Big data development company

Hire an expert big data services company to turn massive datasets into fast, confident decisions. Innowise helps you forecast demand, reduce downtime, and uncover hidden revenue opportunities, processing information in real time so you can act when it matters most.

40+

launched big data development projects

125+

dedicated data engineers

18+

years in data science

75%

mid & senior-level specialists

40+

launched big data development projects

125+

dedicated data engineers

18+

years in data science

75%

mid & senior-level specialists

Benefits of our big data development services

Make data-driven decisions

Eliminate guesswork with analytics that reveal patterns, predict demand, and deliver accurate, real-time insights, so you can act with speed and confidence.

Streamline operations

Remove workflow bottlenecks, connect disjointed processes, and give teams the tools they need to work faster, smarter, and with greater precision.

Gain a 360° view of the market

Consolidate internal and external data to monitor competitors, track customer behaviour trends, generate actionable insights, and uncover high-potential market opportunities.

Cut costs, not quality

Lower operational costs by automating routine tasks, optimizing resource allocation, and reducing risks that lead to expensive mistakes.

Anticipate & prevent risks early

Use predictive analytics to spot threats early, prevent stock or delivery issues, and minimize compliance risks before they impact revenue.

Turn insights into innovation

Translate raw data into strategies that inspire new products, services, and business strategies ahead of market competitors.

Our partnerships and awards

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Our big data application development services

Big data consulting

Big data analytics

Big data management

Big data visualization

Data quality management

Big data testing

Data migration

Big data mining

Big data software development

Data integration

Big data automation

Big data consulting

Evaluate goals, processes, and tech gaps to design a data solution roadmap that aligns with your business objectives and delivers measurable ROI.

Big data analytics

Analyze large, scalable, and complex datasets to reveal trends, correlations, and insights that improve the decision-making process and predict future outcomes.

Big data management

Design and maintain secure, scalable infrastructures (data lakes, pipelines, ETL/ELT processes) that keep data organized and reliable.

Big data visualization

Turn complex metrics and ambiguous business requirements into clear dashboards, charts, and reports so stakeholders can act quickly without wading through raw data.

Data quality management

Audit, clean, and monitor data to ensure accuracy, consistency, and completeness, avoiding costly errors in analysis and reporting.

Big data testing

Run automated and manual checks to verify system performance, data integrity, and processing speed before full-scale deployment.

Data migration

Transfer on-premise data to modern cloud environments (incl. AWS, Azure, GCP) with minimal downtime, optimizing cost, scalability, and performance in the process.

Big data mining

Use machine learning and statistical methods to identify valuable patterns and opportunities in vast, unstructured datasets.

Big data software development

Build applications, warehouses, and analytics platforms tailored to your workflows and business goals for maximum efficiency.

Data integration

Combine disparate data streams through ETL, replication, or virtualization to create a single source of truth.

Big data automation

Deploy AI-powered automation to handle repetitive data tasks, speeding up operations and lowering long-term operational costs.

Big data consulting

Evaluate goals, processes, and tech gaps to design a data solution roadmap that aligns with your business objectives and delivers measurable ROI.

Big data analytics

Analyze large, scalable, and complex datasets to reveal trends, correlations, and insights that improve the decision-making process and predict future outcomes.

Big data management

Design and maintain secure, scalable infrastructures (data lakes, pipelines, ETL/ELT processes) that keep data organized and reliable.

Big data visualization

Turn complex metrics and ambiguous business requirements into clear dashboards, charts, and reports so stakeholders can act quickly without wading through raw data.

Data quality management

Audit, clean, and monitor data to ensure accuracy, consistency, and completeness, avoiding costly errors in analysis and reporting.

Big data testing

Run automated and manual checks to verify system performance, data integrity, and processing speed before full-scale deployment.

Data migration

Transfer on-premise data to modern cloud environments (incl. AWS, Azure, GCP) with minimal downtime, optimizing cost, scalability, and performance in the process.

Big data mining

Use machine learning and statistical methods to identify valuable patterns and opportunities in vast, unstructured datasets.

Big data software development

Build applications, warehouses, and analytics platforms tailored to your workflows and business goals for maximum efficiency.

Data integration

Combine disparate data streams through ETL, replication, or virtualization to create a single source of truth.

Big data automation

Deploy AI-powered automation to handle repetitive data tasks, speeding up operations and lowering long-term operational costs.

Our expertise in advanced big data technologies

Machine learning

Data science Internet of things Blockchain Artificial intelligence Business intelligence Cloud computing

Manual tasks eat up valuable hours?

Odoo automates processes so your team focuses on growth.

Our holistic approach to big data software development services

We treat each big data project as a partnership: aligning with your goals, adapting to your workflows, and delivering solutions that create measurable business impact.

Clear goals and metrics

We start by defining business objectives, success criteria, and data priorities, ensuring every technical decision is tied directly to measurable results.

Transparent communication

Expect clear progress updates without the tech-speak. We explain decisions in plain language, share realistic timelines, and keep you informed every step of the way.

Dedicated experts

We provide skilled data engineers who join your team to fill specific expertise gaps. They work seamlessly within your existing solution or development process.

Security and accuracy built in

We design every data flow with built-in security measures and rigorous quality checks, ensuring your information stays safe and analysis results are trustworthy.

24/7 global support

Global teams and round-the-clock availability mean you can reach us anytime for urgent fixes, system monitoring, or project updates across time zones.

Industry-specific expertise

Our teams bring deep domain knowledge in retail, finance, healthcare, logistics, and more to build solutions that fit real-world industry workflows and regulations.

