devYAN
Copy to my workspace

Kestrel Fitness answer record: Active members and paid members

Kestrel Fitness answer record: Active members and paid members

An analyst answering a client's data question

Answer record Kestrel Fitness Northfold Analytics

Owner: Sofia Reyes. Updated Oct 1, 2026.

The answer

Answered same day Definition question routed Kestrel Fitness

The answer to one question from the Kestrel finance team: the figure, the definition behind it, the period and the source, plus a clear note on the part a consultant is still picking up. Answered by Sofia Reyes, senior analyst at Northfold Analytics, for the Kestrel finance team and Grace Whitfield, head of membership data. Question received Sep 24, 2026, record updated October 1, 2026.

Question from the Kestrel finance team, Sep 24, 2026: Why does Active members in the monthly pack not match the paid member count in our finance export?

Active members in the pack18940paid or frozen, September
Paid members in the finance export18300pack figure less 640
Difference640frozen memberships
Hours to first answer4same day, sample timing

Active members in the pack counts every membership holding a Paid or Frozen status on the last day of the four-week period, which gives 18,940. The finance export counts Paid memberships only, which gives 18,300. The 640 difference is the frozen memberships. Neither figure is wrong: they answer two different questions, and the pack names its definition on the page where the figure appears.

Pack: Active membersFinance export: paid members
What it countsMemberships with status Paid or FrozenMemberships with status Paid
Figure for the period18,94018,300
SourceMembership system, field membership.statusFinance export, paid memberships
Period basisFour-week period, taken on the last dayMatched to the pack period before comparing
OwnerArjun Mehta, Northfold AnalyticsKestrel finance team
Register statusEffective definitionNot in the register, Paid members is proposed

Source trail

Every answer carries the trail below, so the finance team can check the figure without asking again.

FieldValue
QuestionKestrel finance team, received Sep 24, 2026
Pack figureActive members = 18,940
DefinitionCount of memberships with status Paid or Frozen at period end
SourceMembership system, membership.status
PeriodFour-week period, last day of the period
Paid only18,300 (pack figure less 640 frozen memberships)
Difference640 = memberships with status Frozen
RegisterActive members, effective, definition owner Arjun Mehta
Answered bySofia Reyes, Sep 24, 2026, with both definitions attached

What a consultant is still picking up

Routed to a person: should frozen members count as active?

Whether frozen members count as active is a definition question, not a routine answer, so Sofia Reyes routed it to Arjun Mehta on Sep 24 instead of answering it. Arjun decides with Grace Whitfield whether the register needs a separate Paid members measure beside Active members. The proposal is in Client review, owned by Sofia Reyes. Until Grace decides, the pack keeps Active members as defined and finance keeps seeing a 640 gap that both sides can now explain. If there is no decision by Oct 5, the October pack prints both figures with their definitions side by side.

Definitions under review

Eight Kestrel Fitness definitions are under review: Paid members, Average membership length and Trial conversion rate wait in Client review; Freeze rate, Class fill rate and Visits per active member are in Collision check; Failed payment rate and Net membership change are Proposed.

Which questions are answered how

Answer directly

Same day Any senior analyst

Use when the figure is already in the pack, with the same definition, period and source. The reply carries the figure, the definition, the period and the source in one message.

Example. The Active members figure for the period, with the register entry attached. Nothing needs checking because nothing is recalculated.

Answer after a check

Checked before sending Second reader

Use when the figure is not printed in the pack but can be rebuilt under an existing definition, or when a source arrived late or incomplete. A second analyst or Arjun Mehta confirms the figure before it is sent.

Example. Visit totals for the one club whose check-in feed arrived 36 hours late. The answer says the total is incomplete and names the date the feed is expected to catch up.

Route to a person

Named owner Client is told

Use when the question is about what a definition should be, whether a figure is correct, or what caused a change. The client receives a note that a consultant is picking it up, with the owner and the date to expect an answer.

Example. Whether the September change in members can be credited to the call program for members inactive for 21 days. Arjun Mehta recorded it as observed alongside the action, not attributed to it, because there is no comparison group.

Repeated question

Pack review Arjun Mehta decides

Use when the same question arrives a second time. Arjun Mehta asks whether the pack itself should change instead of answering it again.

Example. Active members against paid members. If Grace Whitfield approves Paid members, a one line reconciliation between the two figures is proposed for the October pack, so the question stops arriving.

Question log, four weeks to Oct 1 (sample figures)Result
Questions logged23
Answered from the existing pack14 of the 22 answered (64 percent)
Reached a senior analyst8
Still open1, the frozen members question routed on Sep 24
Median time to first answer3 hours
Repeated questions that became a pack change0 so far, 1 proposed

Follow-up

Open items on this question
✓Send the figure, both definitions, the period and the source to the finance team (Sofia Reyes, Sep 24)
✓Route the definition question to Arjun Mehta (Sofia Reyes, Sep 24)
✓Log the Active members and Paid members collision in the register (Sofia Reyes, Sep 25)
Decide with Grace Whitfield whether Paid members sits beside Active members (Arjun Mehta, before Oct 5)
Confirm with the finance team that its export uses the same period end as the pack (Sofia Reyes, Oct 2)
If Paid members is approved, add the reconciliation line to the October pack (Sofia Reyes, Oct 5)
Review the question log and any repeated questions at the weekly check-in (Arjun Mehta, Oct 8)

Who answered

SRSofia ReyesSenior analyst, Northfold Analytics, answered the question
AMArjun MehtaAnalytics lead, Northfold Analytics, owns the routed definition question
GWGrace WhitfieldHead of membership data, Kestrel Fitness, decides the definition

Demo client portal. Northfold Analytics, Kestrel Fitness, the people and every figure are fictional sample data. Built on FuseBase.