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Turn your data into a competitive edge with big data consulting

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A big data consulting company with 20+ years of experience, Vention empowers tech startups and established enterprises to translate data into smart decisions, streamlined processes, and superior customer experiences.

Whether you’re creating a new solution or refining an existing one, our big data experts will guarantee smooth operation, high performance, scalability, and cost efficiency — so you can focus on growing your business, not timelines, processes, or technicalities.

Inside look: Big data technology adoption among your peers

For 87.9 percent of organizations, investments in data and analytics are a top priority.

Source: 2024 Data and AI Leadership Executive Survey

In 2023, the global data analytics market size was estimated at $61.44B and is projected to exceed $581.34B by 2033, growing at a CAGR of 25.20 percent.

Source: GlobeNewswire

Companies that integrated big data technology into their internal processes reported eight percent higher revenues and ten percent lower costs.

Source: BARC

Top big data benefits reported are better strategic decisions (69 percent), improved control of operational processes (54 percent), a better understanding of customers (52 percent), and cost reductions (47 percent).

Source: BARC

Big data consulting services to drive strategic growth and operational efficiency

Vention created a powerhouse service pack to give Fortune 500 giants and tech startups the strategic edge and engineering peace of mind they deserve. We're your partner from start to finish, tackling challenges head-on and delivering strategic, high-ROI solutions.

Feasibility analysis

Engage our big data consultants to ensure your initiative is viable and set to deliver a high ROI. SWOT, technology fit, cost-benefit analyses, and proof of concept development are just a few practices we use to make you feel confident that your project is a success and not a drain of resources.

Product conceptualization and development

Dreaming of the next big thing like Netflix or Uber? Whatever innovative data-rich app you have in mind, we’ll help you find your niche, plan standout features, and deliver an MVP to quickly get user feedback and evolve confidently.

Tech and architecture consulting

With so many architecture designs, big data technologies, and cloud services, we’ll pick the optimal ones for your case.

Microservices or serverless, Lambda or Kappa, AWS or Azure, Apache Kafka or Pulsar — we tailor the design to your needs and ensure a scalable data architecture.

Big data development

Confident in the high quality of our consulting deliverables, we’re always ready to proceed with their implementation. Trust us to deliver ETL pipelines, data collection, streaming, data storage, distributed processing, and analytics components of your big data solution.

Data security and compliance

As an ISO 27001-certified company, we’ve got your data security covered — from setting up a secure project environment with us to planning and introducing all the necessary controls and measures (e.g., data encryption and cloud security tools).

We also help ensure your solution complies with applicable regulations like  HIPAA, GDPR, PCI DSS.

Data science consulting

Thinking about incorporating AI or machine learning into your solution? We’ll help you select the right ML model, prepare data sets, train the model, and verify its accuracy so you can trust the results.

No need for AI or ML? Our data mining and statistical prowess will still arm you with valuable insights.

Performance tuning and cost optimization

If your big data solution isn't meeting your expectations in terms of performance, cost, or scalability, we can audit your software and cloud computing resources and suggest improvements.
This might be as simple as reconfiguring Hadoop clusters or as complex as reconsidering the big data technology stack or migrating to another cloud.

Big data integration

Planning to enrich your infrastructure with a big data solution? Our big data consultants will audit the existing environment, examine the data sources, plan and implement the integrations with the existing systems, such as ERP, EHR, and CRM.

Data quality audit and assurance

Following a deep analysis of your data sources, we recommend the most critical ones for gaining vital insights. We also develop a data quality management framework to ensure that your data is high quality, free from duplicates, and accurate.

Why Vention is your safe bet for big data success

20+

years of experience

100+

successful big data engineering projects

30

industries served

3K+

experts on board

Delivery on time, budget, and scope

Strong security measures and high service quality proved by ISO 27001 certification

$

Guidance on selecting stacks that reduce both initial and ongoing maintenance costs

Compliance with international regulations

big data consulting
These market leaders scored big with us

The game-changing benefits our clients value

Sarah Miller

Sarah Miller

CEO, Bundle Birth

The game-changing benefits our clients value

Vention has been developing an iOS and Android mobile app for us. This app is being built specifically for labor and delivery nurses. The app <...> collects data to analyze trends. With this feature, we'll be able to gather data and provide practice recommendations based on real-time births happening all over the country.

As for the quality of their work, Vention is very invested in the project. They actually care and understand what they're doing rather than just checking the boxes. To me, that sets them apart from other companies and has allowed us to develop a high-quality product.

The game-changing benefits our clients value

Christopher Vroom

Christopher Vroom

The game-changing benefits our clients value

We have thousands and thousands of users, and the site has never gone down. The application Vention architected is very robust and complicated, and they’ve done a great job. They’ve enabled us to scale in a very positive way. The fact that we’ve been able to build incrementally on this solid foundation has been a cornerstone of our company’s success.

Check out our prominent big data projects

Case study

Kids Academy

Kids Academy

Edtech

For an e-learning platform featuring preschool educational materials and games, our big data engineering team developed a neural network that accurately examines completed worksheets and tracks kids' progress.

