AI Analytics Advisor - RoadScope Documentation

What Is the AI Analytics Advisor?

The AI Analytics Advisor is a built-in intelligence layer that analyzes your project data and surfaces insights, anomalies, and recommendations — without replacing the judgment of your survey team.

How It Works

After you complete a survey or import field data, the AI Advisor processes your POIs, route geometry, grade profile, and constraint patterns to identify:

**Clearance anomalies** — Measurements that are unusually low or inconsistent with surrounding data

**Data gaps** — Segments of the route with insufficient POI coverage

**Risk clusters** — Concentrations of high-risk constraints in a short corridor

**Grade warnings** — Adverse grade combinations that may require vehicle configuration changes

Advisor Suggestions

The Advisor presents suggestions as actionable cards. Each suggestion includes a confidence level, the data supporting it, and a recommended action. Suggestions can be accepted, dismissed, or flagged for review.

Report Narrative Generation

The AI Advisor can draft the narrative sections of your route report — describing constraints, noting risks, and summarizing the survey findings — saving significant time in report preparation.

Data Privacy

All AI analysis runs against your project data only. No route data is shared across accounts or used to train external models.