140—
$0—
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$0est.
Revenue & UsersMRR Users
CompetitorModelWorks
—VS—
Their quality55
AggressionLow
Product Quality40
Brand Hype45
Team Morale72
Unit Economics
ARPU—
Churn (monthly)—
LTV / CAC—
Infrastructure1 cluster
Compute capacity3,800
Utilization4%
Infra opex$520/day
Headcount4
⚙️
ML Engineers$9k/mo · quality & scale
2
📈
Sales / GTM$6k/mo · new user acquisition
1
🔬
Researchers$11k/mo · generate R&D points
1
Payroll / month$0
R&D points / day—
Recruiting fee$8,000 / hire
Severance$5,000 / exit
Engineers raise quality and handle scale. Sales drive user acquisition. Researchers earn R&D points that unlock permanent upgrades.
Marketing budget$0/day
Spend drives brand hype, which compounds into organic signups. It also burns cash every single day.
Pricing$29/seat
Higher prices boost ARPU but increase churn and slow acquisition. Enterprise pricing needs enterprise quality.
Compute
Adds capacity and daily opex. Overloading your clusters destroys quality and spikes churn.
FundraisingSeries A
—
Counter-Moves
One-shot moves to jolt the company forward when you need a push.
Achievements0 / 10
Company Feed0
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