
Building an AI-Native Real Estate Investment Firm - Dan Carr & Peter Weiss - Co-Founders of Alpaca Real Estate
Brandon Sedloff sits down with Dan Carr and Peter Weiss, co-founders of Alpaca Real Estate, for a live conversation recorded at their annual Aspen Real Estate Summit. The two met as analysts at JP Morgan in 2011 and spent a decade building expertise at major institutions before launching their own opportunistic real estate private equity fund in late 2022. What sets Alpaca apart is their commitment to building a technology-first culture from inception, treating their data infrastructure and tech stack as foundational to the investment process rather than an afterthought. They discuss: - Why timing mattered when they saw the Fed's rate increases creating a repricing moment in commercial real estate - How they built a seven-stage deal pipeline with 1,000 transactions cataloged in a proprietary data lake before deploying agentic AI - Their focus on tailwind asset classes like build-to-rent townhomes and infill industrial, where structural demand drives conviction - The cultural challenge of technology adoption and why organic buy-in matters more than mandates - Forward purchase structures that shift construction risk to homebuilders while controlling land upfront This episode offers a practical look at what it takes to launch and scale an investment platform built on data discipline and institutional-grade operations in a shifting market. Topics: (00:00:00) - Intro (00:01:00) - Recording live at Alpaca's Aspen summit (00:05:20) - Getting into real estate investing (00:10:23) - Meeting at JP Morgan in 2011 (00:11:35) - Building the REPEN networking group (00:12:34) - Post-JP Morgan career paths (00:15:27) - The 2022 wake-up call from Dan (00:17:49) - Capitalizing a first-time fund (00:18:35) - Building technology into the DNA (00:22:56) - Creating clean data infrastructure (00:26:55) - Cultural adoption of technology (00:31:42) - Alpaca's investment focus today (00:33:45) - Residential and industrial strategies (00:36:04) - Operating with partners versus direct (00:38:38) - Closing thoughts for investors Links: Dan on LinkedIn - https://www.linkedin.com/in/daniel-carr-98a0a91b/ Peter on LinkedIn - https://www.linkedin.com/in/peter-weiss-86675635/ Alpaca Real Estate - https://alpacarealestate.com/ Brandon on LinkedIn - https://www.linkedin.com/in/bsedloff/ Juniper Square - https://www.junipersquare.com/


