Bravo Capital

Braavo Capital

Our big data engineering team enhanced the platform, which supports 8,000+ mobile app founders in their growth and funding initiatives. We integrated a tool for comprehensive historical data analysis and a predictive model for risk analysis and revenue-based funding.

Barchart

Barchart

Fintech

We developed a high-performance data storage solution and an API to support a financial market data and analysis platform. The platform presents market data and screeners to identify market movements and investment opportunities in real time, flawlessly handling increasing workloads.

Vexel

Vexcel

For Vexcel, a leader in aerial imaging, we engineered a batch processing framework, ML-powered aerial image analysis tools, and in-browser map applications that serve as the intuitive frontend for backend algorithms.

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Got a groundbreaking big data project in mind?

We’ve already helped 100+ companies like yours to turn their ideas into robust solutions.
Contact the team

The transformative power of big data consulting in your industry

01

Ecommerce

Deliver stellar customer experience and support back-office operations.

  • Recommendation engines

  • Loyalty management software

  • Customer feedback analysis

  • Dynamic pricing

  • Demand forecasting

  • Inventory management

  • Supply chain optimization

02

Healthcare

Improve health outcomes and facilitate internal processes and care management.

  • Image analysis software for diagnostics

  • ML-based models and algorithms for predicting health outcomes and complications

  • Clinical decision support systems

  • Remote patient management solutions

  • Telehealth

  • IoT-powered asset management

03

Make informed decisions quickly, improve internal processes, and ensure unprecedented data security.

  • Real-time fraud detection system

  • ML-based predictive models and algorithms (e.g., for personalizing customer experience)

  • Risk management software

  • Credit scoring

  • Automated investing

04

Information technology

Create captivating new products or enhance existing ones with big data and AI, while improving IT infrastructure management and streamlining the SDLC.

  • Sentiment analysis software (for competitor and user feedback analysis) 

  • ML-based models for test automation

  • Real-time monitoring systems

  • Security and threat detection

  • Resource consumption planning and optimization

05

Manufacturing

Improve quality control, implement preventive asset maintenance, and streamline production processes.

  • IoT-powered asset management 

  • Production planning

  • Computer vision-based product quality control 

  • Product defect analysis

  • Multi-echelon inventory management 

  • Supply chain management software

  • Supplier evaluation

Hear from our expert

Denis Sokol

Denis Sokol

Software Engineer

Hear from our expert

You can approach us with just a project idea in mind. Our domain experts excel at understanding your industry's unique challenges and opportunities.

No clear requirements? Our big data consultants will interview stakeholders to define them. No detailed vision? We’ll audit your data sources, design the solution’s architecture, and identify the best-fit technologies and algorithms. What’s more, you can rely on hands-on experience with the compliance standards relevant to your niche."

Key elements of big data solutions we develop

Data storage

It typically consists of two key components: a data lake and a data warehouse (DWH). The former stores data in its original format as it arrives. For example, it includes both erroneous readings of a misconfigured sensor and correct readings from other sensors. Data in a lake can also be used for data science experiments.

A DWH, however, is all about precision, as it stores only preprocessed data ready for analytical queries. In our example, the DWH would contain only the correct sensor readings aggregated into clean hourly averages.

Distributed data processing (batch and real-time processing)

ETL/ELT pipelines capture and transfer big data from various data sources through big data solutions until it’s finally distilled into insights or triggers some action (e.g., automatically notifying the maintenance team if a sensor reports high-temperature values). Big data processing can occur in real time or in batches (say, producing results every four hours).

Advanced analytics and BI

Any data manipulation — whether driven by AI, ML, or data mining — aims to translate raw data into actionable insights and present them as easy-to-interpret dashboards.

Our tech stack
Programming languages:

Python

Java

Scala

R

AWS:

Amazon EMR

AWS Lambda

Amazon S3

AWS Glue

Amazon Kinesis

Amazon DynamoDB

Amazon Redshift

Amazon QuickSight

Google:

BigQuery

 

Dataproc

Dataflow

Cloud Storage

Azure:

Azure HDInsight

Azure Data Lake Storage

Azure Data Factory

Azure Cosmos DB

Azure SQL Database

Distributions:

Hortonworks

Databricks

Cloudera

ETL tools & frameworks:

Informatica

Pentaho

Talend

Apache Camel

Spring Batch Integration

dbt

NoSQL

MongoDB

HBase

Cassandra

ClickHouse

Druid

SQL:

PostgreSQL

MariaDB

MySQL

Oracle

Microsoft SQL Server

Apache projects:

HDFS

Hive

Spark

Kafka

Pulsar

Beam

Samza

Flink

Storm

NiFi

Airflow

Analytics & BI tools:

Tableau

Microsoft Power BI

QlikView

ELK

Qlik Sense

Looker

Machine learning:

NumPy

scikit-learn

TensorFlow

PyTorch

RStudio

pandas

Matplotlib

caret

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Transform your data into actionable analytics

Break data silos. Gain reliable, actionable insights. Stay ahead in the data-driven world.

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