Catalogue 2026 — Edition I

Fourteen ways
to put AI
to work.

A panorama of AI services that LuDoMaTiQuE can design, deploy and support for SMBs, mid-caps, public-sector bodies and freelancers — across France with a focus on the Grand Est region, or abroad.

Edited by Ludovic Bablon

From Chaumont — 52

Scope France & International

Artificial intelligence is not just ChatGPT in a tab. Well integrated, it absorbs repetitive tasks, speeds up decisions and gives humans back the time to do what they do best.

Here is a selection of possible projects I can take on. The examples are fictional but representative.

Sorted by demand, from the most widespread to the most niche.

Each is illustrated by three examples drawn from companies of radically different sizes, sectors and trades: the idea is that you can recognise yourself in there.

Catalogue

Marketing

Content production and editorial planning

SEO articles, LinkedIn posts, Instagram stories, newsletters, visuals — calibrated to brand voice and published on a piloted calendar. This is the #1 use of AI in business today: nearly 8 out of 10 SMBs in marketing/media already use it. AI does not replace strategy, it executes at high speed once the editorial line is set.

Michelin-starred restaurant Burgundy

Daily Instagram posts and monthly newsletter, drawn from photos taken in the kitchen.

Architecture firm · 4 staff Nantes

SEO blog articles on completed projects and RE2020 topics, weekly publication.

Multi-brand car dealer Haute-Marne

Used-vehicle listings enriched automatically, optimised for Leboncoin and La Centrale.

Accounting

Augmented accounting and smart customer dunning

Pre-entry, automated reconciliation, anticipation of payment delays, segmented dunning by customer profile — firm with chronic late payers, courteous with distracted good payers. This is the second sector of AI adoption in France, with more than 7 in 10 accounting firms already equipped. Cash flow breathes.

Industrial cleaning company Rhône

Unpaid invoices dunning segmented by age, automatic transfer to legal beyond 90 days.

Physiotherapy clinic · 3 practitioners Hérault

Tracking of insurance reimbursements and automatic patient reminders for pending files.

Food export SME Brittany

Multi-currency cash flow forecasts and early alerts on cash tension risks.

Inbox

Smart triage and email pre-drafting

An assistant that reads the inbox, classifies by urgency and type, identifies the sender in the CRM, summarises endless threads and proposes a contextualised reply ready to review. The human validates, no longer writes from scratch. One of the most immediate uses: time savings measurable from the first week.

Law firm · 15 staff Reims

Daily triage of court notifications and pre-drafting of client receipt acknowledgements.

Independent real-estate agency Brussels

Automated replies to viewing requests, qualification and appointment booking in one go.

Private nursing home management Vosges

Hierarchisation of family / supplier / authority emails, ready-to-sign template drafts.

Office

Extraction and automation of administrative documents

Automatically read invoices, purchase orders, contracts, statements, scanned PDFs or phone photos, extract structured data and push them into accounting, ERP or a spreadsheet. End of double entry. Quick ROI, proven technique.

Accounting firm · 8 staff Haute-Marne

Pre-entry of supplier invoices scanned by clients, direct injection into Pennylane.

Precision foundry · 120 staff Meurthe-et-Moselle

Automated reading of customer purchase orders, ERP update and creation of manufacturing orders.

Town hall · 3,000 inhabitants Aube

Processing of supplier invoices, budget control and preparation of payment orders.

Customer service

Customer service and product enquiry chatbots

An assistant connected to technical documentation, the catalogue, the FAQ and the ticket base, able to answer 24/7 in many languages — and hand over to a human when needed. Built on documentary or vector bases, it does not make things up. More than 4 in 10 companies plan to invest in this type of agent in 2026.

Industrial tooling manufacturer Nogent · 52

Tech-doc assistant for buyers and engineering offices, dialogue from product sheets.

Wooden toys e-commerce Pays de la Loire

Multilingual customer service absorbing 70% of requests during the Christmas peak season.

Inter-municipal tourism office Grand Est

Visitor information in six languages, integrated into the website and reception touchscreens.

Prospecting

Continuous multichannel sales prospecting

Identification of the right targets on the web, LinkedIn and sector directories, enrichment (email, phone, recent context), then personalised approach sequences by email, LinkedIn, SMS, WhatsApp. The human sales rep handles only hot leads and makes calls at the right time.

Construction engineering firm · 18 engineers Strasbourg

Watch on public tenders, detection of relevant opportunities and preparation of bid files.

Family champagne house Marne

Prospecting wine merchants and restaurants in ten European countries, sequences translated and localised.

Independent sports coach Toulouse

Approach of local works councils for wellness workshops, automatic follow-up tracking.

Steering

Smart dashboards and forecasts

Datavisualisation dashboards that summarise the situation in plain language rather than illegible charts, alert on anomalies and project sales, stocks or attendance over coming weeks. The leader steers, no longer guesses.

Restaurant group · 3 sites French Riviera

Daily forecast of covers, automatic adjustment of supplier orders.

Textile SME · 45 staff Roubaix

Seasonal stock forecasts by SKU and alert on potential unsold.

