Requirements

Tell us what you want to build. You'll hear back from a senior engineer, not a sales script.

What's your budget range?

Your idea is protected. NDA available on request.

Trusted by teams building what's next

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AI DEVELOPMENT IN TOULOUSE

AI that ships. And survives contact with users.

Toulouse's aerospace cluster brings safety-critical process, long certification cycles and demanding documentation standards. We've spent 10+ years building AI products that are ready for real users, real load and real revenue from day one — and this is what working with an AI development company in Toulouse that owns the outcome looks like.

French and English from day one

Localisation, formats and currency handled properly, so the AI product feels local rather than translated.

Secure by architecture

Data privacy and security designed in, aligned with GDPR and Loi Informatique et Libertés and CNIL guidance on cookies and consent.

Use cases, then models

We start with the decision you want improved and work backwards to the technology.

Evaluated, not vibes

Every model ships with an eval suite, so quality is a number you can watch over time.

Your data stays yours

Private deployments, retention controls and prompt-level data governance.

Cost under control

Routing, caching and smaller models where they work, so unit economics stay sane.

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Products Delivered

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Years Of Excellence

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Client Satisfaction

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Industries Served

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Global Clients

WHAT WE BUILD

AI Development Services in Toulouse. From evaluation to production.

From a first prototype to an enterprise rollout. One senior team, accountable end to end.

/01

Generative AI Development

LLM-powered products built on evaluation, guardrails and real retrieval.

  • RAG over your own content
  • Guardrails & grounding
  • Eval-driven iteration
Discuss your app
/02

AI Agents & Automation

Agents that complete work inside your systems, with human approval where it matters.

  • Tool & API calling
  • Multi-step workflows
  • Human-in-the-loop controls
Discuss your app
/03

AI Copilots & Assistants

Domain assistants for your staff and your customers, trained on your knowledge.

  • Knowledge-grounded answers
  • Citations & audit trails
  • Role-aware access
Discuss your app
/04

Machine Learning & Predictive Models

Forecasting, scoring and recommendations trained on your own data.

  • Demand & churn forecasting
  • Risk & credit scoring
  • Recommendation engines
Discuss your app
/05

Computer Vision

Document understanding, inspection and identity verification.

  • OCR & document parsing
  • Visual inspection & QA
  • KYC & identity checks
Discuss your app
/06

Data Engineering for AI

The pipelines, warehouses and feature stores AI actually needs.

  • Ingestion & cleaning
  • Vector & feature stores
  • Lineage & quality checks
Discuss your app
/07

MLOps & LLMOps

Deployment, monitoring and retraining so models do not quietly rot.

  • Versioning & rollback
  • Drift & quality monitoring
  • Automated retraining
Discuss your app
/08

AI Governance & Compliance

Documentation and controls for regulators, auditors and your own board.

  • Model & data documentation
  • Bias and safety testing
  • EU AI Act readiness
Discuss your app
/09

AI Integration Services

AI added to the products and workflows you already run.

  • Embedded in existing apps
  • Workflow & CRM integration
  • Fallbacks when models fail
Discuss your app
SELECTED WORK

AI products we've shipped. Results we can point to.

Real products, designed and engineered by Creuto end to end.

IoT Smart City Platform for Binimise
/01 · Smart City / IoT

IoT Smart City Platform for Binimise

A cloud-native, IoT-powered smart city platform — web command dashboard, citizen mobile app, field staff app, and full IoT integration designed and delivered by Creuto from the ground up.

10

Integrated Modules

25–30%

Reduction in Vehicle Trips

4

Platforms Delivered

View Case Study
Smart Aquaculture Forecasting & Bidding Ecosystem
/02 · AgriTech / IoT

Smart Aquaculture Forecasting & Bidding Ecosystem

A full-stack pond-to-port aquaculture ecosystem — AI monitoring, disease prediction, supply chain linkage, and export readiness — designed and delivered by Creuto from scratch.

6,000+

Farmers Registered

8,000+

Acres Monitored

150+

Villages Covered

View Case Study
Enterprise Workflow Automation & Process Management Platform
/03 · Operations / Workflow

Enterprise Workflow Automation & Process Management Platform

A full-stack workflow management platform — admin panel, task boards, collaboration engine, and reporting suite — designed and delivered by Creuto from the ground up.

1

Source of Truth for All Work

100%

Task Audit Trail

4

Task Lifecycle States

View Case Study
AI-Powered CRM & Sales Engagement Platform
/04 · Sales / CRM

AI-Powered CRM & Sales Engagement Platform

A complete Before-Sales and After-Sales CRM platform — AI-powered market insights, Kanban pipeline management, complaint tracking, and role-based dashboards built and delivered by Creuto end to end.

