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Ground Truth - by RealEstateAPI

Ground Truth - by RealEstateAPI

By: Vincent Harris Justin Winthers
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Ground Truth is a podcast by RealEstateAPI that cuts through PropTech abstraction to uncover how real estate actually gets built, financed, and operated. Host Vince Harris brings candid conversations with developers, operators, and technologists who shape the built environment—exploring what's working, what's broken, and where the industry needs better tools. Learn more about RealEstateAPI at www.realestateapi.com© 2026 Vincent Harris, Justin Winthers Economics
Episodes
  • The Tower of Babel Problem in Real Estate Development + Building Software to Build Housing Faster
    Jan 31 2026

    Why is housing so expensive? The answer isn't what most people think.


    In this episode, Brandon breaks down why the housing inventory crisis isn't just about supply and demand—it's about the invisible maze of data, finance, politics, and regulatory friction that slows everything down. He reveals the "Tower of Babel problem" that makes every jurisdiction speak a different language, explains why great developers are really financial engineers, and shares his vision for democratizing the expertise needed to build faster.


    If you've ever wondered what actually happens between "empty lot" and "building," this conversation will change how you see real estate development.

    02:15–05:30 — Brandon’s Origin Story

    From drafting tables to development
    Early exposure to architecture, construction, and business through family and mentors.


    05:59–07:30 — What a Real Estate Developer Actually Does

    “A developer is like an orchestra conductor”
    Brandon’s defining metaphor for the role of a developer and why it’s misunderstood.


    08:35–09:15 — Why “If You Build It, They Will Come” Is Wrong

    Development as feasibility, not hope
    Measuring demand, supply, and economics before building.


    11:00–13:45 — Atlanta Housing Authority Experience

    Public-sector development and political friction
    Getting stalled projects unstuck and rebuilding trust with partners.


    13:45–15:10 — Mixed-Income Housing & AMI Explained

    Why affordability is structured around income bands (AMI)
    Discussion of 30%, 60%, 80%, 120% AMI and why mixed-income communities matter.


    15:10–16:00 — Why Affordable Housing Is Hard to “Make Pencil”

    The economics behind affordability challenges
    Public-private partnerships as a necessary solution.


    16:08–19:25 — The Developer’s Workflow (Pad → Feasibility)

    From land dimensions to highest & best use
    4D thinking: area, volume, constraints, and time.
    Includes yield spread, cap rate vs. yield on cost.


    19:25–22:10 — The “Tower of Babel” Problem

    Why property data is broken across jurisdictions
    Inconsistent zoning, parcel IDs, and land-use taxonomy slow everything down.


    23:12–26:30 — The Magic Wand Question

    What would speed development up the most?
    Uniform property classification and parcel data normalization.


    27:45–30:03 — From Workflows to Software

    Why Brandon decided to build a product
    Turning institutional knowledge into scalable tools.


    30:43–34:20 — AREA OPS Explained

    Agentic Real Estate Accelerator Operating System
    Geospatial analysis, feasibility modeling, underwriting, and financing in one platform.


    36:59–38:10 — LIHTC & HUD User Registry

    How affordable housing deals are tracked and financed
    Explains LIHTC, investors, placed-in-service periods, and affordability timelines.


    39:05–41:30 — The Future of Housing

    Inventory, zoning, modular construction, and new financing models
    Why innovation—not just capital—is required.


    44:23–44:50 — Philosophy on AI

    “Actual intelligence must precede artificial intelligence”
    A defining worldview statement.


    46:40–47:15 — Closing & Where to Find Brandon

    Programs, advisory work, and final takeaways

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    46 mins
  • "AI Will Kill Bad Loan Officers" Aaron Chapman on Mortgage Tech
    Dec 9 2025

    What if everything you’ve been told about mortgages, interest rates, and “good financial advice” is backwards?


    In this episode of Ground Truth, Vincent Harris sits down with Aaron Chapman—25-year mortgage veteran, top 1% loan originator, and one of the most unconventional thinkers in the industry—to dismantle some of the biggest myths in real estate finance.


    Aaron shares his journey from working in underground mines and oil fields to building a nationwide investor-focused mortgage business, including the near-death motorcycle accident and financial collapse that reshaped how he thinks about money, risk, and leverage.

