Prediction, Recommendation, and Forecasting

We Build Production-Grade ML/AI Models for Predictive & Prescriptive Analytics

Our Data Scientists have decades of collective experience in experimenting and rapidly productizing the Machine Learning and AI Models. We deliver cutting edge Machine Learning Architectures to solve complex Predictive & Prescriptive Analytics problems.

AI Powered Prediction, Recommendation & Forecasting
Projection & prediction

Projections & Predictions

Build accurate prediction models using Predictive modeling and Machine learning / Deep learning techniques. Enable prediction and future outcomes for use cases like Demand forecasting, Lead conversion, Customer churn, Revenue forecasting, Campaign performance forecasting, Patient outcome prediction, and many more.

Explainable AI

Build trust with human interpretable explanations of ML/Deep Learning models based on the patterns found by the model. Explain your black box models from local interpretations to global understanding using various explainability techniques best suited for the problem at hand.

Explainable AI
Recommendation Engines

Recommendation Engines

Suggest products, services, information to users based on analysis of historical data and behavior of similar users using approaches like Collaborative/Content based Filtering and knowledge based systems.

Anomaly Detection

Detect anomalies in an entity’s behavior that differs from the usual patterns. The anomaly detection through machine learning algorithms such as HTM enables timely detection of anomalies - e.g. credit card fraud, failing machine in a server, a cyber attack, dip in marketing performance et al. - which could help businesses save precious resources.

Anomaly Detection

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Customer Stories

Next Best Action (NBA) Recommendation

We delivered an ensemble model to recommend the next best actions to the Customer Success teams to achieve lower customer churn. The model analyses the signals such as customer usage, billing, subscription, and support/customer service to recommend the next best action.

Campaign Performance Forecasting

Based on the statistical ARIMA model, we delivered a model that enables the forecasting of advertising campaigns run on the platforms such as Facebook, Instagram, and Google Ads. The system has processed hundreds of campaigns and has accurately forecasted the key performance metrics of several tens of campaigns.

AI Powered Psychological Health Monitoring & Alerting

Learn how we helped by delivering a HIPAA compliant and AI powered Psychological Health Monitoring and Alerting system which uses combination of NLP and Anomaly Detection techniques to detect the higher probability of risk to the wellbeing of the patient.

Campaign Performance Forecasting