2

CRM Modules (Before & After)

AI

Market Intelligence Engine

360°

Customer Lifecycle Coverage

View Case Study
Edverise — AI-Native Software Company Discovery Platform
/05 · AI / B2B Marketplace

Edverise — AI-Native Software Company Discovery Platform

An AI-native platform for software company discovery and verified reputation — engineered end to end by Creuto with Claude and OpenAI.

~200K

Listings Seeded Before Launch

2

Independent Ownership-Verification Paths

2

AI Providers in Production

View Case Study
Custom Cloud ERP for Large-Scale Industrial Operations
/06 · Enterprise ERP

Custom Cloud ERP for Large-Scale Industrial Operations

A fully custom, browser-based ERP system built to unify every department, eliminate silos, and scale with the business — designed and delivered by Creuto end to end.

4

Departments Unified

1

Source of Truth

100%

Browser-Based Access

View Case Study
TESTIMONIALS

Don't Take Our Word for It

Founders and product leaders on what it's like to build with Creuto.

“What stood out the most about Creuto was their exceptional UI/UX expertise.”

Creuto's work led to a significant increase in engagement, user interaction, and time spent on pages for the client. The team's project management, timely delivery, and receptiveness to feedback were commendable. Moreover, Creuto's UI/UX expertise and thoughtful designs stood out.

RM

Rounak Mehra

Co-Founder, Indus AI

Read on Clutch

More client voices

/01 of 06

on Clutch
INDUSTRIES

We know your industry. We've probably shipped in it.

AI Development shaped around how business actually runs in Toulouse: regulated, localised and built to scale.

Visibility from warehouse to last mile.

  • Live fleet tracking
  • Driver apps & proof of delivery
  • Warehouse workflows

Digital tools for dealerships, suppliers and mobility brands.

  • Sales training & service booking
  • Connected-vehicle integrations
  • Dealer & supplier portals

Patient-first products that respect clinical and privacy rules.

  • Telemedicine & appointments
  • Privacy-by-design data handling
  • Clinical system integrations

Learning products for schools, universities and training providers.

  • LMS & virtual classrooms
  • Assessments & certification
  • Parent, student & teacher apps

Secure financial products for a digital-first market.

  • Wallets, payments & lending
  • KYC, AML & PCI-DSS aligned
  • Bank-grade encryption

Shopping experiences tuned for conversion.

  • Checkout built for speed
  • Local gateways & wallets
  • Personalised merchandising

Accessible, secure citizen services at scale.

  • Citizen service platforms
  • Accessibility & language standards
  • Data residency by design

Property discovery and management for a fast-moving market.

  • Listings & virtual tours
  • Tenant, owner & broker portals
  • CRM & payment integrations

Booking and guest experiences for visitors to Toulouse.

  • Search, booking & itineraries
  • Multi-currency, multi-language
  • In-stay guest services

Real-time service products for an always-on economy.

  • Live booking, tracking & payments
  • Dispatch & supply balancing
  • Built for peak-hour load

Ordering and loyalty that bring customers back.

  • Ordering & delivery tracking
  • Loyalty & personalised offers
  • POS & kitchen integrations

Venues, vendors and guests on one platform.

  • Venue & vendor marketplaces
  • Real-time availability
  • Ticketing & check-in
COMPLIANCE

Compliance isn't a checkbox. It's in the architecture.

For enterprise and government-grade AI development in Toulouse, we design, build and document your AI product around the regulations and standards that apply to you.

French & EU Regulations

  • GDPR and Loi Informatique et Libertés
  • CNIL guidance on cookies and consent
  • ACPR and AMF requirements for financial services
  • NIS2 Directive and EU AI Act
  • RGAA 4 accessibility
  • SecNumCloud for sensitive workloads

International Standards

  • GDPR
  • ISO 27001 practices
  • SOC 2 readiness
  • WCAG 2.2 Accessibility
  • OWASP ASVS

AI-Specific Governance

  • EU AI Act risk classification
  • NIST AI Risk Management Framework
  • ISO/IEC 42001 AI management practices
  • Model and dataset documentation
  • Bias, safety and red-team testing

Industry-Specific

  • PCI-DSS for payments
  • KYC & AML for FinTech
  • HIPAA & HL7 / FHIR for health
  • COPPA for children's products

Technical Security

  • End-to-end encryption
  • OAuth 2.0 & OpenID Connect
  • Penetration testing (VAPT)
  • Role-based access & audit logs
THE CREUTO DIFFERENCE

Why Toulouse Businesses Choose CREUTO

Not every AI development company in Toulouse will tell you no. We will, when it protects your product.

