takion
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AI integration company, Belgium

Artificial intelligence, shipped to production.

Today: AI integration.on-prem models.machine learning.AI agents.financial pilot.architecture. AI integration.

Takion integrates AI into the daily operations of Belgian small and mid-sized businesses. We automate what wastes your time: document processing, customer follow-up, assistance agents. Fixed-price packages starting at €490, no hidden fees.

15+

years on the ground, industry to cybersec

9k+

LinkedIn followers of the founder

30+

verifiable press publications

takion.hub live
API/s 1.2k1.4k1.1k1.3k1.2k
tokens 8.2M8.7M9.1M8.5M8.2M
latence 89ms76ms92ms84ms89ms
initiatives.active
AI agents in production Local models running ML pipelines operational New missions in progress AI agents in production
Services

What we deliver, concretely.

Takion covers the full chain of an operational AI project. A single technical point of contact, clear deliverables, measurable impact from the first iteration.

Custom AI integration
Scoping use cases, model selection, integration with business data. LLMs, semantic search, orchestration.
Process automation
Flow reliability, cross-app integration, reduction of repetitive tasks. Workflows and APIs.
Operational AI agents
Assistants plugged into your documents and tools. Guardrails, testing, quality monitoring in production.
Integration platform
Cloud and edge foundation, observability, cost and latency management. A durable base for your AI projects.
Advisory and scoping
Audit of your use-case portfolio, impact-based prioritization, feasibility and trajectory estimation.
Production deployment
Rollout, monitoring, iteration. Documentation and skill transfer to your teams.
Solutions

Use cases that deliver real value.

We tackle concrete problems rather than technology demos. Every solution is designed to fit into your existing systems and to be owned by your teams.

Document intelligence
Automated extraction, classification and summarization. PDFs, contracts and emails turned into exploitable data.
ClassificationExtractionRésumé
Conversational agents
Internal assistants plugged into your tools (CRM, ERP, knowledge base). Source-cited answers, guardrails, audit logs.
LLMRAGSources
Semantic search
Internal search engine that understands meaning, not just keywords. On your documents, tickets, knowledge bases.
EmbeddingsVector DB
Workflow automation
Orchestration between your business tools with AI blocks where they matter. Zapier-grade but robust and traceable.
APIsWebhooksOrchestration
Augmented data analytics
AI-enriched dashboards, automatic summaries, anomaly detection. Numbers that read themselves.
AnalyticsInsights
AI observability
Production quality monitoring: model drift, cost per query, latency, hallucination rate. Nothing slips under the radar.
MonitoringCoûtsQualité
Method

Scope, integrate, ship to production.

We apply the same method on every mission. The goal is constant: a first useful result in production, then fast and measurable iteration.

01
Understand
Listen to the field, map the systems and the real usage before proposing anything.
02
Scope
Pick the perimeter that delivers a real result without overbuilding.
03
Integrate
Build with the team's tools. Low footprint, good traceability.
04
Deliver
Deploy, measure, document. Transfer operations as soon as they're ready.
Packages

Packages designed for SMEs.

Transparent pricing, no surprise. AI does the heavy lifting, we pilot integration. You know what you pay, you know what you receive.

Delivered in 1 week

AI Diagnostic
€490 excl. VAT, fixed price
The accessible entry ticket. A short workshop to identify AI use cases that actually make sense for you, with a written recommendation that tells you concretely what to do and in what order.
  • 2h discovery workshop (remote or on-site)
  • Analysis of possible AI use cases
  • Written recommendation (5 to 10 pages)
  • Realistic cost estimate per initiative
  • 3-month roadmap
Request the diagnostic
Most requested

Delivered in 3 to 4 weeks

AI Integration
from €1,900 excl. VAT, scope-based fixed price
A concrete use case shipped to your daily operations. Automation, AI agent, document processing, tool connection. User training included.
  • One AI use case deployed to production
  • Integration with your existing tools
  • Team training
  • Documentation and handover
  • 1-month post-launch support
Start an integration

3-month minimum

Monthly support
from €490 excl. VAT / month
A trusted AI tech partner over time. Support on delivered tools, light evolutions, AI intelligence tailored to your business, monthly check-in with leadership.
  • Continuous technical support
  • Small improvements included
  • AI intelligence targeted to your domain
  • 1h monthly call
  • Priority access for new projects
Start the subscription

For whom

SMEs from 3 to 50 people. A manager or business owner who wants to start fast without spending 6 months on it.

How we deliver

Fixed price = clear contractual scope. AI does the heavy lifting, we add human judgment at the right moment.

Beyond the package

If scope shifts, we re-scope together. Ad-hoc missions out-of-package at €750 excl. VAT per day.

About

The founder behind Takion.

