Time series forecasting in America: the use cases, benefits, risks, and opportunities as predictive analytics expands at a 24% CAGR across US...
How time series forecasting works in the US financial market: cleaning data, decomposition, models, and backtesting, as predictive analytics grows 24% a...
Time series forecasting explained for US consumers and businesses as predictive analytics grows 24% a year. What forecasting can, and cannot, promise.
Somewhere in a US data center right now, a model is deciding that a card swipe in another state is probably fine,...
Every fraud flag, credit decision and churn alert in American finance starts the same way: a pile of past records and a...
Your bank app nudging you to move money before a bill clears is not reading your mind. It is reading your history,...
Before a bank lends a single dollar, it quietly runs a thousand imaginary versions of your future. Each one estimates whether you...
Paul Breitenbach does not believe America has a food shortage problem, he believes it has a systems failure. Where nearly $400 billion...
The world is becoming increasingly volatile and complex to navigate. It is more difficult for business leaders and government officials to make...
In 2012, a team at the University of Toronto entered an image recognition competition and won by a margin that stunned the...
On March 10, 2023, Silicon Valley Bank collapsed in 48 hours. The bank’s risk management models had not flagged the concentration of...
When Nubank reached 100 million customers in 2024, the Brazilian digital bank disclosed a metric that traditional banks rarely publicise: its customer...
Morgan Stanley’s wealth management division manages $4.5 trillion in client assets. In 2023, the firm deployed an AI assistant built on OpenAI’s...
Square Loans does not ask small business owners to submit financial statements. It does not request tax returns. It does not run...
Ant Group’s credit scoring system, Zhima Credit, evaluates over 3,000 variables per user to determine creditworthiness. The system scores more than a...
In 2019, the Federal Reserve Bank of Philadelphia published a study comparing machine learning credit models against traditional logistic regression models used...
Plaid connects over 12,000 financial institutions to more than 8,000 fintech applications. When a customer links their bank account to Venmo, Robinhood,...
Predictive analytics is transforming lending decisions by enabling lenders to forecast borrower behaviour with greater accuracy than traditional credit scoring. A 2024...
For many years, artificial intelligence was discussed as a differentiating technology. It was something organizations could choose to adopt, experiment with, or...