Neal Bawa is here today to discuss the investing intersection of real estate with ai science. Neil explains how he transitioned from a tech career into real estate by applying data science to identify high-performing markets, emphasizing that factors like job growth, population growth, income growth, home price trends, and crime reduction can significantly improve investment outcomes. He outlines how his team uses advanced analytics and AI tools to rank cities, analyze deals, and uncover insights that humans often miss, while also integrating AI deeply into company operations through structured systems like EOS. He highlights selective opportunities in distressed multifamily assets and emerging areas like senior housing, while cautioning that single-family and industrial assets remain expensive.

We discuss...

• Neil Bawa transitioned from tech to real estate, using it as a tax-efficient path to build long-term wealth.
• Key drivers of real estate performance include job growth, population growth, income growth, home price trends, and crime reduction.
• He developed a data-driven system to rank U.S. cities and identify high-performing markets like Madera, California.
• AI is deeply integrated into his company, with employees required to use it daily and contribute to building internal tools.
• AI improves efficiency and insight generation, even if it occasionally makes calculation errors.
• He expects modest interest rate declines in 2026, with mortgage rates around 6–6.3%.
• Home prices are likely to remain flat or grow slightly (1–2%) due to improving supply and demand dynamics.
• The "lock-in effect" from ultra-low pandemic-era mortgages has constrained housing supply and prevented price declines.
• As rates ease, more sellers and buyers are expected to re-enter the market, balancing prices.
• Multifamily real estate saw price declines with rising rates, unlike the single-family market.
• Distressed multifamily deals present niche opportunities, especially in overleveraged markets.
• The office sector is likely near a bottom, with gradual recovery driven by return-to-office trends and limited new supply.
• Private credit is growing but carries elevated risk, requiring careful selection of managers.
• Real estate overall is in a transitional phase after several challenging years, particularly for commercial sectors.

Today's Panelists:

• Kirk Chisholm | Innovative Wealth
• Barbara Friedberg | Barbara Friedberg Personal Finance
• Marc Walton | Forex Mentor Pro

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For more information, visit the full show notes at https://moneytreepodcast.com/real-estate-with-ai-science-neal-bawa-808

Today we have war updates... patience and caution are needed as we focus on recent headlines. From inflation data and Fed commentary to geopolitical tensions and a temporary ceasefire, there has been surprisingly little lasting impact on markets. Underlying market weakness existed before the war and the conflict has mainly reshuffled sector performance leaving markets stuck in a fragile, uncertain range. While some areas like energy, materials, and staples showed prior strength, others such as software and parts of financials remain weak. Conflicting signals from interest rates, the dollar, and inflation expectations, along with continued volatility driven by political narratives rather than fundamentals, make it difficult to form a high-conviction outlook.

We discuss...

• Markets largely ignored major news on inflation, Fed policy, and geopolitics, suggesting underlying uncertainty and indecision.
• The market was already weakening before the war, meaning the conflict mainly shifted trends rather than creating new ones.
• Current price action reflects a choppy trading range with no clear directional trend emerging.
• Software and parts of technology remain notably weak, even compared to pre-war levels.
• Semiconductor stocks have held up better, creating divergence within the tech sector.
• Financials are showing signs of stress, partly due to concerns around private credit and hidden risks.
• Lack of transparency in financial system exposures poses a greater risk than the size of the problem itself.
• The yield curve is flattening, reducing profitability for banks and signaling potential economic pressure.
• Interest rates, the dollar, and inflation expectations are sending mixed and unreliable signals.
• Oil price dynamics and futures markets suggest expectations of declining prices despite short-term spikes.
• Inflation impacts from higher energy costs may not be fully felt for several months.
• Geopolitical developments, particularly involving Trump's negotiation style, add unpredictability to market behavior.
• Sitting in cash is a valid strategy in uncertain environments despite inflation concerns.
• Missing small upside moves is preferable to being exposed to sudden market drawdowns.
• Elevated valuations and lingering macro risks suggest markets may not be as stable as they appear.
• Relief rallies can occur even while underlying economic and market stress persists.
• There are currently very few high-conviction investment opportunities across markets.

Today's Panelists:

Kirk Chisholm | Innovative Wealth
Douglas Heagren | Mergent College Advisors

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For more information, visit the full show notes at https://moneytreepodcast.com/war-updates-patience-and-caution

Have you ever thought about getting rich with music royalties? Jon Gestal explains how music royalties function as an alternative investment and the complex ecosystem where songwriters, artists, publishers, and labels earn income from licensing, streaming, radio, and live performances. He shares how platforms like Royalty Exchange create liquidity by allowing creators to sell partial or full rights to those cash flows. Royalty streams vary in structure and stability, often following a lifecycle where earnings spike early and then settle into more predictable long-term income, making seasoned catalogs attractive for passive income investors seeking diversification from traditional markets.

We discuss...

• Music royalties consist of multiple income streams, including performance, mechanical, and sound recording royalties.
• Artists earn money from a mix of royalties, live performances, advances, and synchronization deals like TV, movies, and commercials.
• Streaming platforms like Spotify pay royalties based on a share of revenue rather than a fixed rate per play.
• Music catalogs typically follow a lifecycle where earnings spike early and then decline into a more stable, predictable long-term cash flow.
• Older, "seasoned" catalogs tend to be more attractive to investors seeking consistent passive income.
• Investors can purchase royalties from individual songs, groups of songs, or entire catalogs depending on the seller's needs.
• The growth of global streaming and emerging markets continues to expand the overall music royalty pool.
• Technology and social media have changed how artists are discovered, but success remains just as difficult as before.
• Artists today have more independence and flexibility, reducing reliance on traditional record label deals.
• The conversation highlighted the increasing financialization of entertainment assets, including music, sports, and film.
• Fractional ownership allows smaller investors access to royalties but often reduces returns due to multiple layers of fees.
• "Vanity investing" and emotional attachment can influence decisions when investing in entertainment assets.
• Music royalties can serve as a diversification tool since they are largely uncorrelated with traditional financial markets.

Today's Panelists:

• Kirk Chisholm | Innovative Wealth
• Phil Weiss | Apprise Wealth Management
• Marc Walton | Forex Mentor Pro

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For more information, visit the full show notes at https://moneytreepodcast.com/getting-rich-with-music-royalties-jon-gestal-806