--- title: AI & Data Automation | Le Wagon description: Go from manual processes to automated workflows in 5 days. Learn APIs, AI agents & data pipelines. Built for professionals ready to automate. Le Wagon. image: https://info.lewagon.com/hubfs/ai_data_automation_banner.png --- [![Le Wagon's logo](https://info.lewagon.com/hubfs/v4_placeholders/logo-v4.svg)](https://www.lewagon.com) [Apply](https://www.lewagon.com/apply?city_slug=remote&program_slug=ai_data_automation) [![Le Wagon's logo](https://info.lewagon.com/hubfs/v4_placeholders/logo-v4.svg)](https://www.lewagon.com) ![Close](https://info.lewagon.com/hubfs/icons/icons-v5/menu_close.svg) [Apply](https://www.lewagon.com/apply?city_slug=remote&program_slug=ai_data_automation) The production gap ## The tech landscape has changed. Your workflow hasn't! AI automation tools have collapsed the time between "I should automate this" and "it's live." But most professionals are still doing everything manually, one tab, one copy-paste, one spreadsheet at a time. - 01 Drowning in tasks that shouldn't exist You spend hours every week on data entry, lead enrichment, report generation, and ticket sorting. Work that is repetitive, low-value, and increasingly, entirely automatable. - 02 Using AI as a chatbot, not a system You've tried ChatGPT. You've played with a few tools. But there's a gap between "using AI" and actually wiring it into your workflows so it takes action on real data, automatically. - 03 Dependent on other team members to move forward Every automation idea you have ends up in a backlog. You know what needs to be built. You just don't have the tools or the skills to build it yourself. Until now. ### After this program, you will: - Build automated workflows that connect your tools, enrich your data, and trigger actions without manual input. - Use AI as a decision-making layer inside your pipelines, not just a chatbot you type questions into. - Deploy a fully autonomous agent that handles multi-step tasks independently. - Walk back into work on Monday with a live automation solving a real problem from your job. What You'll Master ## From connecting your first API to deploying autonomous AI agents ![Red check icon](https://info.lewagon.com/hubfs/icons/icons-v5/check-red.svg) ##### Automate Your Data Pipeline Build a fully automated data layer, from collection to enrichment to storage, that feeds every workflow downstream without manual input. ![Red check icon](https://info.lewagon.com/hubfs/icons/icons-v5/check-red.svg) ##### Wire AI Into Your Business Tools Connect LLMs to your CRM, inbox, and databases. Make AI act on your data, not just answer questions about it. ![Red check icon](https://info.lewagon.com/hubfs/icons/icons-v5/check-red.svg) ##### Build Workflows That Route Themselves Classify, score, and dispatch information to the right place, person, or system, automatically ![Red check icon](https://info.lewagon.com/hubfs/icons/icons-v5/check-red.svg) ##### Autonomous AI Agents Move from linear automations to autonomous agents that make multi-step decisions independently, without breaking when conditions change ![Red check icon](https://info.lewagon.com/hubfs/icons/icons-v5/check-red.svg) ##### Production-Ready Systems Monitor, handle errors, control costs, and document your workflows so they keep running long after the course ends. Curriculum ## 5 Modules. 5 Live Automations. 1 System Deployed Before You're Back at Work Every module, you build something real. By the end, you'll have a production-ready automation that solves an actual challenge from your own work. [Download Syllabus PDF](https://info.lewagon.com/ai-data-automation-course#syllabus) - 1\. FOUNDATIONS - 2\. DATA - 3\. AI WORKFLOWS - 4\. AI AGENTS - 5\. YOUR AUTOMATION 8h ### APIs & AI Automation Foundations Stop wondering how your tools connect and start making them work together. This module gives you the technical foundations to call any API, read and route data, and plug AI directly into a workflow as a decision-maker, without writing a single line of code. What You'll Build - A live API connection that pulls external data and passes it into your workflow automatically - A JSON data pipeline that reads, filters, and routes information based on its content - A lead routing workflow powered by an LLM ![Make](https://info.lewagon.com/hs-fs/hubfs/tools-v5/logo_make.png?width=28&height=28&name=logo_make.png) Make 8h ### Data Acquisition, Cleaning & Enrichment Your automations are only as good as the data feeding them. This module tackles the reality of