AI Agency & Automation: Transform Your Business Processes with Artificial Intelligence
What is AI Automation?
AI automation combines artificial intelligence and process automation to transform the way your business operates. Unlike traditional automation tools (Excel macros, basic scripts) that follow rigid rules and break whenever the format changes, AI can analyse, understand and adapt to complex, unforeseen situations.
In practice, this means you can automate not only simple tasks (copy-pasting between tools, sending reminder emails) but also processes requiring judgement: analysing an unstructured document, categorising a customer request, extracting data from a poorly formatted PDF, or even drafting a personalised response.
AI automation works in 3 layers: the orchestration layer (iPaaS platforms) that connects your tools, the intelligence layer (GPT-5.6, Claude) that understands and decides, and the action layer that executes in your business systems (CRM, ERP, accounting).
Les 3 couches de l'automatisation IA
- Orchestration Layer — Orchestration platforms — connects your tools and orchestrates data flows between them
- Intelligence Layer — GPT-5.6, Claude, specialised models — understands, analyses, decides and generates
- Action Layer — Business APIs, CRM, ERP, accounting — executes actions in your systems
Concrete Results: Businesses Transformed by AI Automation
Three clients who agreed to be named, complemented by representative projects anonymized at the client's request.
DT INTERIM — Multi-branch staffing group
HR — temporary staffing
Client nommé, avec son accord.
Challenge : Orders received by email/WhatsApp in free text, manually re-entered into the ATS. Temp workers constantly asking the same questions (pay, advances, certificates).
Solution : AI WhatsApp agent converting messages into structured purchase orders, AI matching of candidates to assignments, 24/7 temp-worker assistant via SMS/WhatsApp.
~2 FTEs freed up — Across 2 branches and 13 employees. GDPR & AI Act compliant (recruitment is a high-risk AI use case).
Cambacérès — Business law firm
Legal — business law
Client nommé, avec son accord.
Challenge : Semi-manual drafting of routine legal acts, templates rewritten for every matter, risk of missing a clause — with a non-negotiable requirement: no data may ever be shared with a third party.
Solution : AI-assisted (GPT) legal-act configurator running in Zero Data Retention — the AI drafts standard clauses while the lawyer keeps control over substance.
100% of acts reviewed — Act templates owned by the firm. Zero client data reused for training. 100% of acts reviewed by a lawyer.
Kappeler — Illuminated-sign manufacturer (Alsace, since 1962)
Industry — custom manufacturing
Client nommé, avec son accord.
Challenge : Fully manual chain: 30 to 60 min per facade plan redrawn by hand, CERFA declarations entered manually, no workshop visibility.
Solution : CAD↔AI bridge to automatically generate plans and production tickets, AI administrative automation for CERFA filings, real-time workshop production tracking.
+450% leads — Administrative time cut by a third. Opened a new export market (Germany).
B2C E-commerce — 50 employees
Retail & E-commerce
Mission réelle, client anonymisé à sa demande — chiffres mesurés en fin de mission.
Challenge : 500+ orders/day processed manually. 15 errors/week on invoices. Forgotten customer reminders, tight cash flow.
Solution : Automated pipeline: order → AI verification → invoicing → D+3/D+15/D+30 reminders. Support chatbot for tracking requests.
Invoicing made reliable — 15h/week recovered. DSO reduced by 12 days. Customer satisfaction up.
B2B Consulting Firm — 30 employees
Professional Services
Mission réelle, client anonymisé à sa demande — chiffres mesurés en fin de mission.
Challenge : Manual quotes (45 min each), contracts never tracked, time-consuming client reporting (1 day/month per client).
Solution : Automatic quote generation from CRM, contract tracking with alerts, auto-generated monthly reports sent automatically.
Quotes and reporting automated — Quote time from 45 min to 5 min. 100% reminder rate (vs 60% before). 2 days/month recovered per consultant.
E-commerce Distribution — 22 employees
E-commerce & Distribution
Mission réelle, client anonymisé à sa demande — chiffres mesurés en fin de mission.
Challenge : Every Monday, 2h to compile data from 5 sources (Shopify, CRM, accounting, stock, ads) and create the weekly management report.
Solution : Automated pipeline: data extraction Sunday evening, Supabase consolidation, PDF generation with AI commentary, automatic delivery Monday 7am.
0h of manual work — 100% data reliability. Report delivered every Monday at 7am. 8h/month recovered.
Ce que personne ne vous dira
AutomationBench — meilleur modèle disponible, juillet 2026
Le meilleur modèle du monde échoue sur 3 workflows métier sur 4
AutomationBench est l'épreuve qui mesure des workflows d'entreprise, pas des énigmes de laboratoire. Au tableau de benchmarks officiel publié à la sortie de Claude Opus 5, le meilleur modèle disponible y obtient 26,0 %. Les autres modèles de premier plan plafonnent entre 17,0 % et 18,1 %. Notre lecture complète du tableau.
