Big Data Consulting and Development

Bespoke Big Data software solutions and consulting services for data-driven business decision-making.

Big data refers to vast volumes of complex and diverse information from various sources that exceeds traditional data processing capabilities. Our big data services help to uncover valuable insights, patterns, and trends to enable businesses to manage, analyze, and interpret vast amounts of data efficiently, making informed decisions and driving innovation.

Lightpoint’s Big Data Services

Using Artificial Intelligence, Machine Learning and complex analysis, you can extract meaningful insights from very large, multivalent data sets — such as customer behavior, supply chains and internal processes in real time.

We provide big data development services and big data consulting services to harness the potential of massive datasets to gain deeper insights, enhance decision-making processes, and orchestrate unstructured data flows.

Big Data Consulting

We work in close collaboration with you to identify, implement and integrate strategies for your organization to benefit from big data. Our consultants assess your business needs, pinpoint bottlenecks, and recommend appropriate technology stack.

Big Data Development

We develop big data software that is specific for your business needs. The result is a custom in-house solution that handles massive datasets efficiently and enables data ingestion, storage, processing, analytics, and visualization.

Talk to us today about your Big Data needs. We’ll work with your team to build a bespoke solution for your business.

Big Data Solutions We Develop

Big data solutions can be used in various industries and domains, including finance, healthcare, e-commerce, manufacturing, marketing, publishing, logistics, and more. They help businesses analyze customer behavior, optimize supply chains, improve patient care, detect fraud, enhance personalized marketing, and gain a competitive edge. Our team works with you to identify business needs and opportunities, match your requirements with an extensive tech stack, and create bespoke software solutions from the ground up.

Innovation

Analysing why your best sellers are already successful, and the wider market, tells you what features new products or offerings should have, helping you successfully innovate.

Risk assessment

Big Data analysis can reveal unanticipated risks that you wouldn’t otherwise see coming, as well as showing you ways to mitigate known risks and increase organizational resilience.

Supply chain

Radically improve supply chain performance, efficiency and security with Big Data analysis of stock flows, enabling demand planning, more accurate ordering and scheduling, and real-time execution.

Customer behavior

Extract unstructured data from web analytics, social media, digital ads and mobile app usage, transform it and integrate it with CRM, marketing automation and EDW to predict customer behavior and achieve real, accurate personalization.

Recommendation engines

Suggest products, services and solutions to your customers and clients based on big data analysis, including specific and general customer behavior. Achieve real personalization at scale.

Fraud detection and security

Big Data analytics services enables companies to identify behavior patterns typical of fraud or attack and preempt their most severe consequences by programmatically interrupting them.

Content targeting

Identify customer and prospect content preferences and customize content recommendations, automatically and at scale, using Big Data analysis of consumption patterns, clicks, and feedback.

Social media analytics

Track mentions and trends, behavior patterns and more across major social platforms, leveraging big data analytics to identify patterns that can be used to fuel sales and predict responses.

Tasks we help to solve

The business potential of big data is immense and transformative. It offers significant opportunities for businesses by unlocking hidden value in massive datasets. Figure out main tasks our big data services aid organizations with:

Complex Data Analysis

We can analyze complex, vast, diverse volumes of data from multiple sources, enabling businesses to derive valuable insights and patterns that were previously challenging or impossible to identify.

Real-time Decision Making

We allow organizations to process and analyze data in real-time or near-real-time, empowering them to make informed decisions quickly and respond promptly to changing situations or opportunities.

Scalability and Performance

With our big data solutions you can scale horizontally, accommodating growing data volumes and increasing computational demands while maintaining optimal performance.

Data Integration and Unification

We can integrate and unify data from different sources, creating a single, comprehensive view of information that helps businesses gain a holistic understanding of their operations and customers.

Predictive Analytics

Leveraging our big data services, you can apply advanced analytics and machine learning algorithms to predict future trends, customer behavior, and market shifts, aiding in proactive decision-making and strategic planning.

Customer Personalization

We enable businesses to understand individual customer preferences and behaviors, facilitating personalized marketing efforts, product recommendations, and tailored customer experiences to improve customer satisfaction and retention.

Our big data competencies

Lightpoint develops all technical components of a Big Data software solution. These components work together to create a comprehensive software ecosystem that enables organizations to use big data to its full potential.

Data Ingestion

Mechanisms to collect and ingest data from various sources, such as databases, logs, social media, sensors, and streaming platforms.

Data Storage

Solutions for storing and managing large volumes of data efficiently, often using distributed file systems or cloud-based storage options.

Data Processing

Algorithms and workflows for processing, cleansing, and transforming raw data into usable formats for analysis.

