Patent Portfolio

23 patents in compliance technology

Al Macdonald holds 23 US patents covering the core technical challenges of compliance infrastructure: screening, entity resolution, search and matching, risk data systems, and monitoring workflows.

The portfolio is described thematically above. Selected issued patents and published applications are listed below.

Compliance screening

Several patents

Patents in this group address the core problem of sanctions and watchlist screening — matching entities against regulated lists at scale, handling name variations, transliterations, and partial data. The inventions cover screening architectures designed for high-volume, low-latency environments where false negatives carry regulatory consequence.

Entity resolution

Several patents

Entity resolution is the problem of determining whether two records refer to the same real-world person or organization. These patents address disambiguation at scale — resolving identity across incomplete, inconsistent, and transliterated data. The work covers both algorithmic approaches and data structures designed for compliance-grade precision.

Matching and search

Several patents

Search in compliance contexts is not keyword retrieval — it requires fuzzy matching, phonetic equivalence, and ranked relevance across structured and unstructured data. Patents in this group cover search architectures and matching algorithms built specifically for the ambiguity and precision demands of compliance and risk workflows.

Risk data systems

Several patents

These patents address the infrastructure for collecting, structuring, and serving risk-relevant data — sanctions lists, adverse media, ownership structures, and related datasets. The inventions cover data pipeline design, update propagation, and the systems that make risk data reliable and current at the point of screening.

Monitoring and workflow

Several patents

Compliance is not a one-time check — it requires ongoing monitoring of entities against changing lists and emerging risk signals. Patents in this group cover the workflow systems and monitoring architectures that keep compliance programs current, including alert management, case handling, and audit trail design.

Selected filings

Issued patents and published applications. Links open Google Patents.

Legal, compliance, and regulatory risk management

US-9058581-B2Systems and methods for managing information associated with legal, compliance and regulatory risk2015-06-16Issued patent
US-8510300-B2Systems and methods for managing information associated with legal, compliance and regulatory risk2013-08-13Issued patent
US-20060004719-A1Systems and methods for managing information associated with legal, compliance and regulatory risk2006-01-05Published application

Automated political-risk management

US-8706614-B2Systems and methods for automated political risk management2014-04-22Issued patent
US-7389265-B2Systems and methods for automated political risk management2008-06-17Issued patent
US-20050044037-A1Systems and methods for automated political risk management2005-02-24Published application

Schema for storing, managing, and retrieving information

US-8762191-B2Systems, methods, apparatus, and schema for storing, managing and retrieving information2014-06-24Issued patent
US-20060004814-A1Systems, methods, apparatus, and schema for storing, managing and retrieving information2006-01-05Published application

Information extraction and identification

US-8996481-B2Method, system, apparatus, program code and means for identifying and extracting information2015-03-31Issued patent
US-20060004866-A1Method, system, apparatus, program code and means for identifying and extracting information2006-01-05Published application

Relevancy scoring for information

US-7519587-B2Method, system, apparatus, program code, and means for determining a relevancy of information2009-04-14Issued patent
US-20060002387-A1Method, system, apparatus, program code, and means for determining a relevancy of information2006-01-05Published application

Redundancy and deduplication

US-9063985-B2Method, system, apparatus, program code and means for determining a redundancy of information2015-06-23Issued patent
US-8442953-B2Method, system, apparatus, program code and means for determining a redundancy of information2013-05-14Issued patent
US-20060004878-A1Method, system, apparatus, program code and means for determining a redundancy of information2006-01-05Published application
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