working with real-world data: where to find it, how to collect it at scale, how to clean it, and how to store it in a way that's both useful and GDPR-compliant. What You'll Build - A contact enrichment pipeline that fills gaps in your CRM records without manual input - A clean, normalized database built from two messy raw data sources, ready to fuel every automation that follows ![Make](https://info.lewagon.com/hs-fs/hubfs/tools-v5/logo_make.png?width=28&height=28&name=logo_make.png) Make 8h ### Advanced AI Workflows Rules-based logic will only take you so far. This module is where AI becomes the intelligence layer inside your workflows, detecting intent, categorizing records, and making nuanced routing decisions that no conditional filter could replicate. What You'll Build - An AI-powered categorization workflow that scores and segments records by profile automatically - A personalized outreach sequence triggered by AI classification, no manual sorting required - An error-handled production workflow that keeps running even when the data is messy or incomplete ![Make](https://info.lewagon.com/hs-fs/hubfs/tools-v5/logo_make.png?width=28&height=28&name=logo_make.png) Make ![n8n](https://info.lewagon.com/hs-fs/hubfs/tools-v5/logo_n8n.png?width=28&height=28&name=logo_n8n.png) n8n ![OpenAI](https://info.lewagon.com/hubfs/tools-v5/icon-chatgpt.svg) OpenAI 8h ### AI Agents & Production Workflows Automations follow instructions. Agents make decisions. This module introduces autonomous agents that have memory, use tools, and act on incoming data without human oversight. You'll build one from scratch, then learn how to harden it for production. What You'll Build - An autonomous agent that receives a request, selects the right tools, and routes the output to the right destination - A production-ready system with monitoring, cost controls, and error logging so it never breaks silently - A documented, version-controlled workflow your team can actually maintain and build on ![n8n](https://info.lewagon.com/hs-fs/hubfs/tools-v5/logo_n8n.png?width=28&height=28&name=logo_n8n.png) n8n ![OpenAI](https://info.lewagon.com/hubfs/tools-v5/icon-chatgpt.svg) OpenAI 8h ### Build Your Final Project Design, build, and deploy your own AI-powered Automation from concept to demo. Apply all techniques from previous modules and create professional presentation materials. What You'll Build - A full automation project scoped to your actual job, validated with instructor guidance before you build - A professional pitch deck and demo video - A working, deployable system you can demo to your team on day one back at the office Upcoming sessions ## Join our next session Full-time & immersive courses, running Monday to Friday - 9am to 6pm. **Spots are limited, secure yours now.** ## From Professional to Automation Builder. The Skill Every Team Is Hiring For. - 1 Become the Most Valuable Person in the Room Be the one who doesn't just spot inefficiencies, but fixes them. Professionals with automation skills are getting promoted, leading AI task forces, and becoming the go-to operators in their organizations. - 2 Multiply Your Output Without Multiplying Your Hours Stop being the bottleneck. Build workflows that enrich leads, route data, generate reports, and brief your team, while you focus on the decisions only you can make. - 3 Ship Real Solutions to Real Problems Walk away with a personal automation project built around your actual work. Not a sandbox exercise. A production-ready system you can deploy on day one back at the office. ![Icon play](https://info.lewagon.com/hubfs/icons/icon-play.svg) ### Europe needs 10 million more tech workers by 2030 Companies are competing for engineers who can deploy AI reliably—and they're willing to pay for it. Specialized infrastructure expertise is your greatest career leverage. SOURCE: INDEX.DEV, 2026 ## Ready to automate your work at modern speed? Download the full syllabus to see the complete curriculum, and exactly what you'll build across all 5 modules. ![✔](https://info.lewagon.com/hubfs/icons/icons-v5/check-white.svg) The 5 project briefs you'll complete, from lead routing workflows to a fully autonomous AI agent ![✔](https://info.lewagon.com/hubfs/icons/icons-v5/check-white.svg) Tools covered: Make, n8n, HubSpot, and more (no prior experience needed) ![✔](https://info.lewagon.com/hubfs/icons/icons-v5/check-white.svg) A typical day schedule, so you know exactly how the week is structured before you commit ![✔](https://info.lewagon.com/hubfs/icons/icons-v5/check-white.svg) Prerequisites