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S& Global Platts Crude & Refined Products Market
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Beyond Fuzzy Matching: How Enterprises Can Actually Solve Entity Resolution at Scale
Date: Tuesday, February 10, 2026
Time: 11:00 am - 12:00 pm EST
Duration: 1 hour
Inconsistent Company data - One of the most persistent challenges across all financial segments are “Disconnected systems”; inconsistent naming, and manual linking undermine analytics, increase operational risk, and slow decision-making.
This 60-minute webinar will explore how enterprises can move beyond traditional fuzzy matching by combining persistent identifier infrastructure with AI-driven entity resolution to reliably link entities, securities, and instruments across systems and regions.
What we’ll cover
- Why rules-based and fuzzy matching break down as data volume, complexity, and change accelerate
- How cross-reference architecture creates a stable identifier spine, and how AI automates and validates entity linking with confidence and transparency
- How our models adapt across companies, securities, people, and assets, and deliver a 15–30% uplift in matched records with significantly less manual intervention
Why it matters
- 81% of IT leaders say data silos hinder digital transformation
- 75% of organizations struggle to integrate insights across systems
- 87% of data scientists spend more time cleaning data than building model
Speakers
Lance Risi
Director, Cross Reference Solutions
S&P Global Market Intelligence
Jack Steenkamp
Co-Head, Terahelix
S&P Global
Suraj Shah
Co-Head, Terahelix
S&P Global
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Beyond Fuzzy Matching: How Enterprises Can Actually Solve Entity Resolution at Scale
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