Posts By Reeves Birner
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87Fintech NewsHow Credit Scoring Algorithms Works: A Guide for the US Financial Market
Inside a Fair Isaac data lab in San Jose, a model engineer studies a chart of repayment patterns from forty million US...
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77Fintech NewsCredit Scoring Algorithms Explained: What It Means for Consumers and Businesses in the USA
A US consumer with a FICO score of 720 walked into a credit union in early 2025 and was offered a mortgage...
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88Fintech NewsPredictive Modelling for Finance in America: Use Cases, Benefits, Risks, and Long-Term Opportunities
BlackRock’s Aladdin platform ran scenario forecasts on roughly twenty-one trillion dollars of assets across one Tuesday in May 2025, returning value-at-risk and...
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72Fintech News
How Predictive Modelling for Finance Works: A Guide for the US Financial Market
Before a bank lends a single dollar, it quietly runs a thousand imaginary versions of your future. Each one estimates whether you...
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71Fintech News
Predictive Modelling for Finance Explained: What It Means for Consumers and Businesses in the USA
A small US online lender priced a five-thousand-dollar loan in 2024 by running the applicant’s last ninety days of cash flow through...
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74Fintech News
Big Data Analytics in Finance in America: Use Cases, Benefits, Risks, and Long-Term Opportunities
When JPMorgan’s fraud team spotted a coordinated card-not-present attack hitting roughly four hundred small US merchants over a single Tuesday afternoon in...
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79Fintech News
How Big Data Analytics in Finance Works: A Guide for the US Financial Market
At an engineering all-hands at a US regional bank in March 2025, the data platform lead walked his team through the new...
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68Fintech News
Big Data Analytics in Finance Explained: What It Means for Consumers and Businesses in the USA
A college senior in Austin opened a new checking account last fall using an app that pulled two years of her debit...
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70Fintech News
AI for Financial Decision Making in America: Use Cases, Benefits, Risks, and Long-Term Opportunities
A loan officer in Columbus no longer reads an application from top to bottom. A model scores it in under a second,...
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64Fintech News
How AI for Financial Decision Making Works: A Guide for the US Financial Market
At a private all-hands in early 2025, a US regional bank’s chief risk officer asked her newly hired AI lead a simple...
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68Fintech News
AI for Financial Decision Making Explained: What It Means for Consumers and Businesses in the USA
A 64-year-old retiree in Phoenix logged into her Capital One app last March and asked Eno, the bank’s virtual assistant, to explain...
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83Fintech News
Machine Learning in Finance in America: Use Cases, Benefits, Risks, and Long-Term Opportunities
A single fraud model at a major US card issuer scores roughly one hundred thousand transactions per minute during the holiday peak,...
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69Fintech News
How Machine Learning in Finance Works: A Guide for the US Financial Market
A model risk team at a large US bank kept a printed copy of a 2011 letter on the wall through every...
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63Fintech News
Machine Learning in Finance Explained: What It Means for Consumers and Businesses in the USA
Swipe a card at a gas station two states from home and one of two things happens. The charge sails through, or...
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76Fintech News
Platform Engineering for FinTech in America: Use Cases, Benefits, Risks, and Long-Term Opportunities
The bank that took eight weeks to launch a new internal service in 2020 now ships one in eight hours, and the...
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72Fintech News
How Platform Engineering for FinTech Works: A Guide for the US Financial Market
Every payments engineer at a US bank has the same morning ritual now: open a portal, type a service name, and a...
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75Fintech News
Platform Engineering for FinTech Explained: What It Means for Consumers and Businesses in the USA
At a fintech in Austin, a new backend hire ships her first production change before her badge photo dries. She runs a...
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67Fintech News
Open Banking Technologies in America: Use Cases, Benefits, Risks, and Long-Term Opportunities
On a Tuesday morning in Charlotte, a Truist underwriter approves a $40,000 working-capital line for a roofing company in under four hours,...
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61Fintech News
How Open Banking Technologies Works: A Guide for the US Financial Market
Open a budgeting app for the first time and within seconds it shows every account you own: the checking account at one...
