Tags:
Tagged #Fuzzy Matching Algorithms
2 Briefings
Compliance Engineering
Sep 15, 2026• 7 min•Technical Deep-Dive
Real-Time vs. Batch Sanctions Screening: API Architecture Tradeoffs for Compliance Engineering Teams
Real-time and batch screening solve different problems, not the same problem at different speeds. A practical framework for deciding which pattern, or which combination, your architecture actually needs.
Sanctix Research Team
Compliance Engineering
Jul 20, 2026• 4 min•Technical Deep-Dive
Fuzzy Name Matching for Sanctions Screening: How the Architecture Fits Together
How a sanctions screening engine turns a messy input name into a ranked list of candidate matches: normalization, transliteration, candidate retrieval, scoring, and why recall usually matters more than raw speed.
Sanctix Research Team
Executive Intelligence Briefing
Sanctions & Export Control Briefings by Email
Get our regulatory briefings and notes on sanctions-list changes by email.
Zero marketing spam. Strict privacy policy. Unsubscribe anytime with one click.