Entreprise de science des données

Many companies collect data but struggle to use it effectively, which slows operations and risks losing customers. Innowise builds data pipelines, applies advanced analytics, and turns data into actionable reports and dashboards.

100+

data science projects delivered

40+

data science experts

75%

spécialistes de haut niveau et de niveau intermédiaire

Many companies collect data but struggle to use it effectively, which slows operations and risks losing customers. Innowise builds data pipelines, applies advanced analytics, and turns data into actionable reports and dashboards.

100+

data science projects delivered

40+

data science experts

75%

spécialistes de haut niveau et de niveau intermédiaire

  • Data science consulting
  • Gouvernance des données
  • Data engineering & integration
  • Solutions d'analyse de la clientèle
  • Solutions d'analyse prédictive
  • Services de la data visualisation
  • Data science support services

Innowise guides your AI and data initiatives from strategy to execution. We define objectives, prioritize projects, and design data workflows that ensure measurable business impact.

Data science consulting

Based on your strategy, our data scientists set measures to keep your data accurate and secure. Your model outputs never contradict each other, while you stay compliant with GDPR, HIPAA, and other regulations.

Gouvernance des données

Innowise-build pipelines help your data reliably and securely circulate across all your strategic systems, including ERP, CRM, IoT, etc. We optimize data ingestion, processing, storage, and usage, and leave space for long-term growth.

Data engineering & integration

Solutions d'analyse de la clientèle

We deliver tools that reveal why customers churn, how long they’ll stay, and what they’ll buy next. Our solutions — from churn prediction models to recommendation engines — help you create personalized, profitable customer experiences.

Solutions d'analyse de la clientèle

Solutions d'analyse prédictive

Innowise builds predictive models that forecast demand, market trends, and risks. Executives gain early warnings, proactive insights, and reliable forecasts that support faster, data-driven decisions.

Solutions d'analyse prédictive

Using visual instruments, we help you see a breakdown of your operations in dynamics. You can explore built-in charts, graphics, and tables to track performance — convenient for both technical and non-technical teams.

Services de la data visualisation

Data science support services

Your ML models stay relevant with our ongoing monitoring, fine-tuning, and maintenance. This means your data science investment keeps delivering long-term value, instead of degrading over time.

Data science support services
Data science consulting

Innowise guides your AI and data initiatives from strategy to execution. We define objectives, prioritize projects, and design data workflows that ensure measurable business impact.

Voir plus d'informations
Data science consulting
Gouvernance des données

Based on your strategy, our data scientists set measures to keep your data accurate and secure. Your model outputs never contradict each other, while you stay compliant with GDPR, HIPAA, and other regulations.

Voir plus d'informations
Gouvernance des données
Data engineering & integration

Innowise-build pipelines help your data reliably and securely circulate across all your strategic systems, including ERP, CRM, IoT, etc. We optimize data ingestion, processing, storage, and usage, and leave space for long-term growth.

Voir plus d'informations
Data engineering & integration
Solutions d'analyse de la clientèle

We deliver tools that reveal why customers churn, how long they’ll stay, and what they’ll buy next. Our solutions — from churn prediction models to recommendation engines — help you create personalized, profitable customer experiences.

Solutions d'analyse de la clientèle
Solutions d'analyse prédictive

Innowise builds predictive models that forecast demand, market trends, and risks. Executives gain early warnings, proactive insights, and reliable forecasts that support faster, data-driven decisions.

Solutions d'analyse prédictive
Services de la data visualisation

Using visual instruments, we help you see a breakdown of your operations in dynamics. You can explore built-in charts, graphics, and tables to track performance — convenient for both technical and non-technical teams.

Voir plus d'informations
Services de la data visualisation
Data science support services

Your ML models stay relevant with our ongoing monitoring, fine-tuning, and maintenance. This means your data science investment keeps delivering long-term value, instead of degrading over time.

Data science support services
Nos partenariats et récompenses
Voir tous Voir moins

Nos récents projets de science des données

Make data your strongest asset

We integrate and model your data to reveal trends, predict risks, and guide decisions.

Ce que pensent nos clients

Aaron Cesaro CTO Ampligo S.r.l.
Logo Ampligo S.r.l.

"L'esprit de collaboration Innowise, ses prouesses techniques et son engagement inébranlable en faveur de notre réussite nous ont laissé une impression durable. Leur capacité à s'intégrer de manière transparente à nos équipes internes et à s'adapter aux exigences en constante évolution de nos projets est l'illustration d'un véritable partenariat."

