Community intelligence · In development

Structured feedback.Evidence-linked intelligence.

An intelligence pipeline that turns tour debriefs into structured observations and evidence-linked analysis. Findings retain their supporting excerpts, observation counts and indicators of coverage and freshness.

In development. Built and tested with sample data; not yet deployed for real tours.

The leadership view: one community intelligence score out of a hundred, beside the confidence in the evidence behind it, the coverage, how fresh the corpus is and how large; then four figures, each carrying a confidence badge with its sample size, the number of observations behind it and a drill into them; then what changed this week, each delta with its own evidence count. — A weekly read that states how much evidence sits behind each line, shown with sample tour feedback.In developmentApplication shown with synthetic data

The severity-ranked blockers, with the leading one opened: parking, raised five times, and the five debriefs it was counted from — each with the host, the floor plan and an excerpt of what the visitor actually said. — A weekly read that states how much evidence sits behind each line, shown with sample tour feedback.In developmentApplication shown with synthetic data

Unstructured conversations, fragmented operating knowledge.

Tour hosts hear what visitors want, what concerns them and what changes their interest. Without consistent capture and structure, those observations are difficult to compare across tours or use in leadership decisions.

Structured observations with traceable evidence.

The pipeline organizes debriefs into observations such as objections and amenity reactions, then aggregates them for review. Findings link back to source excerpts and expose the amount and freshness of the evidence behind them.

A host’s phone just after a tour debrief: the visit summarised in a line, coverage complete, and the structure the rules read out of it — objections ranked by severity, and amenity reactions marked positive or negative. — A debrief on the review step: the visit summarised, and the structure read out of it—objections by severity, amenities by reaction.In developmentApplication shown with synthetic data

Development status

In development: built and tested with sample data, not yet deployed for real tours, and no real-tour use on record.

Recording consent and the handling of visitors’ details are unresolved and must be settled before any host captures a real conversation. Nothing has been measured.

An initiative inside the homebuilder relationship.

The homebuilder operating system

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