Data Analytics Services and Solutions
Data Analytics Services and Solutions
Coherent Solutions provides expert data analytics services, empowering enterprises with meaningful business insights.
Request Free ConsultationOur Data Analytics Services
Data Strategy and Consulting
Assess your data maturity and develop a customized data strategy for a successful transformation. Our data analytics and artificial intelligence experts will evaluate your current capabilities, identify improvement opportunities, and create a roadmap aligned with business goals.
Data Engineering Services
Accelerate insights, improve data accuracy, and increase user adoption with our comprehensive data engineering services. We specialize in data extraction, transformation, storage, and the development of custom applications and dashboards.
Data Science
Uncover valuable insights from structured and unstructured data. We combine expertise in statistics, computer science, domain knowledge, and data engineering to analyze and interpret complex data sets.
Business Intelligence
Our business intelligence services offer precise reporting, dynamic visualization tools, and AI-driven analytics, empowering you to make informed decisions and see the full scope of your business.
Data Governance
Ensure the quality, security, and integrity of your data. Our data governance services help you manage data assets effectively while ensuring compliance with industry regulations and standards.
Machine Learning Data Analytics
We use advanced algorithms and data processing techniques to analyze complex datasets, reveal patterns, and provide actionable insights, empowering businesses to make informed decisions.
Big Data Analytics Services
Uncover insights from large, diverse datasets that traditional analytics can't handle. Our big data analytics services employ advanced technologies and methods to manage the volume, speed, variety, and accuracy of big data.
Data Analytics Software Development
We combine data engineering, software development, and data science to create powerful tools and applications that analyze and visualize your data with precision.
Our Data Analytics Solutions
Financial Services
Predictive Analytics • Fraud Detection • Risk Scoring • Portfolio Optimization • Customer Segmentation • Regulatory Reporting • Audit Analytics • Cost Management • Credit Scoring • Loan Underwriting
Healthcare & Life Science
Patient Outcomes Prediction • Personalized Medicine • CDSS • Resource Optimization • Chronic Disease Management • Health Risk Assessment • Drug Discovery • Clinical Trial Optimization
Retail & eCommerce
LTV Analysis • Demand Forecasting • Inventory Management • Pricing Optimization • Promotion Effectiveness • Behavioral Targeting • Omni-Channel Analytics • Payment Fraud Prevention
Product & Tech Companies
A/B Testing • Feedback Analysis • Performance Monitoring • Cost Optimization • Capacity Planning • Anomaly Detection • Incident Response • Dashboards and Reporting • Market Analysis
Education & eLearning
Learning Analytics • Content Usage Analysis • Adaptive Learning • Feedback and Surveys • Operational Analytics • Retention Prediction • Career Path Prediction • Resource Allocation
Manufacturing & Logistics
Logistics & Transportation Analytics • Asset Performance Management • Demand Forecasting • Quality Control and Defect Detection • Production Optimization • Energy Management • Customer Service
Data Analytics Techniques We Use
Descriptive Diagnostic Predictive Prescriptive Machine Learning Text Analytics & NLP
We use advanced technologies and tools to summarize historical data, revealing past trends, patterns, and relationships to uncover insights and inform decision-making.
• Online Analytical Processing
• Data Mining
• Data Management: Snowflake, MS SQL, Azure Synapse, Amazon S3, • Amazon Redshift, Oracle, Google BigQuery
• Data Engineering: AWS Glue, Azure ADF, SSIS, Matilion, dbt, Fivetran, AWS Athena, Apache Spark, etc.
• Insight Delivery: Power BI, Tableau, Looker, etc.
Turn insights into actionable knowledge for informed problem-solving. Our diagnostic analysis reveals causes, contributing factors, and deeper insights behind specific outcomes.
• Root Cause Analysis
• Linear and logistic Regression Models
• Correlation Analysis
• Parametric and Non-Parametric Hypothesis Testing
• Comparative Analysis: Benchmarking, Cohort Analysis, Trend Analysis
• Sensitivity and Multivariate Analysis
Forecast future trends and outcomes with predictive analytics using statistical algorithms, machine learning, and data mining to identify patterns in your data.
