Booster is an AI consultancy service provided by ADVANCE.AI. Targeted at financial institutions, telecom operators, government agencies and others, ADVANCE’s data scientists work with the client’s data team to analyse and evaluate internal and external data and identify areas of improvement. Booster encompasses various advanced Machine Learning techniques to create, evaluate and implement strategies and methodologies for addressing specific client needs, including but not limited to lead generation, revenue assurance, cost optimisation, fraud detection, risk management, and others.
Booster is divided into four sections to continuously optimise results and improve efficiency. These steps include data collection, data preparation, model development, and data iteration. The cycle of monitoring and evaluating results allows for continuous updates and improvement.
The initial stage is data collection, which comprises of extracting, transforming, and loading data from the Production Database and ADVANCE’s Database after collecting from multiple sources.
Data preparation is the next step- ensuring that the data is in a format recognisable by the engine. The data is cleaned and matched against features for compatibility, and then samples are arbitrarily chosen and vetted prior to the actual processing of the entire data population.
Upon completion of data validation, the data is sent through the model to produce the most optimal outcome. Data Analysis and Binning are used in conjunction with Machine Learning techniques for the model’s ‘Intelligence Profiling’ of customers.
The final stage of the loop is data iteration, which is the the overall monitoring and tuning of the system. This allows Booster to constantly re-train its model and employ techniques to develop a better product.
BOOSTER employs industry-standard techniques in every phase of processing the data. Artificial Intelligence, Deep Learning and Neural Networks are utilized to cluster precise profiles which empowers businesses with data-rich result sets that give them the edge against other competitors.
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