  • IndustrieArts, spectacles et musique
  • Effectif de l'équipe2 spécialistes
  • Durée30 mois
  • ServicesModernisation des logiciels, développement sur mesure
Nikolay Orlov PDG KEYtec AG
Logo de KEYtec AG

"Ce qui m'a le plus impressionné chez Innowise, c'est sa capacité à s'adapter à nos besoins spécifiques tout en respectant des délais stricts. Ils ont combiné une approche centrée sur le client avec de solides compétences en gestion de projet, en veillant à ce que les produits livrés soient de haute qualité et respectent les délais."

  • IndustrieServices financiers
  • Effectif de l'équipe2 spécialistes
  • Durée8 mois
  • ServicesServices de gestion informatique
Dr. Felix Berthelmann Directeur général Digital Science
Digital Science logo

"Au fil des ans, Innowise s'est toujours révélé être un partenaire fiable et à long terme. La cohérence et la qualité des services fournis ont contribué de manière significative au succès de nos initiatives communes."

  • IndustrieSoins de santé, Pharma, Sciences de la vie
  • Effectif de l'équipe2 spécialistes
  • Durée44 mois
  • ServicesRenforcement des effectifs, Science des données

Our process in stages

Shape direction
  • Identifying business challenges and data opportunities
  • Assessing sources, quality, and infrastructure
  • Goals, KPIs, and success metrics definition
Design roadmap
  • Models, algorithms, and tools selection
  • Scalable data pipelines and architecture design
  • Building proof of concept for validation
Build & train
  • Pipeline setup and data source integration
  • Training ML/AI models on prepared datasets
  • Accuracy, speed, and performance optimization
En direct
  • Models release into production
  • Automating workflows for real-time insights
  • Scaling to handle data and user growth
Adapt & improve
  • Performance and accuracy monitoring
  • Retraining models with new data
  • Updates, dashboards, and support delivery

Better data in, better decisions out

Notre expertise en science des données dans tous les secteurs

  • FinTech
  • Banking
  • Soins de santé
  • Vente au détail
  • Commerce électronique
  • Assurance
  • Fabrication
  • Logistique
  • Marketing
  • L'éducation

We help FinTech companies that manage sensitive data personalize financial journeys and strengthen risk control...

  • Real-time anomalies detection & fraud prevention
  • Tailored financial products through predictive modeling
  • Optimized credit scoring and investment strategies
FinTech

Banks manage massive volumes of financial data but often struggle to turn it into value...

  • Automated compliance & regulatory reporting
  • Data-driven personalization for stronger CX
  • Streamlined loan approvals & credit risk management
Banking

Our data science services help healthcare organizations manage high-volume and sensitive data with accuracy...

  • More accurate diagnostics
  • Precise patient outcomes predictions
  • Optimized resource allocation & clinical workflows
Soins de santé

Our data science solutions make every store shelf, product, and promotion smarter...

  • Optimized inventory levels with demand forecast
  • Increased sales via personalized promotions
  • Dynamic pricing under market trends
Vente au détail

Clicks, carts, and purchases all leave a trail. Engage data science experts...

  • Boosted revenue with personalized recommendations
  • Reduced churn through predictive customer insights
  • Optimized supply & fulfillment for smoother delivery
Commerce électronique

We modernize actuarial models with advanced analytics that cut fraud, refine pricing...

  • Smarter risk models for fairer premiums
  • Faster fraud detection with anomaly analysis
  • Stronger customer loyalty with personalized offers
Assurance

Machines talk — in vibrations, in heat, in output. We translate those signals...

  • Predictive maintenance to prevent breakdowns
  • Optimized production efficiency & reduced waste
  • Improved product quality using data-driven insights
Fabrication

Data science solutions tackle uncertainty — the main catalyst of supply chain collapses...

  • No shortages or overstock with demand forecasts
  • Optimized logistics & route planning
  • Increased resilience with risk & disruption modeling
Logistique

With clustering, attribution modeling, and predictive analytics, campaigns hit the right audience...

  • Precise segmentation, better targeting
  • Optimized campaigns using real-time data
  • Customer lifetime value & churn risk prediction
Marketing

Innowise implements adaptive learning models that adjust lessons to each student’s pace...

  • Personalized learning through adaptive analytics
  • Early identification of at-risk students
  • Optimized resource planning & curriculum development
L'éducation
Chef du service Big Data et AI
Chef du service Big Data et AI

Stay ahead with partners who see the road

With Innowise at your side, your data becomes your ace in the hole, driving smarter moves.