• Regression Analysis
• Time Series Forecasting
• Decision Trees and Random Forests
• Neural Networks and Deep Learning
• Survival Analysis
• Ensemble Methods: Bagging, Boosting (e.g., AdaBoost, Gradient Boosting Machines), Stacking
Prescriptive techniques use advanced analytics, modeling, optimization, and simulation to offer actionable recommendations.
• Optimization Models: Linear, Integer, Mixed-Integer Programming
• Decision Analysis: Decision Trees, Influence Diagrams, Game Theory
• Simulation Modeling: Discrete Event Simulation, Monte Carlo Simulation
• Heuristic Methods: Genetic Algorithms, Simulated Annealing, Particle Swarm Optimization
• Constraint-Based Optimization
• Risk Mitigation: Probabilistic Modeling, Sensitivity Analysis, Scenario Analysis
Extract insights, automate tasks, improve decision-making, and drive innovation with ML and AI across various industries.
• Supervised & Unsupervised Learning
• Reinforcement Learning
• Deep Learning: Image and Speech Recognition
• Recommendation Systems
• Time Series Forecasting
• Anomaly Detection
• Transfer Learning
Unlock valuable insights from unstructured text data with Text Analytics and NLP.
• Text Preprocessing: Tokenization, Lowercasing, Removing Punctuation, Stop Word Removal, Stemming
• Text Classification: Naive Bayes Classifier, SVM, DL Models
• Sentiment Analysis
• Named Entity Recognition
• Topic Modeling: LDA, NMF
• Extractive and Abstractive Text Summarization
• Word Embeddings: Word2Vec, GloVe
• Dependency Parsing
• Language Translation: SMT, NMT
Expert Data Analytics Consulting Services
Yury Zhukovsky
Business Intelligence Practice
Alena Bashmakova
Business Intelligence Lead
Anton Galitsky
Business Intelligence Architect
Julia Grishkevich
Business Intelligence Engineer
Ready to Start Your Data Analytics Journey?
Uncover insights, optimize operations, and boost decision-making with our tailored data analytics solutions. Contact us today to transform your data into actionable intelligence!
Request Free ConsultationSuccess Stories Delivered by Us
More Case Studies
Rocky Mountain
Implementing enhanced data privacy and streamlined testing strategies.
Multifunctional Platform for Identity Authentication
Driving security transformation through a comprehensive identity solution.
MaxContact
Transforming call center operations with AI-powered insights.
Why Data Analytics is Worth Investing In?
Investing in data analytics software not only drives immediate business benefits but also sets the foundation for long-term success in a data-driven world.
Operational and Cost Efficiency
Streamline business processes, reduce operational costs, and boost overall productivity. Data analytics services and solutions help identify inefficiencies, optimize resource allocation, and enhance workflow management for improved performance and profitability.
Informed and Accurate Decisions
Leverage data-driven insights to make well-informed and precise decisions. Data analytics solutions provide real-time analysis, identify trends, and uncover patterns, enabling you to base your strategies on accurate information and predictive insights.
Control and Transparency
Gain greater oversight and clarity in your operations. Data analytics solutions enhance visibility, ensure compliance, and provide detailed reporting, allowing you to monitor performance, track progress, and maintain accountability across your organization.
Your Data Analytics Consulting Partner
Industry Experience
With 30 years of expertise across 10 industries, we deliver tailored solutions that meet your business’s unique needs, ensuring a smooth and effective delivery process.
Rapid PoC/PoV Development
Using agile methodologies, we quickly develop functional prototypes, enabling you to evaluate potential ROI before full-scale implementation. This approach ensures faster decision-making and minimizes risks associated with new data analytics initiatives.
Top-Tier Data Experts
Our data analytics team includes over 100 highly skilled experts proficient in leading data analytics technologies and platforms. With extensive experience and deep knowledge, we deliver solutions tailored to your specific needs.
Powerful Tech Stack & Partnerships
We leverage AI technologies and cloud-native data analytics solutions, partnering with industry leaders like AWS, Azure, and Google to deliver robust and scalable solutions.
What Our Clients Say
We care about your business, focusing on success and timely delivery. Read what our clients say about our collaboration.
