Sheepdog Prosperity Partners
Due Diligence
  • Home
  • Services
  • Process
  • About
  • Contact

Foundry Ontology Design for Beneficial-Ownership Networks: Person, Entity, Officer, and Jurisdiction Modeling at Bank-Group Scale

by Noah Green CPA CFE | May 15, 2026 | DD Tech Lab

What you’ll be able to do after reading this. Recognize the ontology pattern as the difference between a structured relationship database and a flat customer-data table. Read a Person / Entity / Jurisdiction object-type specification and understand what queries...

Foundry vs Snowflake + DBT vs Databricks for DD Analytics: Architecture Trade-Off Framework

by Noah Green CPA CFE | May 15, 2026 | DD Tech Lab

What you’ll be able to do after reading this. Score your institution against a 10-dimension platform-comparison scorecard. Apply one of three elicited weight profiles (or run your own elicitation per the companion bundle). Estimate a parameterized 5-year TCO...

GraphRAG for Due-Diligence Knowledge Management: Combining LLM Retrieval With Cypher Path Queries

by Noah Green CPA CFE | May 15, 2026 | DD Tech Lab

The DD practice accumulates institutional knowledge in a specific shape: structured (CRM entries, ownership data, transaction records) plus unstructured (engagement memos, IC presentations, expert-call transcripts, regulatory filings). Vanilla retrieval-augmented...

Random Walks on DD Graphs: PageRank, Personalized PageRank, and Influence Ranking for Counterparty Investigations

by Noah Green CPA CFE | May 15, 2026 | DD Tech Lab

The Schema Design for Sanctions Screening article in this sub-series handled the direct-match screening problem: counterparty name matches an SDN entry, score the match, route for analyst review. Many sanctioned exposures are not direct. OFAC’s 50 Percent Rule...

Community Detection for Related-Party Cluster Identification: Louvain, Label Propagation, and Their Audit Use

by Noah Green CPA CFE | May 15, 2026 | DD Tech Lab

PCAOB AS 2410 requires the auditor to obtain an understanding of the entity’s related-party relationships and transactions. Management’s representation is the starting point; auditor-side procedures extend it through inquiry, document review, and — for...

Temporal Graph Patterns: Modeling Ownership Changes, Entity Lifecycle, and Beneficial-Owner Transitions Over Time

by Noah Green CPA CFE | May 15, 2026 | DD Tech Lab

A static ownership graph answers “who owns what” — present tense, single snapshot. For most regulatory and audit work, that is the wrong question. FinCEN’s Beneficial Ownership Information rule (31 CFR §1010.380) requires reporting companies to...
« Older Entries

Recent Posts

  • What I Learned from Conduit Finance
  • The Diligence Triangle
  • Neo4j Aura vs Self-Hosted vs Alternative Graph Databases: Architecture Choices for the Mid-Size DD Practice
  • Loading and Maintaining Production-Scale DD Graphs: APOC Procedures, Bulk Loading, Index Strategy, and Memory Tuning
  • Graph-Based Wash-Sale and Layering Detection in Securities Transactions

Recent Comments

No comments to show.

Sheepdog Prosperity Partners LLC

5940 S Rainbow Blvd, Ste 400 PMB 855226
Las Vegas, NV 89118-2507

Contact

888-533-3495
noah@noahgreencpa.com

Schedule

Discovery Call

Veteran-owned and operated.



© 2026 Sheepdog Prosperity Partners LLC

Information on this site is general. A CPA-client engagement begins only with a signed Master Services Agreement and per-matter Statement of Work. Pre-engagement notice.