Data science methods we use

Statistical foundations
  • Data summaries — Structured insights are gained by calculating averages, distributions, and correlations from the raw inputs.
  • Time-series forecasting (ARMA & ARIMA) — Sales, demand, or stock prices and other sequential data are analyzed over a time period to reveal patterns, such as seasonality, and trends.
  • Probabilistic modeling — Predictions include uncertainty and risk estimation, and are refined continuously, as new data arrive.
Classical machine learning
  • Linear & tree-based models — Interpretable methods applied to highlight factors that influence outcomes.
  • Instance-based & kernel methods — Detecting innate patterns enables segmentation, classification, and anomaly detection.
  • Clustering & dimensionality reduction — Comparable data items are grouped to reveal new structures and trends.
  • Ensemble methods — Models are aggregated for stronger predictions with more stable and less prone to overfitting results.
Neural & deep learning
  • Image and sequence models (CNNs, RNNs, LSTM, GRU) — Image, text, and time-series pattern recognition.
  • Apprentissage de la représentation — The optimal data representation is defined automatically via noise reduction, feature extraction, and data compression.
  • Generative modeling – Creating images, text, and audio by training the models to copy realistic data.
  • Deep Q-network (DQN) — Advanced decision-making enabled through trial-and-error training.
  • Transformer architectures — Language understanding, translation, and vast-scale AI through self-attention.
  • Uncertainty-aware AI — Strong predictions are given with estimates of confidence.

Our core tech stack

Langages de programmation
Deep learning & ML frameworks
Bibliothèques
Cloud & big data platforms
Visualisation et rapports
Langages de programmation
Python
Python
R
R
Scala
Scala
Java
Java
C++
C++
Deep learning & ML frameworks
TensorFlow
TensorFlow
Keras
Keras
PyTorch
PyTorch
Apache MXNet
Apache MXNet
Caffe
Caffe
Theano
Theano
Bibliothèques
Apache Spark MLlib
Apache Spark MLlib
Apache Mahout
Apache Mahout
Scikit-Learn
Scikit-Learn
XGBoost
XGBoost
CatBoost
CatBoost
SHAP
SHAP
Pandas
Pandas
NumPy
NumPy
Gensim
Gensim
SpaCy
SpaCy
OpenCV
OpenCV
Cloud & big data platforms
Databricks
Databricks
Amazon SageMaker
Amazon SageMaker
Azure ML
Azure ML
GCP Vertex AI
GCP Vertex AI
Visualisation et rapports
Matplotlib
Matplotlib
Seaborn
Seaborn
Plotly
Plotly
Langages de programmation
Python
Python
R
R
Scala
Scala
Java
Java
C++
C++
Python
Python
R
R
Scala
Scala
Java
Java
C++
C++
TensorFlow
TensorFlow
Keras
Keras
PyTorch
PyTorch
Apache MXNet
Apache MXNet
Caffe
Caffe
Theano
Theano
Databricks
Databricks
Amazon SageMaker
Amazon SageMaker
Azure ML
Azure ML
GCP Vertex AI
GCP Vertex AI
Matplotlib
Matplotlib
Seaborn
Seaborn
Plotly
Plotly

FAQ

We focus exclusively on custom solutions. Every company differs in data maturity level, infrastructure, and goals. Forcing them into the same mold doesn’t work. If speed matters, we can bring reusable components, but we always adapt them to your environment.

Our team helps manage data end-to-end, from strategy to engineering and maintenance. We first learn about you through asking the right questions and charting a roadmap. Then we assist in gestion des données, model building, and deployment. Until the solution thrives in your world and proves its worth, we walk with you and assist on demand.

We offer both — and sometimes a mix. If you want us to own the entire project from discovery to deployment, we can. If you already have a team and just need extra horsepower or specific expertise, we’ll plug in seamlessly. Some clients start with staff augmentation and expand into full project delivery once trust is built.

Yes, we do it regularly. It happens all the time after a project stalls or goes sideways. When our team steps in, we first validate strategy and a technical roadmap, then say it straight: refine it, rebuild it, or scale it. The point isn’t tossing your work, but to reboot it in the right direction.

It can take only 3–5 days to staff your project. You’ll get vetted candidate CVs within 1–2 days and can set up interviews right after. Once you make the call, we handle the entire onboarding routine so your team can start adding value right away.

N'hésitez pas à prendre rendez-vous pour obtenir toutes les réponses dont vous avez besoin.

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    Que se passe-t-il ensuite ?

    1

    Une fois que nous aurons reçu et traité votre demande, nous vous contacterons pour détailler les besoins de votre projet et signer un accord de confidentialité. Projet et signer un accord de confidentialité.

    2

    Après avoir examiné vos souhaits, vos besoins et vos attentes, notre équipe élaborera une proposition de projet avec l'étendue des travaux, la taille de l'équipe, les délais et les coûts estimés projet avec l'étendue des travaux, la taille de l'équipe, les délais et les coûts estimés.

    3

    Nous prendrons rendez-vous avec vous pour discuter de l'offre et régler les détails.

    4

    Enfin, nous signons un contrat et commençons immédiatement à travailler sur votre projet.

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