Team Engagement Models
Consulting
Unsure how to start? Begin with our data analytics consulting services. We analyze your business processes and define project requirements, ensuring our solutions align with your goals and put you on the right track.
Dedicated Team
Boost your development capabilities with our data analytics specialists. Our dedicated team model offers seamless integration and provides the expertise and focus required to drive your project’s success.
Professional Services
Need tailored software solutions? Our expert team crafts custom data analytics features designed to meet your specific needs, ensuring your systems are fully optimized for maximum performance.
Product Development
Ready to launch new products? We offer end-to-end product development, collaborating closely with you to design, develop, and deploy innovative solutions that give you a competitive edge.
Transform Your Data into Decisions
Unlock your data’s full potential with our data and analytics services. Our team of skilled experts brings all the necessary knowledge and capabilities under one roof to drive smarter decisions and achieve your business goals. Contact us today to get started.
Data Analytics Technologies We Use
Storage
RBDMS (MS SQL, Oracle, MySQL, PostgreSQL, etc.)
MPP (Netezza, Snowflake, Redshift, Athena, etc.)
Platform
Cloud: AWS, Azure, GCP
On-premises
Data Processing
Streaming and API calls: Apache Spark, Apache Flink, Apache Ignite, Apache Kafka, Amazon Kinesis Data Streams, Amazon Kinesis Firehose, HDInsight with Spark Streaming, Azure Stream Analytics
Batching: Apache Spark, Amazon Athena, Azure Data Factory, Azure Databricks, Map/Reduce, Hive, Classic ETL tools (SSIS, PDI, Informatica, etc.)
Data Science and Analytics
Power BI, Tableau, Qlik, Looker, Domo, SAP BO
scikit-learn, TensorFlow, PyTorch, SageMaker
Frequently Asked Questions
How can data analytics benefit my business?
Data analytics solutions can help your business make informed decisions by uncovering patterns and trends from your data. This leads to improved operational efficiency, enhanced customer experience, targeted marketing strategies, and increased revenue. By leveraging data, you can gain a competitive edge in your industry.
How do you ensure data privacy and security?
We prioritize data privacy and security by implementing robust security protocols and compliance with industry standards such as GDPR, HIPAA, and others. Our data handling practices include encryption, access control, and regular security audits to safeguard your data.
What is the typical process for starting a project with your company?
As a data analytics company, we follow a structured process:
- Exploration: We explore, profile, and document data sources to understand their structure and content.
- Architecture: This involves transforming data, maintaining a data catalog, and ensuring data quality through defined workflows.
- Development: We manage data ingestion, create streaming pipelines, and perform performance tuning.
- Governance: We ensure security, privacy, quality metrics, and maintain data lineage and audit trails.
- Analytics: We generate reports and dashboards, explore data, and perform predictive and prescriptive analytics for actionable insights.
How do you handle data integration from multiple sources?
We have expertise in integrating data from various sources including databases, cloud services, APIs, and third-party applications. Our team uses advanced data engineering tools and techniques to ensure seamless and accurate data integration for comprehensive analysis.
Can you help with real-time analytics?
Yes, we offer real-time analytics solutions that allow businesses to process and analyze data as it is generated.
Do you provide training and support after project delivery?
Yes, we provide comprehensive training and support to ensure that your team can effectively use the analytics solutions we implement. Our support services include troubleshooting, performance optimization, and updates to keep your system running smoothly and efficiently.
Latest Data Analytics Insights
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In 2024 data analytics stands behind every important progressive change and groundbreaking improvement. From such a simple thing as a morning coffee: Location intelligence powered by modern data analytics tools allowed Starbucks to witness a 26% leap in revenue over a 4-year period from 2016 to 2019. To the latest outbreak of AI technologies: Chat GPT and the many child projects it has spawned throughout industries would never happen without expansive data collection and analysis.
AI in Big Data: Use Cases, Implications, and Benefits
Have you ever wondered how some businesses seem to predict market trends with uncanny accuracy or how they can personalize your experience to a tee? The secret sauce often lies in the potent combination of Artificial Intelligence (AI) and Big Data.
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- Once approved, we will launch your project within 1-2 weeks.