Data science services

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%

senior & mid-level specialists

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%

senior & mid-level specialists

Data science services we offer

Data science consulting

Data governance

Data engineering & integration

Customer analytics solutions

Predictive analytics solutions

Data visualization services

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.

Data science consulting

Data governance

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.

Data governance

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.

Data engineering & integration

Customer analytics solutions

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.

Customer analytics solutions

Predictive analytics solutions

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.

Predictive analytics solutions

Data visualization services

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.

Data visualization services

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.

See more

Data science consulting

Data governance

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.

See more

Data governance

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.

See more

Data engineering & integration

Customer analytics solutions

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.

Customer analytics solutions

Predictive analytics solutions

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.

Predictive analytics solutions

Data visualization services

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.

See more

Data visualization services

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

Our partnerships and awards

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Build more impact around your data

Big data services

We unify massive datasets from transactions, IoT, and external feeds into a single ecosystem, enabling accurate forecasts, fraud detection, and smarter optimization.

Data warehousing

As a trusted data science service provider, we design secure, scalable warehouses where data is organized, governed, and instantly accessible.

Business intelligence

Executives don’t need spreadsheets — they need clarity. Our BI solutions transform raw data into interactive dashboards and detailed reports that drive immediate action.

Machine learning

We apply machine learning models tailored to your market. From spotting patterns to predicting demand shifts, we give leaders foresight into risks and opportunities.

Computer vision

From medical image analysis to manufacturing defect detection and security monitoring, our computer vision solutions deliver accuracy and speed beyond human limits.

MLOps services

Deploying ML isn’t enough — it has to scale reliably. With Innowise MLOps, you get automated model deployment, reduced operational costs, and stable performance.

Our recent data science projects

Make data your strongest asset

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

What our customers think

Aaron Cesaro CTO Ampligo S.r.l.

“Innowise’s collaborative ethos, technical prowess, and unwavering commitment to our success have left a lasting impression on us. Their ability to seamlessly integrate with our internal teams and adapt to the ever-evolving demands of our projects exemplifies a true partnership.”

IndustryArts, entertainment & music
Team size2 specialists
Duration30 months
ServicesSoftware modernization, custom development

Nikolay Orlov CEO KEYtec AG

“What I found most impressive about Innowise was their ability to adapt to our specific needs while maintaining strict timelines. They combined a customer-centric approach with strong project management skills, ensuring that deliverables were of high quality and on time.”

IndustryFinancial services
Team size2 specialists
Duration8 months
ServicesIT managed services

Dr. Felix Berthelmann Managing Director Digital Science

“Over the years, Innowise has consistently proven to be a long-term, reliable partner. The consistency and quality of the services provided have significantly contributed to the success of our joint initiatives.”

IndustryHealthcare, Pharma, Life Sciences
Team size2 specialists
Duration44 months
ServicesStaff augmentation, Data science

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

Go live

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

Our data science expertise across industries

FinTech
Banking
Healthcare
Retail
E-commerce
Insurance
Manufacturing
Logistics
Marketing
Education

FinTech

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

Banking

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

Healthcare

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

Retail

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

E-commerce

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

Insurance

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

Manufacturing

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

Logistics

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

Marketing

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

Education

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

Philip Tikhanovich

Head of Big Data

Data science is about asking the right questions first. What problem are we really solving? How will the answer change the business? What decision needs support? Talking to us at the start might feel like a bit of an interrogation, but that’s how we make sure your solution runs longer, costs less, and never leaves your data sitting idle.

Philip Tikhanovich

Head of Big Data

Benefits of data science services for your business

Take data science as a service with Innowise: we run data through real-time processing and sharp analysis, so insights hit where business needs them most.

Accurate trend prediction

Higher efficiency, lower costs

Strategic decision-making

Stronger risk management

Better compliance & reporting

Deeper personalization

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

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.

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.

Image and sequence models (CNNs, RNNs, LSTM, GRU) — Image, text, and time-series pattern recognition.
Representation learning — 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

Programming languages

Python

R

Scala

Java

C++

Deep learning & ML frameworks

TensorFlow

Keras

PyTorch

Apache MXNet

Caffe

Theano

Libraries

Apache Spark MLlib

Apache Mahout

Scikit-Learn

XGBoost

CatBoost

SHAP

Pandas

NumPy

Gensim

SpaCy

OpenCV

Cloud & big data platforms

Databricks

Amazon SageMaker

Azure ML

GCP Vertex AI

Visualization & reporting

Matplotlib

Seaborn

Plotly

Programming languages

Python

R

Scala

Java

C++

Deep learning & ML frameworks

Python

R

Scala

Java

C++

Libraries

TensorFlow

Keras

PyTorch

Apache MXNet

Caffe

Theano

Cloud & big data platforms

Databricks

Amazon SageMaker

Azure ML

GCP Vertex AI

Visualization & reporting

Matplotlib

Seaborn

Plotly

Why choose Innowise as your data science service provider

As a 19+ year data science services company, Innowise have learned one thing above all — real results come from collaboration behind the data. By working side by side with our clients, we turn isolated experiments into trusted tools that show their worth where it matters most.

FAQ

Do you provide custom data science solutions or pre-built packages?

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.

How does your team support data science project implementation?

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 data management, model building, and deployment. Until the solution thrives in your world and proves its worth, we walk with you and assist on demand.

What are the engagement models — full project delivery or staff augmentation?

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.

Can you take over an existing data science project midway?

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.

How fast can I start working with your data scientists?

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.

Feel free to book a call and get all the answers you need.

Contact us

Book a call or fill out the form below and we’ll get back to you once we’ve processed your request.

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What happens next?

1

Once we’ve received and processed your request, we’ll get back to you to detail your project needs and sign an NDA to ensure confidentiality.

2

After examining your wants, needs, and expectations, our team will devise a project proposal with the scope of work, team size, time, and cost estimates.

3

We’ll arrange a meeting with you to discuss the offer and nail down the details.

4

Finally, we’ll sign a contract and start working on your project right away.

More services we cover

AI & ML

AI chatbot AI agents AI annotation Pharma AI AI consulting AI development AIOps Biotech ChatGPT development Clinical trials software Computer vision GenAI Healthcare AI Machine learning MLOps consulting Population health management