Inter-municipal community Haute-Marne

Analysis of attendance at sports and cultural facilities, support for budget decision-making.

Intelligence

Continuous competitive intelligence and market studies

Automated monitoring of competitor sites, sector media, patent and trademark filings, prices, job ads that reveal strategies. Weekly two-page summaries, real-time alerts on critical topics.

Medical equipment distributor Lyon

Daily price watch on competitors and automatic alert on price drops.

IP law firm Paris

Trademark filing watch on behalf of clients, alert on potential conflicts.

Regional tourism office Vosges

Analysis of rival destinations' communication and traveller reviews on TripAdvisor and Booking.

Multilingual

Continuous translation and localisation

Website, product sheets, customer support, commercial contracts, regulatory labelling — translated and maintained in many languages, with a translation memory specific to the company that ensures terminology consistency over time.

Family wine estate Alsace

Product sheets and labelling in English, Japanese and German for US and Asia export.

B2B SaaS · 30 staff Paris

Product documentation synchronised in French, English, German, Spanish and Italian.

Industrial export SME Vendée

Translation of international tenders and associated technical responses.

Standard documents

Help with drafting standard documents and tenders

Quotes, contracts, minutes, technical bids for public procurement, routine deeds — pre-drafted from house templates and a base of precedents. The professional reviews and signs instead of starting from scratch every time.

Construction SME · 35 staff Champagne-Ardenne

Automated generation of technical bids for public procurement, from past references.

HR consulting firm Nancy

Interview minutes and skills assessments pre-drafted from the consultant's notes.

Notary practice Chaumont

Pre-drafting of routine deeds and accompanying letters, validation by the clerk.

Internal HR

Conversational HR assistant for employees

An internal chatbot that answers recurring employee questions (leave, RTT, payroll, health insurance, internal rules), facilitates onboarding of new joiners and frees the HR department from micro-requests. While detecting weak signals of absenteeism or overload.

Private hospital · 600 staff Île-de-France

FAQ on leave, payroll and schedule available 24/7, in many languages for nursing staff.

Agricultural cooperative · 80 staff Champagne-Ardenne

Onboarding of harvest seasonal workers, safety briefings and procedures in their native language.

Engineering office · 40 engineers Sophia Antipolis

Interactive guide to the Syntec collective agreement and preparation of annual reviews.

Recruitment

Recruitment and anti-fraud skills tests

Posting offers, CV screening, custom job-specific quiz generation and automatic cheating detection (typing timing, copy-paste, generative-AI stylistic signatures). Recruiting is expensive: we shorten the funnel and filter serious profiles from round one.

Tech startup · 25 staff Lyon

Anti-cheating coding tests for developer applications, automatic reporting to the lead tech.

Bakery chain · 12 sites Île-de-France

Multilingual sales and hygiene aptitude tests, automatic ranking of sales-staff candidates.

Specialist recruitment firm Marseille

CV pre-qualification per role, scoring against client expectations and synthesis given to the consultant.

Industry

Predictive maintenance and visual quality control

Sensors connected to models that anticipate breakdowns before they stop production. Cameras and computer vision to detect quality defects faster and more finely than a tired human eye at end of shift. Heavier investment but considerable ROI on critical lines.

Aeronautical forge · 220 staff Haute-Marne

Automatic detection of micro-cracks on forged parts, 100% control at press exit.

Food-industry SME · 60 staff Picardy

Visual control of packaging before shipping, automatic rejection of non-compliant pallets.

General machining workshop · 15 staff Doubs

Predictive maintenance on three CNC machining centres, optimised stop planning.

Training

Training and acculturation of teams to AI

Short sessions or long programmes, on-site or remote, to give employees the right reflexes when faced with generative AI tools — what they can do, what should never be entrusted to them, how to formulate a good prompt, how to verify the output. Often the first brick before any more ambitious deployment.

Industrial SME · 80 staff Haute-Marne

Awareness for managers and practical workshops for the engineering office and purchasing department.

Local authority · 200 agents Grand Est

Skills development programme on AI tools for administrative services and communication.

Trust company · 12 staff Geneva

Monthly workshop on business uses: pre-entry, dunning, synthesis notes, mission reports.

Another reading angle

Prefer a reading by technical angle?

This catalogue arranges services by business use — marketing, accounting, industry, HR.

The other entrance to the site classifies them by deliverable type: automations, chatbots, custom software.

01 Automations

Seven systems that run without you: prospecting, email triage, dunning, intelligence…

02 Chatbots

Seven AI interlocutors: customer service, technical docs, HR, multilingual reception…

03 Software

Seven custom products: business SaaS, plugin, extension, predictive dashboard…

— And all the rest —

These fourteen projects are only the most frequent

There are dozens of others, because every trade has its own repetitions, its own irritants, its own underexploited data. If you recognise a bit of your daily life in these pages — or if you think of something else not listed —, the best is still to talk about it.

A one-hour conversation is usually enough to know whether AI can be useful to you, and at what cost. It is free and with no commitment.

Contact

Fourteen waysto put AIto work.