checklist (spoiler: no coding required, just curiosity and spreadsheet basics) ![✔](https://info.lewagon.com/hubfs/icons/icons-v5/check-white.svg) Admissions process ![Coursereport](https://info.lewagon.com/hubfs/logo-v5/v5_coursereport-b77f602706c9a62c6a597d61859bc78c3c885dd44e609c523a62f01fe76b70dc.svg) 4.95/5 [3778 reviews](https://www.coursereport.com/schools/le-wagon) ![Careerkarma](https://info.lewagon.com/hubfs/logo-v5/v5_career_karma-3f08a11fa5230ba6e77d586412bdf1a3c3a7bffbda68d3a08ff07a8b02fbbcc9.svg) 4.8/5 [1695 reviews](https://careerkarma.com/schools/le-wagon/) ![Switchup](https://info.lewagon.com/hubfs/logo-v5/v5_switchup-4a9eea447c452d4bc3848b799115db4aa3dd25142a2779456efdf52ccd07e9aa.svg) 4.98/5 [2848 reviews](https://www.switchup.org/bootcamps/le-wagon) ### Download our AI & Data Automation Syllabus FAQ ## Your questions answered ## How is this different from YouTube tutorials or online courses? This program teaches the complete workflow of shipping automations — from framing the problem to deploying them live. You build 5 real automations projects with expert feedback, not just follow along with videos. You graduate with a portfolio piece and pitch materials. ## Do I need to know how to code ? No. This program is designed for non-developers. You'll use no-code and low-code tools throughout. A basic comfort with spreadsheets or databases is all you need going in. ## Can I spread this across more than 5 days? No. This is a full-time, immersive program. The course runs Monday to Friday, 9am to 6pm, and that intensity is intentional. Each day follows the same rhythm: a 1 to 1.5-hour session with your instructor to introduce the concepts, then the rest of the day to build and apply what you've just learned. That's 80% hands-on practice. You'll work alongside a classmate throughout the day, and teaching assistants are always on hand to answer your questions and keep you moving forward. The goal: leave each day having actually built something. ## What if I've never used Make or n8n before ? Completely fine, and expected. Both tools are introduced from scratch with structured walkthroughs before you build with them independently. ## Can I build my own product idea in Module 5? Yes, we encourage it. Many students validate an idea, build a portfolio piece, or create an internal tool for their company. ## What tools or subscriptions do I need? All platforms and tools are included in your tuition or available via free tiers. You just need a working computer (Mac or PC) with internet access. We provide setup instructions before the program starts. ## Is the training suitable for people with disabilities? Absolutely. Le Wagon's courses are open to everyone. We believe that with the right motivation, anyone should have equal access to a career in tech, and we've been putting that into practice since day one. Our campuses are accessible to people with reduced mobility. If you have any specific needs or constraints related to a disability, you can flag them directly during the application process. We'll make sure the right accommodations are in place, from your motivation interview through to the last day of training. ## Is the training eligible for public funding? It depends on where you're based. Le Wagon courses can be fully or partially funded, subject to eligibility criteria in your country of residence. For students based in **France**, this course is eligible for funding through the **CPF (Compte Personnel de Formation)**. Our admissions team will walk you through your options and help you find the best funding solution during your selection interview. ## Do I get a certificate at the end of the course? Yes. Upon successful completion, you'll receive an official Le Wagon course completion certificate — ready to add to your LinkedIn profile and CV.For students based in France, the course is linked to a nationally recognised certification block: RNCP42191BC03 — Bloc 3: Développement, automatisation et sécurisation de la solution No-Code. After completing the training, you'll go through a separate certification assessment. Your exam dates will be communicated by our admissions team based on your training schedule. Explore our free courses ![Python](https://info.lewagon.com/hubfs/tools-v5/icon-python.svg) ![SQL](https://info.lewagon.com/hubfs/tools-v5/icon-sql.svg) ![JavaScript](https://info.lewagon.com/hubfs/tools-v5/icon-javascript-lg.svg) Get access to over 200 hours of expertly curated content. 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