Real estate reasoning engine

Real estate has always had data.
It's never had a brain.

KOANO deploys five specialist AI agents that ingest dozens of data sources, reason autonomously, and deliver a single verdict, with every step of the thinking visible and auditable.

DozensData sources·5Specialist agents·6–18moSignal advantage
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The same engine. Four different altitudes.

“The same intelligence that helps a REIT make a $50M acquisition also tells a renter in Crown Heights if their building is safe.”
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Five agents. One verdict. Every step auditable.

01

Market timing

Analyzes pricing velocity, DOM trends, and absorption rates to determine optimal timing.

Timing verdict · Confidence score · Signal window
02

Infrastructure pipeline

Tracks DOT data, permits, zoning variances, and municipal bonds for price-moving infrastructure.

Infrastructure impact · Price effect · Timeline
03

Demand sentiment

Monitors foot traffic, search trends, and review velocity for real-time demand signals.

Demand momentum · Gentrification stage
04

Risk & volatility

Evaluates climate risk, crime data, and STR saturation for comprehensive risk assessment.

Risk score · Risk breakdown · Risk-adjusted return
05

Regulatory & policy

Monitors zoning changes, city council decisions, FEMA updates, and opportunity zones.

Regulatory risk · Entitlement timeline
Synthesis agent
Verdict

Buy — High Confidence

Confidence: 87 / 100 · Signal window: 6–12 months

Demo

View full reasoning chain →

Dozens of data sources powering every verdict

Census·Shovels.ai·Placer.ai·First Street·FBI UCR·ATTOM·AirDNA·Zoneomics·Redfin·FHFA·FEMA·Walk Score·CoStar·Regrid·HouseCanary·CoreLogic·SafeGraph·Google Trends·OpenStreetMap·NOAA·IRS Opportunity Zones·HUD USER·SEC EDGAR·Yelp Fusion·BatchData·GreatSchools·MSCI RCA·Census·Shovels.ai·Placer.ai·First Street·FBI UCR·ATTOM·AirDNA·Zoneomics·Redfin·FHFA·FEMA·Walk Score·CoStar·Regrid·HouseCanary·CoreLogic·SafeGraph·Google Trends·OpenStreetMap·NOAA·IRS Opportunity Zones·HUD USER·SEC EDGAR·Yelp Fusion·BatchData·GreatSchools·MSCI RCA·
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