Takion is led by Giannino Cuignet. A cross-disciplinary profile combining technical leadership, industrial practice and AI integration.

Giannino Cuignet

Giannino Cuignet

Founder, Takion

Tournai, Belgique linkedin.com/in/zettersploit 9k abonnés

Founder of Takion, I lead AI integration missions and coordinate the company's initiatives. My background is deliberately cross-disciplinary: A2 chemistry technician, bachelor in biotech specialized in biomechanics and biomaterials, IT (Technocité), then a cybersecurity degree at CNAM Paris completed in one year.

I founded and led REDSYSTEM for six years, a company specialized in offensive cybersecurity sold to a Belgian group in October 2024. In parallel, technical leadership at DASHAN on infrastructure and architecture. Takion operates independently, with a scope strictly dedicated to AI integration.

In the community, I founded the non-profit BeHack to federate the Belgian hacker scene (CTFs, conferences, knowledge sharing) and I taught offensive cybersecurity at Université Sorbonne Paris Nord from 2021 to 2023. Regular appearances in French-language press under the handle zettersploit. This practice reinforces the quality and security of Takion deliverables without being a commercial offering.

Experience

  • Technology & Innovation Lead actuel

    Trustteam · oct. 2024 - aujourd'hui

  • Responsable Technique, Infrastructure & Architecture actuel

    DASHAN · oct. 2024 - aujourd'hui

  • Fondateur & Directeur Technique

    REDSYSTEM · juil. 2018 - oct. 2024

  • Fondateur, BeHack ASBL

    Communauté hacker, CTF, conférences · mars 2022 - mars 2026

  • Ethical Hacker, bug bounty

    YesWeHack, Bugcrowd · janv. 2018 - oct. 2024

  • Enseignant vacataire

    Université Sorbonne Paris Nord · janv. 2021 - sept. 2023

  • Ethical Hacker, Pentester

    Orange · avr. 2019 - avr. 2020

  • Engineering Technician

    BOTALYS · oct. 2014 - avr. 2019

Core skills

  • Intégration IA et automatisation
  • Architecture cloud et edge
  • Systèmes d'information et infrastructure
  • Direction technique et pilotage produit

Academic background

Cybersecurity degree (CNAM Paris, one year) after IT (Technocité), biotech bachelor in biomechanics and biomaterials (HEPH Condorcet, with honors) and A2 chemistry technician (Institut Saint-François).

Certifications

  • PECB Certified Lead Ethical Hacker
  • INE Junior Penetration Tester (eJPT)
  • Hack The Box, Dante Pro Lab
  • SecNum MOOC, ANSSI

Community and research

  • Bug bounty sur YesWeHack et Bugcrowd (2018 à 2024)
  • Missions pour Swiss Post e-voting, Qwant, Doctolib, Deezer, Telenor
  • Enseignement cybersécurité offensive, Sorbonne Paris Nord
Press and publications

As seen in press and media.

More than 30 verifiable publications: national and local press, TV shows, radio, industry conferences and official mappings of the Walloon tech ecosystem.

Press

· 17
RTBF mars 2025

Vos mail, numéro et mot de passe sont sans doute déjà sur le darkweb

Expertise sur les fuites de données : les compteurs publics sous-estiment largement le volume réel de profils piratés.

Read
RTBF, Pandore nov. 2024

Le vrai du faux de la saison 2 avec un hackeur éthique

Consultation technique auprès des scénaristes de la série Pandore (saison 2) pour décortiquer la crédibilité des piratages et applis mises en scène.

Read
RTBF, On n'est pas des pigeons 2023

Arnaque sur Vinted : les victimes n'y ont vu que du feu

Décryptage du mécanisme de phishing derrière les fausses interfaces bancaires utilisées par des fraudeurs sur Vinted.

Read
RTBF sept. 2022

BeHack : des hackers éthiques à Tournai veulent partager leurs connaissances

Annonce de la création de BeHack, ASBL tournaisienne rassemblant la communauté hacker pour mieux lutter contre les menaces cyber.

Read
L'Avenir 15 septembre 2022

BeHack, la nouvelle association tournaisienne de hackers éthiques

Papier régional sur le lancement de BeHack à Tournai, communauté d'ethical hackers fédérant plusieurs acteurs locaux.

Read
Regional-IT 5 septembre 2022

BeHack : une nouvelle ASBL orientée piratage éthique sur le pas de tir

Couverture du lancement de BeHack avec explication des principes de l'ethical hacking et du contrôle à l'adhésion.

Read
Entreprendre.Wapi 9 décembre 2022

La cybersécurité pour les nuls

Soirée avec l'Eurometropolitan e-campus : démonstration live de piratage d'un téléphone mobile devant les entrepreneurs.

