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
Predictive analytics services →
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
"Data is the new oil, and at Coherent Solutions, we are the refinery. We understand that navigating the complexities of data analytics can be daunting, from handling large datasets to extracting actionable insights. Our team excels in applying the latest in machine learning, deep learning, and NLP to solve real-world problems. We partner with clients to deliver actionable insights and robust solutions that drive meaningful outcomes, innovation, and strategic advantage in a competitive landscape."
Bluestem
DATA ANALYTICS | PRODUCT DESIGN & UX
Multifunctional Platform for Identity Authentication
TECHNOLOGY | ARTIFICIAL INTELLIGENCE
MaxContact
TECHNOLOGY | ARTIFICIAL INTELLIGENCE | DIGITAL PRODUCT ENGINEERING
What Our Clients Say
We care about your business, focusing on success and timely delivery. Read what our clients say about our collaboration.
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"Over $2M annual reoccurring revenue from our SaaS platform in just the first year, with a steadily growing user base. After a few years of bootstrapping, we received investment from two entities, one of the largest distribution companies in the US and a highly respected private equity firm. The project management has been extremely impressive, from a deliverability standpoint and communication. The team is a well-oiled machine — extremely efficient."
"They design our database and architecture for our business intelligence platform, as well as quality assurance testing, and deliver features every 2 weeks, including automated validation for certification of the production loads. As a result of Coherent's solution assistance and staff augmentation, we have successfully brought the main public website in-house, launching a content management solution that gives more power to our marketing and sales teams while eliminating that vendor-hosted contract and saving us money."
"We are a data analytics and data acquisition company. Projects were delivered on time and consistently. When there were unknowns, Coherent helped define requirements and manage projects. Coherent was truly a partner with our team and not just contractors. They focused on success and engineered solutions."
