Being smart with artificial intelligence in capital markets
Artificial Intelligence (AI) is the new buzzword to talk about on the street. Financial institutions need to embrace AI, as we have explained in our January report, or else they risk to lose competitiveness or be coded by the regulators more than they can do it themselves.
I am in NYC next week to share Celent's view on AI for capital markets. A little preview for your here.
Today we are at a crossroad where data scientists have the computing power, the alternative mind-sets to search and the willingness to look for narrow AI solutions, not the wide AI brain that we should get to in 2030 according to experts. This enables vendors to come up with amazing solutions from Research Scaling with Natural Language Generation to Market Surveillance/Insider Trading with Machine Learning Natural Language Processing or even Virtual Traders via Deep Learning of technical analysis graphics traders look at to take decisions.
The amount of data available is another big driver for the rebirth of AI, and regulators are looking at ways of accessing that data and using it. This is borderline what my colleagues would call RegTech, and it's coming.
Our Q2 agenda reflects our understanding that you want to know more about AI: we will share ideas on solutions for the buy side, for exchanges and for the sell side. But in the meantime I hope to bring back some cool ideas from the big apple, hopefully also from the secretive quants working in the dark Silicon Alleys.
Most of the vendors I have profiled are specialists' boutiques, but the cost of such research is however so enormous that generalists are trying to productize their fundamental research for various sectors, from health to homeland security, including financial services in partnership with financial institutions.
This morning I woke up to great news that Microsoft is at the forefront of Deep Learning on voice, imagine what this could bring to Anti-Money Laundering or Insider Trading products. The other news was that some top quants of Two Sigma just solved an MRI algo to predict heart disease, and I hope other great minds will, as most of them usually do, also give back to society by applying their amazing knowledge to such grand challenges.