Read
RTBF, Le Scan juin 2022

La réelle force d'un mot de passe

Analyse expliquant pourquoi une phrase longue en minuscules est plus robuste qu'un mot de passe complexe court.

Read
RTBF 12 mai 2022

La cybercriminalité, le danger sous-estimé des entreprises (grand débat Trends-Tendances / La Première)

Intervention comme expert au grand débat économique La Première / Trends-Tendances à l'Opéra royal de Wallonie.

Read
Trends-Tendances 2022

La soirée du Grand Débat Économique à l'Opéra royal de Wallonie, en images

Diaporama photo couvrant le débat économique auquel Giannino Cuignet participait comme expert cybersécurité.

Read
Trends-Tendances 2022

Les métiers du futur feront ressortir nos capacités les plus humaines

Regard prospectif sur les métiers de demain, avec la cybersécurité et les compétences humaines au premier plan.

Read
RTBF 2022

Un hacker tournaisien vous révèle ses secrets pour éviter le piratage

Portrait et interview : conseils pratiques pour se protéger du piratage, livrés par un hacker éthique basé à Tournai.

Read
Notélé février 2022

Redsystem : quand un ancien hacker aide les entreprises à lutter contre la cybercriminalité

Reportage TV local positionnant Redsystem comme acteur cyber au service des entreprises wallonnes.

Read
Notélé, Labeléco 2024

RedSystem, des hackers éthiques au service de la cybersécurité

Portrait d'entreprise dans l'émission économique Labeléco : mise en avant de l'écosystème cyber wallon.

Read
Le Soir octobre 2021

Phishing, smishing : l'autre épidémie qui envahit notre quotidien

Dossier sur la montée des attaques par phishing et smishing, avec un regard expert sur les parades concrètes.

Read
Sudinfo octobre 2021

L'e-campus de Tournai rappelle l'importance de la cybersécurité

Couverture d'une soirée de sensibilisation à la cybersécurité organisée avec l'Eurometropolitan e-campus.

Read
The Brussels Times 2022

Cybersecurity experts recommend a new approach to passwords

Anglo-phone coverage relayant les recommandations d'experts belges sur les pratiques modernes de gestion de mots de passe.

Read

TV

· 2

Radio

· 1

Podcast

· 1

Conference

· 4

Ecosystem

· 3

Community

· 2
FAQ

The questions that come up.

Direct answers to the most frequent questions from executives and technical leads reaching out for the first time.

How long before I see a first useful result?
We respond within 48 business hours to any request. The AI Diagnostic (€490) is delivered in 1 week. An AI Integration (from €1,900) ships in 3 to 4 weeks. AI does the heavy lifting, which lets us move fast without compromising quality.
What company size do you fit?
Small and mid-sized businesses from 3 to 50 people, mostly in French-speaking Belgium. The €490 Diagnostic is accessible to a 3-person micro-business. The €1,900+ Integration covers most SME use cases. Beyond 50 people we handle it too, but the Monthly support format is often more appropriate.
Which sectors do you support?
Industry, finance, professional services, health, distribution. We are not strongly sector-dependent: our craft is AI integration, and every sector brings its own constraints (data, compliance, processes) that we handle at scoping.
Which models do you use?
We pick the model based on the use case: OpenAI, Anthropic, Mistral, Meta, self-hosted open-source models. We are not tied to any vendor and can combine several models in a single workflow.
Where is the data hosted?
We favor European infrastructure and GDPR-compliant models. Depending on your context, hosting can be on-premise, on a European sovereign cloud, or on hyperscaler clouds with the appropriate contractual guarantees.
What happens after production launch?
Skill transfer to your teams, complete documentation, operations support for the agreed period. The goal is that you stay autonomous, not dependent on us. We provide post-launch support on demand.
Do you offer cybersecurity services?
No. Takion is strictly dedicated to AI integration. Cybersecurity is an internal skill that reinforces the quality of our deliverables (architecture, authentication, attack surface) but we do not sell it as a service. For dedicated needs, we can refer you to a specialized partner.
Can you sign an NDA before discussing?
Yes. We systematically sign an NDA as soon as a scoping session starts touching sensitive or strategic information. It's a reflex, not a friction.
How does invoicing work?
Quote-based pricing, adapted to project size and complexity. Monthly billing on defined milestones or at an agreed daily rate. Conditions detailed in our terms and conditions.
Are you an agency or a consultancy?
Takion is a Belgian AI integration company. Concentrated technical team, single point of contact, no commercial handoffs. You speak directly to the people who build.
Contact

Ready to scope an AI use case?

Fastest path: fill out the online project brief. You drop your context and needs, we come back within 48 business hours with a first technical read and a feasibility estimate.

Reply within 48 business hours NDA available before discussion