L'écart entre modèles n'a jamais été aussi large : le choix cesse d'être neutre. Mais 26 %, c'est une tâche sur quatre. Brancher un excellent modèle sur vos processus vous fait échouer dans trois cas sur quatre.
Un projet d'automatisation ne se joue pas sur les 26 % que le modèle réussit seul. Il se joue sur les 74 % restants : spécification du processus, qualité des données, garde-fous, reprise sur erreur, points de contrôle humains. C'est de l'ingénierie — c'est notre métier, et c'est la question à poser à quiconque vous démarche.
How Much Does AI Automation Cost?
An automation starts at €2,000 for one process and ranges from €8,000 to €25,000 for a multi-department transformation. ROI is typically reached in 3 to 6 months.
Quick Win
From €2,000
1-2 simple processes
3-5 days
Automation of a key process: invoicing, reminders, notifications. Ideal for testing and proving ROI.
- Target process audit
- Complete automation
- Team training
- 30 days of support
Transformation
€8,000 – €25,000
3-5 processes
3-6 weeks
Multi-department automation with AI. Connects your main tools and eliminates data silos.
- Complete process audit
- Custom AI architecture
- Multi-tool integrations
- Training + documentation
- 90 days of support
Full Transformation
Custom quote
Entire company
2-3 months
Complete digital transformation. All departments connected, AI integrated into critical processes.
- Global AI strategy
- Unlimited automations
- Autonomous AI agents
- Intensive training
- Priority support 12 months
Et après ? Aucune maintenance obligatoire.
Beaucoup de prestataires vendent l'automatisation avec un abonnement de maintenance imposé. Pas nous : vous êtes propriétaire du système que nous livrons, code compris. Vous pouvez l'exploiter, le faire évoluer en interne ou confier la suite à qui vous voulez.
Dans les faits, 100 % de nos clients sont en maintenance évolutive, à raison de 1 à 15 jours par mois selon le périmètre — non parce qu'un contrat les y oblige, mais parce qu'une fois le premier processus automatisé, il y en a toujours un deuxième. C'est la seule mesure de satisfaction qui nous intéresse : celle qu'on renouvelle sans y être tenu.
All our projects start with a free 30-minute audit. ROI is typically achieved in 3-6 months.
Describe your project — quote within 24 hours
Personal reply from an expert, no commitment.
AI Automation vs RPA: The Definitive Comparison
RPA follows fixed rules and breaks when the format changes; AI automation understands context and handles unstructured data — emails, PDFs, images.
| Criteria | RPA (Traditional Automation) | AI Automation ✓ |
|---|---|---|
| Intelligence | Fixed rules, if/then/else | Contextual understanding, adaptation |
| Data handled | Structured only (spreadsheets, forms) | Structured + unstructured (emails, PDFs, images) |
| Adaptability | Breaks if the format changes | Adapts to format variations |
| Complexity handled | Linear, predictable processes | Variable processes, with exceptions |
| Learning | None, static | Improves over time with data |
| Cost | Cheaper upfront | Higher ROI over 6-12 months |
| Ideal use case | Data entry, form extraction | Emails, documents, decisions, content |
Our recommendation : Our recommendation: start with RPA for simple, standardised processes, then add AI where variability and decision-making are needed. Most of our clients combine both.
Our 5-Step Methodology
A proven process to guarantee the success of your AI automation
Audit & Discovery 1 week
Mapping your processes, identifying quick wins and high-ROI automations. Deliverable: prioritised roadmap.
Deliverable : Prioritised automation roadmap
Proof of Concept 1-2 weeks
Working prototype on your priority use case. Validation with your teams, measuring initial gains.
Deliverable : Validated working prototype
Build & Integration 2-4 weeks
Full development, connection to your tools, edge case handling, thorough testing.
Deliverable : Production-ready solution
Deployment & Training 1 week
Progressive rollout, team training, complete documentation.
Deliverable : Trained and autonomous teams
Continuous Optimisation Ongoing
KPI monitoring, adjustments, extension to new processes. Responsive support and evolution with your needs.
Deliverable : Continuous performance improvement
They trust us
Projects delivered by our team — JAIKIN × Azinove Group
« Our WhatsApp requests become structured purchase orders in seconds, on a custom staffing platform. »
DT INTERIM
HR — temporary staffing
« Victor from JAIKIN took over our old website content, enriched it with relevant material without taking up my time — and we are climbing the rankings. Inquiries keep coming in. »
David K.
Managing Director, Kappeler — illuminated signage (since 1962)
« JAIKIN built our property management SaaS: units, accounting, budgets, maintenance and resident portal. »
Sovereign Estate
Real estate — management SaaS
Technologies & Partenaires
Who will build your project
No anonymous outsourcing: meet the people who will design, build and ship your solution.
Victor Gless-Krumhorn
Founder & Lead Developer
Prépa HEC, Paris-Dauphine (Finance & Wealth Management). Former UBS. Reserve NCO in the French Army. Full-Stack Developer specializing in Ruby on Rails — leads JAIKIN's technical strategy and product direction.
