
Actionable AI: New Insights and Risk Mitigation

Actionable Intelligence,
Evolving Over Time
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At SoKat, we turn raw data into strategic advantage. Using advanced machine learning algorithms, our AI systems detect patterns in massive datasets—revealing insights that traditional analysis can’t uncover.What sets our approach apart? These insights become sharper and more predictive over time as our models continuously learn and adapt. The result: agencies gain deeper visibility, faster decisions, and smarter risk mitigation—all powered by data that works harder every day.
Problem
$50 billion investment management fund wanted to use latest AI technologies to generate new stock ideas and replace manual idea generation method.
Solution
Our team designed an intuitive, user-friendly interface to access and easily digest investment summaries on a dashboard display of new stock ideas. The dashboard also displayed a portfolio of sector, industry and stock-trends. Our system full integrated a massive data set, comprising of 90,000 unique global securities. In building this AI solution, we performed signal processing, time-series forecasting and clustering on financial datasets. We also used state-of-the art regression and recurrent neural network models to perform short-term and long-term predictions, as well as extracted and analyzed sentiment from textual data using NLP techniques, in the users’ decision making.
Outcomes
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Fully integrated global data, easy dashboard display of new ideas
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Display portfolio of sector, industry and stock trends
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Rapid back-testing engine
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Easy-to-digest investment summaries