Getting meaningful business insights involves aggregating complex data from across the organization to achieve single version of the truth.
Our Advanced Analytics service focuses on building a strong data foundation by organizing disparate data and developing efficient data models, leveraging advanced statistical models to identify data relationships and trends, and creating meaningful, comprehensible visualizations to help you extract insights and inform better business decisions.
We help organizations to extract maximum value from all data assets, no matter their location or format. Our analytics experts collaborate with you to tackle your most daunting challenges, so you not only get results quickly but build the internal skills to extend your new data prowess.
We apply the latest analytics techniques and tools to help you generate insights that yield better, faster decisions. From customer experience to employee engagement, our Advanced Analytics team can help you transform your operations and transform your data into a perpetual source of value
Our Services are:
Our services in Advanced Analytics are broadly classified in 3 main groups; These does not represent an exhaustive list, but rather a collection of services we provide most often.
Data Transformation Services
- Data Discovery: As we are brought up to speed on your current data ecosystem, there may be opportunity for additional data capture or uncovering previously untapped data gold mines.
- Data Integration: We do the heavy lifting to construct a well-defined data model that encompasses all the disparate data sources introduced in data discovery.
- Data Wrangling: Transform the data output from the data model into a format conducive for analytics reporting.
Advanced Statistical Modeling
- Regression Analysis: Identify causal relationships in your data to uncover new and innovative ways to tackle old problems.
- Machine Learning: Use both supervised and unsupervised learning to detect latent relationships in your data, helpful for understanding your customers more clearly and realizing more effective marketing strategies.
- Time Series Analysis/Forecasting: Establishing KPIs and predicting future trajectory based on historical trends, market KPIs, and competitor performance can be the difference between staying afloat and continuous, sustained business growth and development.
- Customer Analytics: Customer Behavior Analytics, Customer Segmentation, Single View-360 View of a customer, Personalized Recommendations, Customer Lifetime Value
- Dashboards: Creation of uniquely tailored, interactive dashboards which will allow you to make real-time, data-driven decisions.
- Ad Hoc Analysis: Need a one-off analysis? We can identify the relevant data and provide a full-scale report.
- Automated Reporting: Provide custom, in-depth reporting on key parts of your business on an agreed upon cadence.
Some of our Advanced Analytics are:
- Operational Analytics: Load Factor Forecasting, Demand Management, Flight Delays, No Shows and Cancellation
- Price & Revenue Analytics: Price Optimization, Pricing Analytics
- Marketing Analytics: Customer Retention, Growth opportunities, Sales Planning and Predicting Capabilities, Propensity Models, Campaign Management
- Churn Analytics: Predictive Models for Churn