Machine Learning & MLOps — gouverné, monitoré, rentable.
De l'expérimentation à la production 50 % plus vite avec des déploiements sécurisés, un monitoring de drift 24/7 et un ROI clair par modèle — pilote en 6-10 semaines.
Trusted by leading Innovators and Enterprises
Weeki livre du ML de production avec des contrats de données, le tracking d'expériences, un CI/CD automatisé, un serving sécurisé (canary/shadow avec rollback instantané) et un monitoring de drift 24/7. Nous mesurons le ROI par modèle et assurons une auditabilité complète avec des contrôles d'équité et de biais.
Plus de 26 entreprises nous font confiance
Comment ça fonctionne
Avec ML/MLOps, passez du syndrome du POC à des modèles de production gouvernés auxquels votre métier fait confiance.
Contrats de données & registre
Define, track, and govern
Organiser
Définir les schémas et attentes avec des datasets signés/versionnés et des contrôles qualité.
Déploiement guidé
Continuous flow, no disruption
Livrer
CI/CD automatisé avec gates ML, déploiement canary/shadow et rollback instantané.
24/7 Drift & Performance
Real-time alerts & metrics
Surveiller
Détection de drift continue, monitoring de performance et déclencheurs de réentraînement automatisés.
Sécurité et conformité de niveau entreprise
Conçue selon les standards de sécurité enterprise, notre plateforme garantit la protection complète des données, la conformité réglementaire et une architecture évolutive pour vos besoins les plus critiques en gestion des connaissances.
SSO/Active Directory
RBAC
Citations & journaux d'audit
de bout en bout
Hébergement UE
Dictionnaire de données gouverné
Échelle enterprise
Des millions d'objets gérés
Pilote en 2-6 semaines ;
industrialisation 6-10
Du POC au ML de production
app.weeki.io/capabilities/machine-learning
Processus détaillé
Cinq étapes pour transformer votre organisation
1
Contractualiser les données
Définir les schémas et attentes ; activer le lineage avec des datasets signés/versionnés et des contrôles qualité.
2
Tracker & packager
Journaliser les expériences et artefacts ; builds reproductibles avec des model cards concises.
3
CI/CD
Tests et promotions via Git ; les gates ML empêchent les régressions.
4
Déployer en sécurité
Serving batch/online ; canary/shadow avec rollback instantané ; réversibilité complète (export/API).
5
Observer & améliorer
Tableaux de bord drift/perf/coût, alertes temps réel, backfill/retraitement sécurisé, réentraînement programmé.
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PDFs, PPTX, CSVs, e-mails, BDD, SharePoint/Drive/Confluence, intranets et références bibliographiques (DOI/PMID) — le tout normalisé en fiches avec sources, tags et lignage.
Lisible par l’IA, par design
Entités et relations encodées pour que les agents raisonnent et agissent avec précision.
Partez de zéro ou consolidez
Nous pouvons construire votre base de connaissances à partir de zéro (taxonomie, ontologie, gouvernance) ou unifier ce que vous avez déjà.
Ce que vous obtenez
Infrastructure et outils MLOps complets pour accélérer vos opérations de machine learning.
Registre de modèles avec métriques & lineage
Tracking centralisé des modèles avec versioning, métriques et lineage complet.
Pipelines CI/CD vers le serving batch et temps réel
Pipelines de déploiement automatisés pour le serving batch et temps réel.
Tableaux de bord pour la performance, le drift, SLI/SLO/SLA
Tableaux de bord de monitoring complets avec métriques de performance et indicateurs de niveau de service.
Playbook de rollback testé et runbooks d'astreinte
Procédures documentées pour des rollbacks sécurisés et un support opérationnel 24/7.
Transform your Data
into strategic advantage
Unlock measurable business value through intelligent knowledge management and semantic search capabilities
Cas d'usage & Références clients
Des résultats concrets.
MLOps GenAI & LLM en production à grande échelle
Optimisation des prix et des revenus par l'IA
Révolutionner l'engagement collaborateur grâce à l'IA explicable
Automatisation de contenu par l'IA pour la conformité pharmaceutique
Surveillance documentaire nouvelle génération en régulation sanitaire
Dynamiser la logistique data-driven par l'analytique prédictive
Plateforme d'agents IA de connaissance pour l'accélération organisationnelle
Prévision de la demande de bout en bout pour le retail mondial
Assistants IA conversationnels pour la croissance des entreprises
Our Industry Verticals
We empower data transformation in the world's most impactful and lucrative sectors:
Banque & Finance
Produits de consommation
Défense & Aérospatial
Énergie
High Tech
Assurance
Sciences de la vie
Logistique
Média
Secteur public
Retail
Banque & Finance
Modélisation des risques, détection de fraude, conformité, algorithmes de trading haute fréquence, scoring crédit avancé.
common.learnMorePrêt à transformer vos données en valeur ?
Choisissez votre modèle économique
Choisissez le modèle qui convient à votre organisation.
Services
Déploiement, formation et développement sur mesure par notre équipe.
Prestation de services
À partir de
- Consultants Weeki dédiés
- Durée d'engagement flexible
- Reporting hebdomadaire et livrables
- Transfert de connaissances inclus
Solutions associées
Découvrez les solutions qui exploitent cette capacité pour générer des résultats métier.
Des questions ?