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CLUBSCOPEINSIGHT ENGINE
Replay mode.No model API key is configured, so the assistant’s wording is replayed from recorded transcripts.Every figure on this site is computed and verified live from the dataset.What that means

Social · member #1550

Malcolm Jarrett

Joined 21 Jul 2022 via waitlist

Churn risk

Low

Why this score

Every signed term the model added, heaviest first. Baselines are this member’s own history rather than the club average — a social member who visits twice a month has not disengaged, and comparing them to a full-golf cadence would manufacture a crisis.

v1.2.0

No signal fired

Nothing in this member's record crossed a threshold in either direction, so the score sits at its floor.

This score is arithmetic, not a language model. It is produced by churn model v1.2.0 — a versioned, unit-tested weighted sum evaluated as at 31 Aug 2026, the last date the dataset covers. Run it twice and you get the same number; run it next quarter after a weight changes and the version tells you why it moved. A model would give none of that, and a retention budget defended to a board committee needs all of it.

Discretionary spend

1 Sep 2025 to 31 Aug 2026. Dues excluded: they are contractual and post regardless of engagement.

$1,767

Where they go

Visits by facility across the full 24-month record.

Visit cadence

Sep 24Aug 26
Sep 24Sep 25Aug 26

Event attendance

  • Independence Day Cookout 20261 Aug 2026attended
  • Family Pool Party 2026 (2)16 Apr 2026attended
  • Casino Night 202624 Mar 2026attended
  • New Member Reception 202620 Mar 2026attended
  • Father-Son Scramble 202624 Feb 2026attended

What staff actually heard

Free-text notes from the front desk, email, surveys and committee. Real club intelligence is not only numeric.

  • neutral11 Jul 2026Priya Venkat, Member Services · Front desk

    Asked whether the range would stay open during the aeration window.

  • neutral2 Dec 2024Dale Whitcombe, Head Golf Professional · Email

    Asked about the timeline for the short game area. Noted on file.