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TECHNOLOGY | ARTIFICIAL INTELLIGENCE | DIGITAL PRODUCT ENGINEERING
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HEALTHCARE | ARTIFICIAL INTELLIGENCE | DIGITAL PRODUCT ENGINEERING | MOBILE APPS
Harnessing regression analysis, we uncover links between a dependent variable (outcome) and independent variables (predictors). Examples include forecasting house prices based on location, size, and age; estimating the probability of loan default based on applicant characteristics; and predicting sales based on advertising expenditure. Our techniques include:
• Linear Regression
• Logistic Regression
• Polynomial Regression
Machine learning models leverage data for predictive insights, while statistical models elucidate relationships between variables. These methods empower informed decision-making by revealing patterns in complex datasets. Key techniques encompass:
• Decision Trees
• Random Forests
• Gradient Boosting Machines
• Support Vector Machines
• Neural Networks
Leverage the power of time series analysis to unlock insights from your data at specific intervals. Our expertise enables accurate predictions of trends and seasonal variations using the following techniques:
• AutoRegressive Integrated Moving Average (ARIMA)
• Exponential Smoothing
• Seasonal Decomposition
Our classification techniques enable precise categorization for enhanced decision-making.
• Naive Bayes
• K-Nearest Neighbors (KNN)
Our clustering techniques ensure accurate data grouping, leading to better decision-making.
• K-Means Clustering
• Hierarchical Clustering
• DBSCAN
Enhance your data analysis capabilities with our dimensionality reduction and anomaly detection services. We specialize in simplifying complex datasets for clearer insights while effectively identifying and managing outliers.
• Principal Component Analysis
• t-Distributed Stochastic Neighbor Embedding
• Isolation Forest
• One-Class SVM
• Autoencoders
Improve your data analysis with our anomaly detection services, expertly identifying and managing outliers for clearer insights.
• Isolation Forest
• One-Class SVM
• Autoencoders
Elevate your predictive analytics software with our neural network solutions. These advanced techniques are designed to maximize accuracy and efficiency, providing your business with unparalleled insights and decision-making power:
• Feedforward Neural Networks
• Recurrent Neural Networks (LSTMs, GRUs)
• Convolutional Neural Networks
• Transformers
• Ensemble Methods
• Transfer Learning
• Autoencoders
Explore our predictive analytics solutions leveraging cutting-edge NLP techniques and simulation technologies. Uncover insights from unstructured text data and simulate system behaviors with precision using:
• Sentiment Analysis
• Topic Modeling
• Named Entity Recognition
• Monte Carlo Simulation
• Markov Chains
"In today's data-driven world, businesses often struggle to derive actionable insights for forecasting demand, managing risks, optimizing operations, and making informed strategic decisions. Coherent Solutions enables AI-driven predictive analytics to transform raw data into valuable insights, empowering businesses to anticipate future trends and make proactive decisions. We combine advanced machine learning algorithms with domain expertise to provide precise forecasts. Our software for predictive analytics integrates seamlessly with existing systems, ensuring that our clients can harness the potential of their data without disrupting their operations. Whether through enhancing customer insights, optimizing supply chains, or improving risk management, our predictive analytics solutions empower businesses to stay ahead of the curve."
Industry Experience
Don’t Just Take Our Word For It
We care about your business, focusing on success and timely delivery. Read what our clients say about our collaboration.
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"It isn’t about just meeting the functional requirements and specifications, but the wow factor is that the other things that Coherent has brought: at helping us look at potentially how we may do something with data lakes or relational to analytics, and that’s the bigger value proposition. We always feel that we are not going to just get what we have asked for; there will be other things that we know you come through on. And that is a great asset to us."
"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."
"We've developed a measure of sport-specific intellectual ability—we call it the Athletic Intelligence Quotient, or AIQ. We hired Coherent Solutions to revamp our mobile app and our web-based scoring portal. The scoring portal was extremely slow, to the point that it was an issue for our clients and us… We saw them deliver on everything that we set out to accomplish, specifically with speeding up the load times on the scoring database. I was pleased with their initiative, their attitude, and their reaction times."
