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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

Junior executive · member #1843

Anton Castellanos

Joined 26 Apr 2026 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
  • Still in the first two years+10

    Joined 0.3 years ago; early-tenure members churn at the highest rate.

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.

$669

Where they go

Visits by facility across the full 24-month record.

Visit cadence

Sep 24Aug 26
Sep 24Sep 25Aug 26

Event attendance

  • Back to School Splash 2026 (4)25 Aug 2026attended
  • Back to School Splash 2026 (3)16 Jul 2026attended
  • Back to School Splash 2026 (2)5 Jul 2026attended
  • Father-Son Scramble 2026 (2)25 Jun 2026attended

What staff actually heard

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

  • neutral22 Jul 2026Bethany Cruz, Front Desk · Phone

    Requested the club history booklet as a family gift.

  • neutral7 Jul 2026Stuart Lang, Tennis Professional · Front desk

    Wanted to know whether the courts are lit for evening play through the winter.