Case study · Talata Basketball · October 2026

35 players in March. 110+ today.

I coach Talata Basketball in Copenhagen. I'm the only head coach, and Claude does the admin. Here is what changed, in plain numbers.

Deng Awak in a Talata Basketball polo
Deng AwakHead coach, Talata Basketball · Founder, Rhynoflow
110+
players. We had 35 in March.
90%+
of fees collected. In April only 35% of parents paid on time.
17 h
of admin a week that Claude drafts and I check.
How it went

From one camp to 110+ players.

  1. 2021

    The first camp

    6 kids, three days, in Lithuania.

  2. 2022

    A Breakfast Club

    39 kids sign up in the autumn. Talata becomes a club in October.

  3. 2023

    Four camps

    Winter, summer, autumn and Christmas. The club joins DGI.

  4. 2024

    The first league team

    20 players in the national league. One coach. Every message, fee and schedule on my phone.

  5. February 2026

    I start using Claude

    First for the club website and small jobs.

  6. March 2026

    35 players

    Admin still by hand. Only 35% of parents pay on time. I start putting the club's prices, teams and rules in plain text files, so Claude answers from the real facts.

  7. June to September

    76, then 99 players

    New teams for juniors, minis and girls. Fees bill automatically. Claude reads the inbox and WhatsApp every morning and has the replies ready.

  8. October 2026

    113 players

    The most the club has ever had. 90%+ of fees in. Claude drafts about 170 messages a week and I check every one before it goes.

Players

How fast it grew.

3.2x35 players on 26 March, 113 on 8 October
+47%in 4 weeks, mid May to mid June
+14players in one week, Spring Camp in May
40 80 120 Apr May Jun Jul Aug Sep Oct +14 in one week 35 113

Players in the club's Holdsport member list, counted at every export from March to October 2026.

Money

Twelve months to collect. Now two.

Last season it took the whole year to collect the membership fees. This season, August and September alone brought in more.

12 monthsto collect last season's fees, August 2025 to July 2026

Fees collected, running total, as an index. August and September 2025 is 100.

100200300 AugSepOctNovDecJanFebMarAprMayJunJul 300 in two months last season, 12 months: 287

From the club's ledger, rates only. The club's kroner stay with the club. September 2026 is not over, so 300 will grow. Fees are billed twice a year, which is why last season's line climbs in steps. The August fee run alone was 2.6x August 2025. Across the whole club account, February to September is 1.7x the same months of 2025, and 1.4x with the camps counted.

One week

What Claude drafted in one week.

173 in total. By hand that is about 17 hours. I changed 23 of them. The rest went as written.

What it costs

About 18 times less than paying per use.

68.644 kr ($10,261)what Claude's work would cost if I paid per use

Both from 25 May to 7 October 2026.

How it works

One folder, and a queue on my phone.

How we counted

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