Either we build it exceptional, or we don't.

The standard every Creuto product is held to

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Products delivered

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Client satisfaction

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Years of excellence

Talk to a Senior Engineer
  1. /01

    Proven Delivery

    150+ products across 35+ industries. 99% client satisfaction. We're trusted with the complex stuff.

  2. /02

    Tier-1 Engineering Talent

    Your product is built exclusively by senior practitioners. No juniors learning on your budget.

  3. /03

    Local Insight, Global Standards

    Regional languages, payments and data law, delivered with world-class engineering.

  4. /04

    Security First

    Threat modelling, secure coding, encrypted data and independent testing before every major release.

  5. /05

    Practical, ROI-Driven AI

    AI is used purposefully, where it actually improves performance, efficiency or experience.

  6. /06

    On-Time Delivery Discipline

    Structured sprints, weekly updates, zero excuses. We deliver what we promise, when we promise it.

Dubai skyline
Infocity, Bhubaneswar · India
REGIONAL EXPERTISE

Built for Toulouse. Not just translated for it.

Great AI products here take more than good code. They take an understanding of how the market works.

  1. 01

    Local regulations, handled

    Your AI product is designed, built and documented against the rules that actually apply here: GDPR and Loi Informatique et Libertés, CNIL guidance on cookies and consent and ACPR and AMF requirements for financial services, plus the sector requirements specific to you.

  2. 02

    French-first where it counts

    Language, formats and content structure are planned at design time rather than retrofitted after launch.

  3. 03

    Aligned to your working day

    Our Bhubaneswar studio runs overlapping hours with CET (UTC+1), so reviews, standups and decisions happen inside your day.

  4. 04

    The payments your users trust

    We integrate Stripe, Lyra and Carte Bancaire and the other methods your customers already use.

CREUTO.AI

An OpenAI Select Partner. Held to that standard.

Creuto.ai is our dedicated AI engineering practice: evaluation-led, security-reviewed and accountable for the numbers it moves.

Explore Creuto.ai
  • AI Strategy & Use-Case Scoring
  • Generative AI Products
  • AI Agents & Copilots
  • Predictive Modelling
  • MLOps & LLMOps
  • AI Governance
OUR AWARDS & RECOGNITIONS

Our Awards & Recognitions

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TECHNOLOGIES

Advanced tech. Used with purpose.

The technologies powering our AI development services in Toulouse.

Large Language Models

Claude, GPT and open models, chosen per task and cost profile.

Retrieval-Augmented Generation

Answers grounded in your documents, with citations.

Machine Learning

Forecasting, scoring and recommendation models on your data.

Computer Vision

Document parsing, inspection and identity verification.

Agentic Workflows

Tool-using agents that complete multi-step work safely.

Vector & Feature Stores

The retrieval layer that makes AI answers accurate.

MLOps & LLMOps

Versioning, evaluation, monitoring and retraining pipelines.

Private Cloud AI

Deployments inside your own cloud or region for data control.

AI Security

Prompt-injection defence, PII redaction and access control.

Evaluation Harnesses

Automated scoring so quality changes are visible, not guessed.

TECH STACK

The right stack. Never the trendy one.

We pick technology for your product. Never the other way round.

/01Models

  • Claude
  • GPT
  • Gemini
  • Llama
  • Mistral
  • Whisper
  • Embedding models

/02AI Frameworks

  • LangGraph
  • LlamaIndex
  • PyTorch
  • TensorFlow
  • scikit-learn
  • Hugging Face

/03Vector & Data

  • pgvector
  • Pinecone
  • Qdrant
  • Weaviate
  • Snowflake
  • BigQuery
  • dbt

/04Serving

  • FastAPI
  • Node.js
  • vLLM
  • Bedrock
  • Vertex AI
  • Azure OpenAI

/05Cloud & DevOps

  • AWS
  • Google Cloud
  • Azure
  • Docker
  • Kubernetes
  • Terraform

/06Evaluation & Observability

  • Custom eval suites
  • LangSmith
  • Phoenix
  • OpenTelemetry
  • Grafana

/07Governance

  • PII redaction
  • Audit logging
  • Prompt versioning
  • Access policies

/08APIs & Testing

  • REST
  • GraphQL
  • Apollo
  • Postman
  • Swagger
  • Jest
  • Cypress
  • Selenium

/09Design & Prototyping

  • Figma
  • Adobe XD
  • Sketch
  • Framer
  • Storybook
HOW WE WORK

From idea to launch. No surprises.

