Writings

Breaking Down the Idea of AI
2025-03-18
Focusing on the signal vs the noise.

Accelerating Mortgage Underwriting
2025-02-20
How AI Could Transform the 3-Week Wait into a 24-Hour Reality.

How AI is Transforming Limited Partners' Investment Workflows
2025-02-02
Discover how AI-powered platforms are revolutionizing how Limited Partners conduct due diligence, monitor investments, and generate reports—turning weeks of work into hours while improving decision quality.

Overview of Retrieval Augmented Generation (RAG)
2024-10-24
Discover how Retrieval Augmented Generation (RAG) is changing the way companies leverage their institutional knowledge, from slashing research time to enhancing decision-making across industries.

Making Sense of Construction Documentation
2024-10-23
How Retrieval Augmented Generation (RAG) systems could transform the construction industry, slashing documentation times from hours to minutes and redefining roles from site supervisors to project managers.

Some Personal Thoughts on RAG Systems
2024-10-23
An article consolidating many of the conversations I've had over the past year about RAG systems.

Shift-Handoff Report Generation
2024-10-18
How RAG systems could be used to automate periodic reporting in the oil and gas industry.

RAGs for Mortgage Lenders
2024-10-15
How Retrieval Augmented Generation (RAG) systems could transform the mortgage industry, slashing processing times from weeks to hours and redefining the role of Mortgage Loan Officers.

RAG for Enhanced Client Relations
2024-10-04
How RAG systems could be used to automate periodic reporting in client services.

Report Generation in Banking
2024-10-01
How an LLM-driven system could slash investment banking report generation time from one week to just one hour, transforming analyst productivity and industry dynamics.