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How to improve audit with AI?

As scandal after scandal have destroyed audit credibility, the audit profession needs a total restructuring. One type of restructuring happened when PCAOB (regulator, Public Company Accounting Oversight Board) took control away from accounting firms’ self-regulation. The ongoing problems with audit are now forcing the exploration of new ideas. Some believe that the large accounting firms

Machine Learning for Bond Pricing

ML and Bond Pricing Bond origination and OTC trading continues to be manual, risky, and problematic. The problem comes from figuring out how to price the bond. It is not easy to measure credit risk. There are multiple liquidity buckets and different issuers. Credit risk assessment is a major problem and it impacts price discovery.

How Covid19 has Accelerated and Changed Data Needs?

Covid-19 has changed the world. The unthinkable has happened. The world has just experienced the strangest and most unexpected times. This is placed our businesses, industries, institutions, and countries on different trajectories. In some areas, growth has accelerated. In others, it has stagnated. The structural changes in the economy are large enough that asset managers,

Why strategies developed in labs fail to perform in real life situations?They

Hundreds of papers are published in finance that claim to discover successful new investment strategies. However, when the strategies are deployed in real market situations, they often fail to perform as they did in the lab. Some of the major reasons for their failure are as follows: The real-life market data tends to be very

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How to improve audit with AI?

As scandal after scandal have destroyed audit credibility, the audit profession needs a total restructuring. One type of restructuring happened when PCAOB (regulator, Public Company Accounting Oversight Board) took control away from accounting firms’ self-regulation. The ongoing problems with audit are now forcing the exploration of new ideas. Some believe that the large accounting firms

Machine Learning for Bond Pricing

ML and Bond Pricing Bond origination and OTC trading continues to be manual, risky, and problematic. The problem comes from figuring out how to price the bond. It is not easy to measure credit risk. There are multiple liquidity buckets and different issuers. Credit risk assessment is a major problem and it impacts price discovery.

How Covid19 has Accelerated and Changed Data Needs?

Covid-19 has changed the world. The unthinkable has happened. The world has just experienced the strangest and most unexpected times. This is placed our businesses, industries, institutions, and countries on different trajectories. In some areas, growth has accelerated. In others, it has stagnated. The structural changes in the economy are large enough that asset managers,

Why strategies developed in labs fail to perform in real life situations?They

Hundreds of papers are published in finance that claim to discover successful new investment strategies. However, when the strategies are deployed in real market situations, they often fail to perform as they did in the lab. Some of the major reasons for their failure are as follows: The real-life market data tends to be very

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