Success isn't how fast something gets built. It's how safely and sustainably it runs at scale. Our process is built for that.

Start Your Project
  1. 01

    Use-Case Qualification

    We score candidate use cases on value, data readiness and risk, and tell you which ones are not worth building.

  2. 02

    Data & Feasibility Review

    We audit the data you actually have, then prove or disprove the approach on a slice of it.

  3. 03

    Evaluation Harness First

    Before tuning anything we build the test set that defines 'good', so progress is measurable.

  4. 04

    Build & Iterate

    Retrieval, prompts, models and guardrails tuned against the eval suite rather than anecdotes.

  5. 05

    Production Hardening

    Latency budgets, cost controls, fallbacks, abuse protection and human-in-the-loop review paths.

  6. 06

    Monitor & Improve

    Drift, quality and cost tracked in production, with retraining and prompt updates on a schedule.

HOW WE WORK WITH YOU

Delivered from Bhubaneswar. Built for Toulouse.

Your team sits in our Infocity, Bhubaneswar studio on hours that overlap CET (UTC+1), with a named engineering lead, written weekly updates and a shared backlog you can see at any time.

Creuto - India

11th Floor, O-Hub, Chandaka Industrial Estate, Infocity, Bhubaneswar, Odisha 751024, India

Directions

Request a Proposal

Scope, team, timeline and budget, tailored to your product.

What's your budget range?

Your idea is protected. NDA available on request.

FAQ

Frequently Asked Questions

Straight answers. If yours isn't here, ask us directly.

Ask Our Dubai Team

One team owns the whole journey: discovery and planning, UI/UX design, engineering, QA, launch and post-launch support. You get a single point of accountability from the first workshop to long after go-live, not a handoff between departments.

Security is built in from day one. We apply secure coding practices, encrypt data in transit and at rest, use role-based access control and run vulnerability assessment and penetration testing before major releases. Architecture is designed to align with GDPR and Loi Informatique et Libertés and CNIL guidance on cookies and consent and GDPR where it applies.

It depends on scope: feature complexity, integrations, design depth and compliance needs. After a free discovery call we send a fixed-scope proposal with a clear budget breakdown, milestones and timeline, quoted in EUR or your preferred currency. No surprises later.

A focused first phase typically takes 6 to 10 weeks. A complete engagement usually runs 3 to 7 months, and complex multi-team programmes can take longer. You get a milestone-based timeline before work begins.

Yes. We design data flows, consent, storage and access controls to align with GDPR and Loi Informatique et Libertés, CNIL guidance on cookies and consent and ACPR and AMF requirements for financial services, plus sector rules such as PCI-DSS where they apply. Where data residency is required we host in a region that satisfies it.

Share your requirements through the form on this page or book a free discovery call. We sign an NDA, run a short discovery session, and send a tailored proposal covering scope, team, timeline and budget. Once approved, your team starts within days.

Yes, and it is how most of our French work is delivered. Your team sits in our Bhubaneswar studio with working hours overlapping CET (UTC+1), with written weekly updates, a shared backlog and a named engineering lead you speak to directly. We travel for discovery and major milestones where it helps.

Grounding and evaluation. Answers are retrieved from your own content with citations rather than generated from memory, outputs are constrained to schemas where the result feeds a system, and every change is scored against a test set before release. Where the model is not confident, the product says so instead of guessing.

No. We deploy with training and retention disabled on commercial APIs, or inside your own cloud account where the requirement is stricter. Data residency, retention periods and redaction rules are agreed in writing before the first line of code.

Whichever is right for the task and the budget, and we benchmark rather than assume. We work with Claude, GPT and Gemini, and with open models such as Llama and Mistral when cost, latency or on-premise hosting requires it. Model choice is a replaceable component in everything we build.

Two layers. Technical evaluation gives accuracy, grounding and regression scores on a fixed test set. Business measurement ties the feature to the number it was built to move: resolution time, conversion, cost per case. Both are visible in dashboards from the first release.

We prefer it. A scoped pilot on one use case, with an evaluation harness and a clear success threshold, usually takes six to ten weeks and tells you more than any amount of strategy work.

LET'S BUILD

Your idea deserves an exceptional build.

Tell us what you're building. You'll speak with a senior engineer, get honest advice, and leave with a clear plan for your AI product in Toulouse.

  • Free, no-obligation consultation
  • NDA available on request
  • Fixed-scope proposal

We don't just aim to fit in – we strive to stand out. Experience the perfect blend of innovation, excellence, and trust that makes us truly unforgettable. Discover the difference with Creuto.

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