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Strategic perspectives on decision intelligence, analytics strategy, and data-driven leadership.

How AI Analytics Reduced Our Time-to-Insight by 90%
03/20/2026 • 16 min read

How AI Analytics Reduced Our Time-to-Insight by 90%

The board is demanding to know, with increasing urgency, not just what happened, but why and what will happen next. In credit risk, a missed…

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Moving from Reactive Alerts to Fraud Defense That Actually Works
03/19/2026 • 10 min read

Moving from Reactive Alerts to Fraud Defense That Actually Works

The world of finance and credit is a constant dance. We push and pull, leading and following. It’s how we get things done. For decades,…

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Quantifying the AI Analytics ROI: Metrics That Actually Matter
03/17/2026 • 18 min read

Quantifying the AI Analytics ROI: Metrics That Actually Matter

The C-suite is clamoring for it. Analytics leaders are tasked with delivering it. And practitioners are wrestling with the complexities of it. I’m talking about…

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The Binary Gateway: Why Compliance Screening Must Come Before Every Other Credit Decision
03/17/2026 • 12 min read

The Binary Gateway: Why Compliance Screening Must Come Before Every Other Credit Decision

Compliance screening. It’s the entry point. The first gate. Many see it as a checkbox. A regulatory hurdle. I see it differently. It’s the binary…

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The Entity You Think You Know: What Manual Reviews Miss
03/15/2026 • 4 min read

The Entity You Think You Know: What Manual Reviews Miss

We manage risk. We enable growth. Our work demands accuracy. Our decades of experience taught us that. We deal with thousands of commercial entities. Each…

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From Raw Data to Insight: A Step-by-Step Guide
03/15/2026 • 42 min read

From Raw Data to Insight: A Step-by-Step Guide

TL;DR Strategic Foundation: Effective data analysis begins by defining clear business objectives and integrating disparate raw data sources into a unified, high-quality foundation through rigorous…

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