Patrick Eiermann
Co-founder & Senior Full-Stack Developer
Epitech graduate with 8+ years of software engineering experience, specialized in Node.js and DevOps. Designed an airline ERP system, e-commerce platforms, and production SaaS applications. Owns back-end architecture and systems integration.
JAIKIN at a glance
What defines us, in four points.
- Focus
- AI & operational automation consultancy for industrial SMEs and mid-market companies — results-driven, with fast production rollout.
- Compliance
- Privacy-first AI: built GDPR & AI Act compliant, data hosted in Europe, human oversight at every step.
- Method & ROI
- Standard approach: ROI-focused pilots in 3 to 6 months, with success metrics defined from the scoping stage.
- Integration
- Odoo integrator, AI and no-code automation for industrial information systems — including existing (brownfield) environments.
70%
of repetitive tasks can be automated
3-6 months
to achieve ROI
90%
error reduction
15-25h
saved per week
Estimates based on our PME/ETI automation projects.
Victor Gless-Krumhorn
Founder & AI Consultant — JAIKIN
AI implementation and automation expert for SMBs and mid-market companies. Works with businesses across France, Germany and Switzerland, from process mapping to production rollout.
Frequently Asked Questions About AI Automation
Most of our projects are implemented in 4-8 weeks. We start with a 1-2 week POC (Proof of Concept) to validate the solution on a real use case before full deployment. Simple automations (email reminders, notifications) can be operational in 3-5 days.
No, and this is an essential point. AI automation frees your employees from repetitive, low-value tasks (data entry, copy-paste, reminders) so they can focus on what AI cannot do: creativity, customer relations, negotiation, strategy. Most of our clients see improved team satisfaction, not reduced headcount.
Absolutely not. We create turnkey solutions with simple interfaces. Your teams use the automation without knowing how it works behind the scenes — exactly like you use Gmail without knowing email protocols. We train your teams and provide ongoing support.
It's our top priority. We use infrastructure hosted in France/EU (OVH, Scaleway), encrypted connections (TLS 1.3), and we never store your sensitive data. For clients with strict requirements, we deploy self-hosted orchestration on your own servers. GDPR and AI Act compliance built in from design.
That's exactly what we recommend. Start with one key process (invoicing, reminders, onboarding), measure ROI, then expand. 80% of our clients who start with a Quick Win add 2-3 additional automations within the following 6 months.
Our automations are modular and easily adaptable. If you switch CRM (HubSpot → Salesforce), we adapt the connections. If a process evolves, we adjust the workflows. This is included in our ongoing support offering.
Basic automation connects tools with simple rules (if X then Y). AI automation adds an intelligence layer: it understands an email to categorise it, analyses a document to extract data, or generates a personalised response. It's the difference between an Excel macro and an assistant that understands your business.
We measure 4 key indicators: (1) Time saved in hours/week, (2) Error reduction in %, (3) Processing times before/after, (4) Cost per process. The dashboard is included in every project. Most of our clients break even within 3 to 6 months.
An AI automation agency designs and deploys systems that take over your repetitive tasks using artificial intelligence: business workflows, AI agents connected to your tools (email, CRM, ERP), document processing, reporting. Unlike a software vendor, it starts from YOUR processes to automate what costs you the most time, and stays technology-neutral. JAIKIN is an AI automation agency based in France that builds proprietary platforms — your data, your flows, no vendor lock-in.
Four criteria: 1) verifiable quantified results (hours saved, ROI), not promises; 2) real technical expertise (LLMs, RAG, orchestration, integration with your information system), not just consulting; 3) GDPR and AI Act compliance built in from the design stage; 4) ownership — prefer a platform you own over a per-seat subscription that locks you in. JAIKIN ticks all four, with a free first audit to validate the value before investing.
AI can automate four main families of tasks: (1) document processing (invoices, contracts, forms, emails) with automatic data extraction; (2) communication (sorting and replying to incoming emails, customer follow-ups, notifications); (3) data flow between your tools (CRM, ERP, accounting) without re-keying; (4) analysis and reporting (summaries, dashboards, classification). As a rule, any repetitive process based on rules or on text is a candidate for automation.
The cost depends on scope. A first targeted automation — a single process such as follow-ups or email sorting — represents an investment of a few thousand euros, while a complete business platform integrated with your information system is priced according to the number of flows and connections. Unlike a per-user SaaS subscription, the development is paid once and the platform belongs to you. We always start with a free 30-minute audit to price your case precisely and estimate the ROI.
Our commitments, in writing
You own the code
100% of the intellectual property, Git repository handed over, takeover documentation. No lock-in: another provider can take over tomorrow.
Rollback tested in 2 h
Every production release ships with a tested rollback procedure. If anything goes wrong, we are back to a stable state within 2 h.
Reply within 24 h
An expert replies to you personally within 24 business hours — quote, technical question or incident.
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