Data Analytics

Statistical analysis, machine learning, and data mining techniques to derive insights, patterns, and trends from the data.

Data Visualization

Tools and libraries to create visualizations and dashboards for presenting data findings in a clear and interpretable manner.

Real-time Processing

Systems capable of processing and analyzing data in real-time or near-real-time to support real-time decision-making.

Scalability and Performance

Architectures designed to scale horizontally and optimize performance to handle massive data volumes and complex computations.

Data Integration and ETL (Extract, Transform, Load)

Techniques to integrate data from various sources and perform ETL operations for data preparation.

NoSQL Databases

Non-relational databases which are often used to handle unstructured or semi-structured data.

Cloud Computing

Utilizing cloud services for elastic scalability, cost-effectiveness, and accessibility without the need for extensive infrastructure setup.

Data Governance and Metadata Management

Ensuring data quality, metadata management, and governance to maintain data integrity and consistency.

Data Security and Privacy

Implementing robust measures to protect sensitive data, ensure data privacy, and comply with data protection regulations.

Big Data technologies we work with

Programming Languages

Golang, Python, SQL, T-SQL

Technologies / Frameworks / Libraries

Django, Numpy, Pandas, Docker, Airflow, Jenkins, Grafana, Prometheus

ETL Tools

Microsoft SQL Server Integration Services (SSIS)

Data Integration Platforms

Apache Kafka, Apache Airflow

Data Storage and Databases

Microsoft SQL Server, Oracle, PostgreSQL, MySQL, SQLite, Redis, MongoDB, DynamoDB, AWS S3, ClickHouse, Amazon Redshift, Google BigQuery, Snowflake

Data Science

TensorFlow, Keras, Scikit-Learn, Pandas, Numpy, Dask, Matplotlib

Predictive analytics

XGBoost, CatBoost, LightGBM

NLP

NLTK, Spacy, DeepPavlov, fastText, Pymorphy2, HuggingFace

Testing

ETL Testing, Data Quality, Test Automation

BI tools

Power BI, Tableau

Others:

OS: Windows, Linux, MacOS
Methodologies: Agile, Scrum

Lightpoint builds powerful tools based on Big Data as a component in your business processes. We’ll work with you to ideate and architect the right solution. Get in touch to get started.

Our Big Data Portfolio

We pride ourselves on delivering innovative solutions that harness the power of big data to drive business growth and success. Our projects span diverse industries, from healthcare and finance to retail and manufacturing, showcasing our expertise in data analytics, real-time processing, and data-driven decision-making.

Development of a Data consolidation and analytics platform for a US analytical agency

Development of an ETL-pipeline and integration with BI tools for a US-based digital publishing company

Self-Service Portal for Publishers

Medical System Software: Automating record-keeping in medical research

How We Work

As a full cycle software development company, we synchronize our development approach with our clients’ business goals and project nuances to deliver the right solution in the right time. Explore our engagement models, and choose which one works best.

Who we do it for

With a deep expertise in these industries, we are dedicated to transforming data into a strategic asset for your business success.

E-Publishing

For the publishing domain, we create big data solutions that help to manage vast amounts of content, enable data-driven editorial insights, personalized content delivery, real-time analytics, and audience segmentation. It empowers publishers to enhance reader engagement and drive revenue growth.

Healthcare

In the healthcare domain, we develop big data software for advanced data analytics, patient risk prediction, treatment outcome analysis, real-time patient monitoring, and personalized medicine. It enables healthcare providers to improve patient care, optimize resources, and drive medical research advancements.

Fintech

We help financial organizations profit from big data to detect fraud, assess risks, monitor transactions in real-time, analyze customer behavior, and personalize financial services. It enables Fintech companies to enhance security, make informed decisions, and deliver tailored financial solutions.

Martech

We build big data software for Martech that enables behavior analysis, precise targeting of marketing campaigns, customer insights, and marketing performance optimization. It empowers marketers to communicate with audiences effectively, improve campaign ROI, and enhance customer experiences.

The Lightpoint difference

Our team possesses strong data analytics knowledge and skill set and is well-experienced to handle data-related challenges effectively.

Data-savvy team

We are proficient in developing data-manipulating software for analytics, integration, and storage aims. We have hands-on experience and a team of senior talents in this niche.

Scalability and Integration

We deliver software solutions that can handle your current data volume and has the ability to scale as your data grows as well as seamlessly integrate it with your existing data sources and storage systems.

Data Security

We implement stringent security measures to protect sensitive data from unauthorized access, breaches, or cyber threats, and ensure compliance with data protection regulations.