01
[COPY TBD — /intelligence page headline]

KOANO is not a data dashboard. It is a coordinated reasoning system — five specialist agents that ingest raw signals, reason independently, and converge on a single verdict. Every conclusion is visible. Every disagreement is surfaced.

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02 — The architecture

Three layers. One answer.

The intelligence is structured as a Russian doll — each layer understands the layers inside it. Raw data becomes structured signals. Signals become agent verdicts. Agent verdicts become one unified conclusion.

Layer 01

Data ingestion

Dozens of sources ingested — census, permits, climate risk, foot traffic, crime data, zoning changes, and more. Every signal normalized and timestamped.

Layer 02

Agent reasoning

Five specialist agents reason independently against the ingested data. Each agent owns a domain — market timing, infrastructure, demand, risk, and regulatory policy.

Layer 03

Synthesis verdict

One synthesis agent receives all five agent outputs simultaneously, arbitrates conflicts, and issues a single verdict — with confidence score, signal window, and a full auditable reasoning chain.

Live agent network

Five specialist agents connected to their data sources, flowing into a single synthesis verdict. Drag to rotate.

03 — The agents

Five specialists. One for each domain.

01market-timing.ts

Market timing

Analyzes how fast prices are moving, how long properties sit on the market, and how quickly inventory absorbs — to determine whether conditions favor buying, selling, or waiting.

Inputs

Pricing velocity · DOM trends · Absorption rates

Timing verdict · Confidence score · Signal window
02infrastructure.ts

Infrastructure pipeline

Tracks every permitted project, infrastructure bond, and zoning change within a subject area to surface price-moving signals 6–18 months before they appear in comparable sales.

Inputs

DOT data · Permits (Shovels.ai) · Zoning variances · Municipal bonds

Infrastructure impact · Price effect · Timeline
03demand-sentiment.ts

Demand sentiment

Measures foot traffic patterns, search interest, and review velocity to detect demand shifts in real time — before they appear in listing prices.

Inputs

Foot traffic (Placer.ai) · Search trends · Review velocity

Demand momentum · Gentrification stage (1–7)
04risk-volatility.ts

Risk & volatility

Aggregates climate vulnerability, crime patterns, and short-term rental saturation into a single risk score, with a full breakdown of the dominant risk factors.

Inputs

Climate risk (First Street) · Crime (FBI UCR) · STR saturation

Risk score (1–100) · Risk breakdown · Risk-adjusted return
05regulatory-policy.ts

Regulatory & policy

Monitors the regulatory environment for changes that could affect property value — from city council votes to federal opportunity zone designations.

Inputs

Zoning (Zoneomics) · City council decisions · FEMA · Opportunity zones

Regulatory risk · Entitlement timeline
04 — Synthesis

When agents disagree, you see it.

The synthesis agent receives all five structured outputs simultaneously. It amplifies consensus and surfaces conflicts — never hides them. If agents disagree, the disagreement appears in the verdict as a minority signal.

01

Consensus amplification

When four or more agents agree, confidence rises exponentially. Strong consensus produces high-conviction verdicts with tight signal windows.

02

Conflict surfacing

When agents disagree, the disagreement appears in the verdict under Minority signals. Dissent is never hidden — it is the most important signal you can receive.

03

Domain weighting

The query type adjusts how agent outputs are weighted. A site acquisition query weights infrastructure and regulatory signals higher. A hold/sell decision weights market timing higher.

04

Recency bias

More recent signals are weighted higher. Data from the last 30 days outweighs data from 12 months ago. The engine reasons about now — not about what happened then.

05 — The verdict

A decision, not a dashboard.

Every KOANO verdict is a structured output with a headline, confidence score, signal window, and full reasoning chain. The reasoning chain is not optional — it is the product.

VerdictDemo

Buy

Confidence: 87 / 100

Signal window: 6–12 months

Reasoning chain

Market timingStrong buy signal — absorption at 18-year high
Infrastructure2 transit projects within 0.5mi — 18-month timeline
Demand sentimentFoot traffic up 34% YoY — gentrification stage 4
Risk & volatilityRisk score 22/100 — low flood, low crime, low STR
RegulatoryOpportunity zone — tax benefits through 2026
View full reasoning chain →
06

The intelligence is ready.

KOANO is currently in private early access. Request access and we'll notify you when your cluster is ready.

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