    Key Moments:
    00:00 — Welcome to Ground Truth
    Vincent sets the tone of the show: real operators, real-world truth, no theory.


    01:20 — Meet Aaron Chapman: 25 Years in Mortgage, Top 1% Originator
    Why Aaron’s perspective matters—and why appearances can be misleading.


    02:15 — The “Pattern Interrupt”: Why Aaron Looks the Way He Does
    How authenticity, not conformity, became Aaron’s competitive edge.


    04:40 — Growing Up Blue Collar: Mines, Wood Chopping, and Hard Work
    Lessons from rural New Mexico that shaped Aaron’s worldview.


    07:15 — From Oil Fields to Mines to Unemployment
    Aaron’s early career, physical labor, and sudden financial free fall.


    09:00 — Rock Bottom: No Gas, No Money, and a Grocery Store Coupon
    The moment of humility that changed everything.


    10:30 — Red Lobster, a Chance Encounter, and the Mortgage Industry
    How one dinner altered the trajectory of Aaron’s life.


    12:00 — Learning the Mortgage Business the Hard Way
    Early mistakes, painful lessons, and brutal client behavior.


    14:00 — Discovering Real Estate Investors (2003–2008)
    Why investor lending became Aaron’s niche—and why others avoided it.


    15:00 — The 2008 Motorcycle Crash That Changed Everything
    Two shattered legs, memory loss, and a $4.5M swing in net worth.


    18:10 — Why the Fed Cutting Rates Doesn’t Lower Mortgage Rates
    A clear explanation of bonds, inflation, and rate mechanics.


    21:40 — Gold, Fiat Currency, and the Illusion of “Rising Prices”
    A $20 gold coin lesson that reframes inflation entirely.


    24:10 — The Taco Bell Index and the Collapse of Purchasing Power
    Why inflation is far worse than official numbers suggest.


    25:45 — Why the 30-Year Fixed Mortgage Is the Greatest Financial Instrument Ever
    Warren Buffett’s “one-way bet” explained.


    28:30 — Cash Flow Is Not the Whole Story
    How amortization, appreciation, and rent growth actually create wealth.


    31:00 — Why Paying Off Your Mortgage Early Is a Mistake
    Debunking popular financial advice with math.


    34:30 — The Refinance Trap: How Banks Really Win
    Why homeowners reset the clock and never build equity.


    37:45 — The Tech Mortgage Professionals Actually Need
    Why today’s CRMs fail loan officers.


    39:00 — Predictive Lending, Not Reactive Lending
    What Aaron wishes technology could do for LOs and investors.


    41:00 — AI Is a Crutch: Relationships Are the Real Edge
    Why human connection will matter more—not less—in an AI world.


    43:40 — Where to Follow Aaron Chapman
    How to connect, learn more, and prepare for the next episode.


    44:30 — Closing Thoughts: People Over Everything
    Why relationships—not money—are the real asset.

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    47 mins
  • A masterclass in ops and leadership from the #1 rehabber in the country
    Aug 28 2025

    In this episode of "Ground Truth," host Vince welcomes Bobby Triplett, Senior Vice President of Renovation at Offerpad, to discuss the intricacies of real estate investment and renovation. Bobby shares insights from his journey, transitioning from ministry to leading large-scale renovation projects, and the challenges and strategies involved in managing a vast network of contractors across multiple markets. The conversation delves into the impact of technology on real estate, including how his team uses tech to run post mortems on rehabs and why being "under budget" can tank ARV.

    Key moments:

    1. Introduction to Bobby Triplett and Offerpad- 0:00
    2. Offerpad becoming a meme stock and the wild ride for shareholders- 5:00
    3. Offerpad's Approach to Technology and Renovation- 10:00
    4. From the pulpit to property renovation- 15:00
    5. The Evolution of Offerpad's Vendor Management- 20:00
    6. Challenges and Innovations in Real Estate Renovation- 25:00
    7. Future Trends in Real Estate and Co-Living Spaces- 30:00
    8. Offerpad Renovate: A New Service Model- 35:00
    9. Closing Thoughts and Future Prospects- 40:00
    Show More Show Less
    42 mins
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