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How to Model Office Risk When Income Is Variable
Brave Ideas Season 15, Episode 3
This episode is made possible by ReturnSuite:”Complex Cash Flow Modeling Simplified.”
Was This the Only Monte Carlo Chat at MIPIM?
How do you model risk when your revenue isn’t fixed?
And your building no longer fits traditional valuation models?
In this data-rich episode, Sam Gamble, CoFounder of ReturnSuite, joins Brave Corp CEO Caleb Parker live from MIPIM in Cannes to unpack why the future of office investing needs a whole new underwriting playbook.
As flexible workspace, hybrid leases, and service-led operations reshape how buildings generate income, the old ways of modeling risk just don’t cut it.
Sam explains how ReturnSuite’s probabilistic forecasting tools (including Monte Carlo simulations) can help owners, investors, and operators make smarter decisions, even in uncertain markets.
They also reflect on what they heard (and didn’t hear) at MIPIM, and how the capital stack needs to evolve to support operational real estate.
🎧 To listen as a podcast FOR FREE,follow Brave Ideas on Apple, Spotify, or wherever you listen.
Key Topics:
* Modeling volatility in office with Monte Carlo simulations
* Why traditional underwriting no longer fits flex models
* Replacing static assumptions with dynamic forecasts
* Structuring leases to align incentives and reduce risk
* Building investor confidence in operational income
Who should watch:
Landlords, developers, asset managers, investment analysts, brokers, flex operators, capital partners, and anyone rethinking how to underwrite, fund, or scale flexible office models.
CONNECT
* Connect with Sam Gamble
* Learn more about ReturnSuite
* Connect with Caleb Parker
Continued Learning
* Watch Caleb & Sam’s Walk Through Times Square
* Watch Sam’s London Presentation
Behind the Scenes
💡 This episode is part of Brave Ideas Season 15, exploring brave ideas shaping the future of office real estate, Space-as-a-service, and workplace experience.
👉 Don’t forget to subscribe, like, and drop a comment with your take on this episode.
Get full access to Brave Ideas at www.braveideas.media/subscribe
View all episodes
By Hosted by Caleb ParkerBrave Ideas Season 15, Episode 3
This episode is made possible by ReturnSuite:”Complex Cash Flow Modeling Simplified.”
Was This the Only Monte Carlo Chat at MIPIM?
How do you model risk when your revenue isn’t fixed?
And your building no longer fits traditional valuation models?
In this data-rich episode, Sam Gamble, CoFounder of ReturnSuite, joins Brave Corp CEO Caleb Parker live from MIPIM in Cannes to unpack why the future of office investing needs a whole new underwriting playbook.
As flexible workspace, hybrid leases, and service-led operations reshape how buildings generate income, the old ways of modeling risk just don’t cut it.
Sam explains how ReturnSuite’s probabilistic forecasting tools (including Monte Carlo simulations) can help owners, investors, and operators make smarter decisions, even in uncertain markets.
They also reflect on what they heard (and didn’t hear) at MIPIM, and how the capital stack needs to evolve to support operational real estate.
🎧 To listen as a podcast FOR FREE,follow Brave Ideas on Apple, Spotify, or wherever you listen.
Key Topics:
* Modeling volatility in office with Monte Carlo simulations
* Why traditional underwriting no longer fits flex models
* Replacing static assumptions with dynamic forecasts
* Structuring leases to align incentives and reduce risk
* Building investor confidence in operational income
Who should watch:
Landlords, developers, asset managers, investment analysts, brokers, flex operators, capital partners, and anyone rethinking how to underwrite, fund, or scale flexible office models.
CONNECT
* Connect with Sam Gamble
* Learn more about ReturnSuite
* Connect with Caleb Parker
Continued Learning
* Watch Caleb & Sam’s Walk Through Times Square
* Watch Sam’s London Presentation
Behind the Scenes
💡 This episode is part of Brave Ideas Season 15, exploring brave ideas shaping the future of office real estate, Space-as-a-service, and workplace experience.
👉 Don’t forget to subscribe, like, and drop a comment with your take on this episode.
Get full access to Brave Ideas at www.braveideas.media/subscribe