Insights

Category: AI Use Cases

June 23, 2020
AI solutions against bias and discrimination - do 2020 machines give a new chance for humanity?

Human history has an unfortunate record of discrimination and biases against each other that follow us from ancient times. A conscious effort towards developing inclusive and equal social systems is a necessity. In the increasingly automated world, where computers interact with humans, Artificial Intelligence gives us another shot at making the world a fairer place […]

April 21, 2020
AI Business Tools Making an Impact in 2020

With 2020 in full swing, the business world is undergoing major changes in order to accommodate the growth of technology. Artificial intelligence is making waves in modern business operations, forcing organizations to adopt new processes in order to remain relevant. Below is a list of AI business tools that are making an impact this year […]

March 18, 2020
AI for Event-Driven Stock Prediction: Activist Investors

Event-driven or opportunistic investing is a strategy associated with exploiting stock mispricings occurring before, during or after corporate events (also called catalyst or special situations) like restructurings, M&As, spinoffs or bankruptcies. Mispricings tend to arise when public companies are involved in special situations because the stock can become artificially inflated or depressed due to speculations […]

March 5, 2020
AI in investment management spots event-driven opportunities that others missed

When I first thought about investing I asked my clients in the financial industry what I should be doing to even become an investor? The number one answer was “to find my strategy/niche” or a sector that I can research and develop an expertise in. I decided not to try too hard by starting to […]

December 21, 2017
Portfolio Analysis by Machine Learning

The stock market has always been a core interest in predictive analytics. Thus it came as no surprise when one of our clients seek our assistance in his investment strategy. We designed an intelligent asset allocation system consisting of a Long Short-term Memory Recurrent Neural Network (LSTM), which predicted the expected return for every asset […]

December 21, 2017
Use Case: Investment Opportunities Discovery

Challenge Information sourcing and research is a common problem for many companies out there. Obtaining useful information about market opportunities from huge amounts of data require vast resources, both in terms of time and funds. The good news is there is the AI-based technology that is able to perform some parts automatically, and therefore improve […]

November 28, 2017
Artificial Intelligence Pharma - Drug Side-effect

Challenge Although the safety of drugs is tested during clinical trials, many adverse drug reactions (ADR) may only be revealed under certain circumstances, for instance: long-term use, when used in conjunction with other drugs or by people excluded from trials, such as children or pregnant women. Nowadays consumers often report their experiences with ADR on […]

November 28, 2017
8 Machine Learning Terms every manager should know

Getting started with AI? Perhaps you’ve already got your feet wet in the world of Machine Learning, but still looking to expand your knowledge and cover the subjects you’ve heard of but didn’t quite have time to cover? This Machine Learning Glossary aims to briefly introduce the most important Machine Learning terms - both for […]

November 24, 2017
Customer Clustering using Artificial Intelligence

Challenge Well-defined audience segments are essential for a marketing strategy success. Incorrect targeting can make the campaign ineffective in acquiring customers. Traditional campaign design methods often fail to reach potential purchasers, and are too generic. Solution Fortunately, due to modern AI techniques we are able to create highly-effective, personalized campaigns. As a first step we […]

November 3, 2017
AI Advertising & RTB - How AI Knows Your Shoe Size

Online shoppers are undoubtedly familiar with the pattern: they’re browsing for the perfect pair of running shoes only to have numerous running shoe brands follow them around the rest of the Internet as they browse news sites and social networks. They suddenly see ads for local races and foot deodorizers, too. What they likely don’t […]

November 3, 2017
Machine Learning in Business - Free up 3 Hours per Day

🏃🏼 We work best when we're stimulated by a challenge: that's why tedious day to day data entry can be so discouraging and dull. Here at Sigmoidal, we started thinking about ways we could automate away tedious data workflows, allowing us to spend our energy and time focusing on the work that really matters. Automation […]

November 3, 2017
Machine Learning for Trading - Topic Overview

Artificial Intelligence (AI) and Machine Learning (ML) are quietly revolutionizing nearly all areas of our lives. Did you know, that the Machine Learning for trading is getting more and more important? You might be surprised to learn that Machine Learning hedge funds already significantly outperform generalized hedge funds, as well as traditional quant funds, according […]

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