Beyond AVM: Why Gnowise IVM™ Is the New Standard for Intelligent Valuation
1 | The Problem With Yesterday’s AVM Automated valuation models have been around for more than two decades, yet their blind spots keep getting wider. Because a…
Gnowise Rent Intelligence: unlocking property-level rental insight for Canada’s lending ecosystem
Canada’s lending landscape is shifting quickly. Record-high immigration, tight housing supply, and a cooling purchase market have thrust rentals into the spotlight, turning cash-flow certainty into a…
Real Estate Liquidity, Modeled and Measured: A New Data Layer for Smarter Decisions
What is a Liquidity Score? Liquidity Score is a 0–100 index that measures the relative ease—or difficulty—of buying or selling properties in a specific area at any given…
The Macro Lens: Why Home Price Indices Outperform Stand-Alone AVMs for Portfolio Health and Risk Management in Canada
Residential real-estate portfolios concentrate more systemic risk on Canadian balance sheets than any other asset class. Yet many asset managers still assess exposure by rolling up thousands…
Tariffs, Trade Wars, and Canadian Real Estate: How Escalating Trade Frictions Are Reshaping Property Markets
1 | A new trade shock arrives just as the market was finding its footing The Bank of Canada’s April Monetary Policy Report warns that the latest…
How Canada’s Immigration Reset Is Reshaping the Housing Market in 2025
In a bold policy shift, the Canadian government has significantly revised its immigration targets, aiming to ease pressure on housing, infrastructure, and public services. This immigration reset…