AI Business Transformation with Gerard Murtagh

28 Jan 2026 · 55 min
Episode

28 Jan 2026 · 55 min

0:00

Podcast episode (recorded March 5, 2025) in which Bill Gallagher interviews Gerard Murtagh (CEO of Moldman) about a real-world AI-driven business transformation. Gerard recounts founding Moldman after a 2011 flood, scaling rapidly (50% year-on-year; one year 300% growth during multi-city floods/COVID), suffering internal fraud and misappropriation that ultimately created about a $1.4M hole (including >$600k directly misappropriated), and then rebuilding by rethinking processes and investing in AI. Key actions: using an LLM/chat-wrapper to analyze transaction CSVs and surface anomalies; building an internal AI assistant named “Ty” to parse emails/work-orders, collect missing data, automate job intake, optimize scheduling/routing, and reduce/admin headcount while keeping humans-in-the-loop; combining AI with offshore teams (Philippines) and onshore double-checking; creating a proprietary data lake/LLM (built on Azure) so the company’s data/voice drive differentiation; vendor/tool advice (careful with public LLMs, treat data lake as the core). Episode emphasizes: redesign process before automation, iterate and train models over years, change management (staff resistance), and competitive urgency (invest now or risk losing high-value customers).

Questions this episode answers

Origin story tied to a 2011 flood in their city (Moldman formed after that event).

Over 6,000 property managers use Moldman, who together control about 2.8 million rental properties.

Gerard reports over $600,000 misappropriated and a total hole of about $1.4 million.

Admin team peaked around 36 people; after automation they report about 15–16 admins.

Gerard states the company is about 100 people (under or near 100).

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