Our big data project showcase

Make decisions backed by analytics, not hunches

Choose Innowise for big data software development

We combine 18+ years in IT with transparent collaboration, fast delivery, and strong industry knowledge to deliver solutions that are secure, scalable, and tailored to your industry. From strategy to deployment, we work as an extension of your team to ensure data translates into faster decisions and measurable business results.

Our big data development process

As a big data software development company, we follow a structured, transparent process to turn large, complex datasets into clear, actionable insights. Each stage is tailored to your goals and industry needs.

Business challenge review

We discuss objectives, pain points, and success metrics with stakeholders to align technical decisions with business outcomes from the start.

Data collection & preparation

Our team gathers information from all relevant sources, cleans it, and formats it for accurate processing and meaningful analysis.

Data processing

We transform raw data into a consistent structure, apply necessary calculations, and prepare it for storage or direct analytical use.

Data storage

We design secure, scalable storage solutions (data lakes, warehouses, or hybrid setups) optimized for performance and compliance.

Data management

Our engineers implement governance, access controls, and monitoring to ensure your data remains accurate, organized, and protected.

Data analysis & insights

We apply statistical models and machine learning to uncover patterns, correlations, and forecasts, then validate and translate findings into recommendations.

Business implementation

We integrate findings into workflows, tools, and decision-making processes to create measurable operational improvements.

Big data solutions support

Post-launch, we monitor performance, resolve issues quickly, and adapt solutions as your data environment and goals evolve.

Philip Tikhanovich

Head of Big Data and AI

Most companies already have more data than they know what to do with. The real challenge is figuring out which parts matter and getting them to the right people fast enough to make a difference. That’s where our work starts. We separate noise from signal, building systems that make sense of billions of data points, and putting those insights into a form that’s easy to act on. We don’t build fancy dashboards for the sake of it. We make sure that when a decision needs to be made, the answer is already on the screen.

Philip Tikhanovich

Head of Big Data and AI

Big data services for major industries

Retail
Manufacturing
Healthcare
Finance
Logistics & supply chain
Media
Education
Sales & marketing
Travel & hospitality
Enterprise
Agriculture

Retail

We help retailers and ecommerce brands track customer behavior, forecast demand, and optimize warehouse inventory. Real-time analytics improve conversion rates, promotions, reduce waste, and increase repeat purchases.

Demand forecasting models
Personalized product offers
Inventory optimization

Manufacturing

Our solutions monitor production lines, predict equipment failures, and streamline supply chains. Manufacturers gain higher uptime, reduced defects, and better resource planning.

Predictive maintenance tools
Real-time production tracking
Quality control analytics

Healthcare

We enable providers to analyze patient data, improve diagnostics, and optimize treatment plans. Secure solutions ensure compliance with HIPAA and other healthcare regulations.

Patient data analytics
Predictive diagnosis models
Hospital workflow optimization

Finance

From fraud detection to portfolio optimization, our big data tools help financial institutions act faster and reduce risk while meeting strict compliance requirements.

Real-time fraud detection
Risk scoring algorithms
Customer credit & risk evaluation analysis

Logistics & supply chain

We provide end-to-end visibility, route optimization, and predictive demand planning. This helps reduce delivery times, cut fuel costs, and improve supply reliability.

Route & load optimization
Predictive demand planning
Supply chain visibility

Media

Media companies use our solutions to personalize content, track audience engagement, and forecast trends, which maximize reach and ad performance.

Audience behavior tracking
Content personalization
Engagement trend analysis

Education

We support institutions with data-driven insights for student performance tracking, curriculum & schedule optimization, and resource allocation.

Student progress analytics
Adaptive learning platforms
Enrollment forecasting

Sales & marketing

Our analytics platforms uncover high-value leads, manage the effectiveness of online marketing campaigns by utilizing the UTM model, and measure ROI with precision, which drives more effective customer acquisition.

Lead scoring models
Campaign performance tracking
Customer segmentation

Travel & hospitality

We help travel companies predict demand, adjust pricing dynamically, and personalize offers for travelers, improving occupancy and customer loyalty.

Dynamic pricing engines
Travel trend prediction
Personalized trip offers

Enterprise

For large enterprises, we integrate data across departments, creating a single source of truth to drive faster, more accurate decision-making.

Cross-department data integration
Enterprise analytics dashboards
KPI tracking systems

Agriculture

Our solutions analyze weather, soil, and crop data to optimize planting, irrigation, and harvesting, which improves yield and reduces costs.

Precision agriculture tools
Crop yield forecasting
Soil health monitoring

Our big data tool stack

Storage

Database management

Data management

Big data processing

Machine learning

Programming languages

Storage

Amazon S3

Azure Data Lake

Apache Hadoop

GCP Cloud Storage

Database management

Cassandra

Azure Cosmos DB

Azure Synapse Analytics

Amazon Redshift

Amazon DynamoDB

Apache Hive

Apache HBASE

Apache NiFi

MongoDB

Data management

Apache Airflow

Dagster

Apache NiFi

Talend

Informatica

Zaloni

Apache ZooKeeper

Azkaban

Dremio

Big data processing

Apache Kafka

Apache Storm

Apache Spark

Apache Flink

Apache Druid

Apache Hadoop MapReduce

Apache Giraph

Machine learning

Matlab

Amazon Machine Learning

Apache Spark MLib

TensorFlow

Octave

Amazon SageMaker

Azure Machine Learning

Google Cloud Al Platform

Open CV

spaCy

Keras

Apache Mahout

Gensim

Programming languages