Dan Paine
Technical Product Leader | Asset Management Data Strategy | AI & Automation | CPA
- Role
- Principal, Lab 39 at TPG
- Location
- Dallas-Fort Worth, TX, US
- LinkedIn followers
- 500 followers
About Dan Paine
Strategic Technical Product Leader & CPA 13+ years of experience architecting the digital infrastructure for global alternative investment managers. I specialize in engineering 0-to-1 \'green field\' fiduciary-grade data ecosystems that bridge the gap between complex investment operations and institutional technology. At TPG and Oak Hill Advisors, I established a track record of designing systems of record that professionalize the investment lifecycle, automate regulatory reporting, and deploy proprietary AI to accelerate deal velocity.Key Impact Portfolio- Global AI Enablement: Recaptured hours of weekly capacity (equivalent to 25+ FTEs) by architecting a global AI deployment framework for 650+ users, resulting in 90% adoption and a 16% increase in output quality- IPO Readiness & SOX Compliance: Achieved full SOX compliance for TPG’s private equity operations by designing an MDM framework and enterprise system of record that automated 1,500+ annual hours of valuation, investment, and realization workflows- Portfolio Ecosystem Overhaul: Accelerated LP reporting and AI-readiness for a 10-year historical portfolio by engineering a unified reporting operating model using Databricks and modern enterprise stack- Investment Intelligence: Improved Investment Review Committee (IRC) efficiency by 15% and reduced investment bias by directing the development of a custom AI agent and LLM framework that allows deal teams to query historical institutional knowledge- Credit Facility Automation: Reduced external resource costs and eliminated 800+ annual operational hours by orchestrating a custom credit facility application to replace manual trackers across PE and Credit ecosystems- Regulatory Optimization: Ensured 100% data integrity for Form PF/ADV filings by optimizing the technical reporting engine to automate trade allocations and reduce systemic manual risk- Legal Data Strategy: Increased negotiation leverage for deal teams by developing a prompt-based AI extraction framework to systematize historical benchmarks and market-standard terms in legal contracts.Technical Expertise: Snowflake/Databricks | SQL/DAX/VBA | LLM/RAG Frameworks | Master Data Management (MDM)| Fund GL Systems (Investran, Geneva)| Agentic Prompt Orchestration | Power Platform | Power BI/QlikView/Sigma | Systems of Record Design | SOX Compliant Technology Architecture | Fiduciary Data Integrity
Experience
Principal, Lab 39
Jan 2025 — Present · Dallas-Fort Worth, TX, US
Education
University of Oklahoma
Master of Accountancy
2012 — 2013
University of Oklahoma
Bachelor of Business Administration (B.B.A.)
2008 — 2012
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