Flown real estate intelligence
The first platform that understands real estate on a DNA level
We built an entirely new real estate intelligence platform that can automatically anticipate the next listing, identify where prices are likely to drop, and model what happens when unemployment shifts or zoning laws change.
● Parsing parcel, transit, permitting, and absorption signals↳ Neighborhood momentum outpacing broader west-side benchmark↳ Renovation premium supported by resale comps and buyer demand depth↳ Primary driver: constrained family inventory near schools and transit● Demand resilience exceeded financing headwinds in this micro-marketReal estate is a collision of moving pieces
Flown is built on a simple truth: broad averages fail because every address belongs to its own micro-ecosystem. Knowing what a property is worth is only half the battle—you have to understand why.
Markets are micro.
Price behavior shifts block by block. The exact same economic factor can impact two neighboring properties completely differently based on hyper-local features.
Averages blind you.
City-wide indexes and high-level forecasts mask the truth. Actionable real estate decisions don't happen at the macro level—they happen at the property and micro-area layer.
Value is interconnected.
Real estate doesn't exist in isolation. Outside forces—from localized employment shifts and zoning changes to interest rates—constantly reshape individual asset values.
The "why" dictates the price.
A valuation or index is just a lagging output. True intelligence means parsing the live, underlying forces that are shaping that value right now.
Driven by market reality, not generic averages
Traditional market data is completely oblivious to the real-world catalysts—like local job market shifts, migration flows, municipal tax changes, and lending rates —that actually drive demand. Flown connects the dots from the bottom up, pairing granular data science with live market movement to solve an agent's biggest blind spots.
Our platform continuously tracks and indexes hyperlocal news and granular statistical data, stitching them directly into the real estate market to model exactly how these external forces impact local property prices and buyer demand.
Flown runs daily valuations on every single property in the market, not just past sales. This allows you to track real-time price support levels, volatility, and incoming inventory at the exact property, sub-area, and neighborhood level.
Our system runs continuous, automated deep-dives across your specific micro-markets, instantly notifying you the moment a hyperlocal shift or a fresh opportunity emerges.
Daily valuation intelligence that updates with the market
Flown is explicit about who it serves: realtors who need daily, updated property valuations and market context they can trust in conversations, pricing strategy, and lead generation.
Updated every day, not every quarter
Flown recalculates property value and market context continuously so agents can speak with confidence on where value is now, not where it used to be.
Explain price movement with clarity
Move beyond generic CMAs by showing what is actually pushing value up or down at the property and micro-market level.
Made for active agents and teams
Built for listing strategy, buyer guidance, prospecting, and market communication — not generic dashboards detached from client work.
Likely-to-list scores for Canada
Flown introduces likely-to-list scoring designed for Canadian real estate. Realtors can map their farming area, monitor the market intelligently, and be first to reach out to potential prospects before a listing appears, while staying fully compliant with the PIPEDA privacy legislation.
Farm smarter and prospect before the market moves
Draw your farming area on the map, filter for likely-to-list properties, and prioritize outreach before competing agents know a homeowner is becoming a prospect.
Set email alerts for likely-to-list updates, new listings, price reductions, sales, and off-market movement. Monitoring can run on a specific properties or across custom mapped areas.
425 Glenmore Rd, Kelowna, BC V1V 2H4
425 Glenmore Rd, Kelowna, BC V1V 2H4
Medium
Area has seen high levels of gentrification, current interest towards this type of properties is very high, and the property is at its peak valuation, 37% higher at the moment than when it was sold in 2017.
Knowledge-graph market modeling calibrated to real estate history
Flown represents the real estate market through a custom knowledge-graph model that combines past history with calibrated variable influence, helping explain how market factors connect instead of treating them as isolated rows in a spreadsheet.
Connected market entities
Neighborhoods, property types, seller behavior, and macro forces are linked together, so the model can reason through relationships instead of only matching patterns.
Historical calibration
Past history is used to calibrate how variables influence value, liquidity, and listing behavior.
Variable influence
External, local, and behavioral signals are weighted together to show what is changing and why it matters.
