How our forecasts stay honest

A plain-language walkthrough of how we generate forecasts, where we put guardrails, and why every forecast you'll ever see here is confidence-banded.

Three commitments behind every forecast

First: forecasts are heuristic and directional, never deterministic. Second: every forecast ships with a confidence indicator derived from data recency, completeness, and precision. Third: we will say 'we don't know' before we'll guess.

NeighborhoodIntelPRO is an informational research tool. Scores, forecasts, and recommendations are interpretive and should not be used as the sole basis for major financial, legal, real-estate, or relocation decisions.

Built on public data

Census, FBI, EPA SDWIS, education and housing datasets — sourced transparently and attributed throughout.

Confidence-scored

Every score and forecast carries a confidence indicator based on data recency, completeness, and precision.

Responsible AI

Our assistant references real data, expresses uncertainty, and avoids deterministic or fear-based claims.

Fair Housing aligned

Recommendations are based on objective data and user preferences — never on protected characteristics.

Privacy-first

You control your saved locations, conversations, and alerts. Delete your data anytime.

Learn more in our Trust & transparency hub.