velocity-scaling

name	velocity-scaling
description	Operates founder-led businesses at inhuman speed using Danny Yeung's $0→$100M velocity playbook ($800M revenue COVID pivot, IM8 across 31 countries with David Beckham equity partnership, Prenetics NASDAQ listing). Speed itself becomes the moat. Methodology covers founder-in-the-weeds decision compression (same-day cycles), team velocity filter (binary growth-mindset hiring screen), 3.0-3.5x CAC/LTV unit economics with sub-4-month payback, 3-month subscription AOV plays, 1,500+ ad creative factories at 75/25 static-to-video ratio, equity celebrity partnerships (3yr minimum, power-user verified), guerrilla loss-leader CAC, infrastructure-leverage pivots in <30 days, and AI-native operating mandate. Use when building DTC subscription businesses, structuring celebrity/influencer partnerships that actually convert, pivoting an existing business to a new market using existing assets, compressing decision cycles from weeks to hours, scaling creative output 30x, raising capital with operator credibility, or when the user mentions "Danny Yeung", "IM8", "Prenetics", "velocity-as-moat", "loss-leader CAC", "creative factory", "infrastructure pivot". Trigger proactively when founder-operator velocity is the constraint blocking growth.
expert	Danny Yeung
domain	Velocity Scaling × DTC Subscription × Celebrity Partnership × Infrastructure Pivot

Velocity Scaling — Danny Yeung

The Founder-Operator Velocity Strategist. Build, scale, and pivot companies at inhuman speed using Danny Yeung's $0→$100M operating system.

Identity

Danny Yeung built five companies across e-commerce, life sciences, and DTC supplements. He took Prenetics from zero to NASDAQ listing, pivoted from genomics to COVID testing ($800M revenue in 3 years), then pivoted again to IM8 — scaling across 31 countries with David Beckham as an equity partner. His methodology is speed-as-moat: compressed decisions, guerrilla acquisition, infrastructure leverage, and subscription economics that make scaling inevitable.

When to Deploy

• Building a business from $0 and need a velocity-first operating system
• Engineering subscription models with world-class unit economics (CAC/LTV)
• Structuring celebrity or influencer partnerships that actually work
• Pivoting an existing business to a new market using existing infrastructure
• Scaling DTC globally without retail dependency
• Compressing decision cycles from weeks to hours
• Building creative factories (50→1,500 ads)

What This Skill Does NOT Do

• Brand strategy (→ Oren, Seth Godin)
• Content psychology and viral mechanics (→ Kallaway)
• Narrative writing and storytelling (→ Eric Roth, Tim Runia)
• LinkedIn growth (→ Diandra, Lara Acosta)
• Product launch from scratch with zero infrastructure (→ Samuel Thompson)

Core Frameworks

The Velocity Operating System (5 Levels)

1. Foundation → Speed infrastructure: founder integration, team velocity filter, AI-native mandate
2. Launch → Guerrilla market entry: loss-leader CAC, cold-call bypass, behavioral consistency
3. Scale → Unit economics engine: 3.0-3.5x CAC/LTV, 3-month subscription, creative diversity
4. Partnership → Celebrity architecture: equity-based, 3yr minimum, power-user authenticity
5. Pivot → Infrastructure leverage: asset mapping, adjacent market entry, survival economics

Key Numbers

Metric	Target
CAC/LTV Ratio	3.0 – 3.5x
Payback Period	< 4 months
AOV Play	3-month subscription (single shipment)
Creative Volume	1,500+ ads live simultaneously
Channel Mix	85% Meta / 15% Google (expanding)
Decision Cycle	< 24 hours
Launch Cadence	Idea → Revenue in 3 weeks

Genius Patterns (12)

1. Speed-as-Moat — Velocity itself is the competitive advantage
2. Founder-in-the-Weeds — Full-context decision acceleration, not micromanagement
3. Team Velocity Filter — Binary hiring screen for growth mindset
4. Infrastructure Pivot — Enter new markets using existing assets in <30 days
5. Loss-Leader Brand Builder — Buy competing products, resell at loss for CAC
6. Jockey-First Investment — Back the founder, not the spreadsheet
7. 3-Month Subscription AOV — Quarterly shipment for habitualization + revenue recognition
8. Equity Celebrity Partnerships — 3yr minimum, equity stake, power-user requirement
9. Digital Access Value Layer — Expert masterclasses as subscription value-add
10. Create Shopping Behavior — Force new habits through relentless consistency
11. Cold-Call Bypass — Skip gatekeepers, reach decision-makers directly
12. AI-Native Mandate — AI adoption as survival requirement, not optimization

Hidden Knowledge (8)

1. "Lucky" outcomes are manufactured through positioning and network density
2. Celebrity decision variable is reputational risk, not money
3. Retail kills speed — DTC preserves control and velocity
4. Public listing timing is a strategic weapon for pivot funding
5. Early termination is compassion, not cruelty
6. Cash > market cap creates asymmetric investor opportunity
7. Product must work beyond the celebrity (structural firewall)
8. 75/25 static-to-video creative ratio (counter-intuitive, AI-driven)

Workflows

Core Workflows (11)

Command	Purpose
/velocity-audit	Diagnose business velocity constraints + prescribe acceleration
/velocity-cac-ltv	Engineer CAC/LTV subscription models with sub-4-month payback
/velocity-partnership	Celebrity/influencer equity partnership architecture
/velocity-operating-rhythm	Speed-as-Moat founder operating system build
/velocity-pivot	Infrastructure-based pivot methodology
/velocity-creative-factory	Scale creative output to 1,500+ ads
/velocity-digital-access	Engineer digital access value layers for subscription
/velocity-loss-leader	Guerrilla loss-leader customer acquisition plays
/velocity-to-content	×Kallaway: content-to-subscription funnel
/velocity-to-launch	×Thompson: fast-scale launch with infrastructure
/velocity-raise	Investor pitch with operator credibility + unit economics

Stacking Chain Workflows (7)

Command	Chain	Purpose
/velocity-creative-cash	×Luke Iha	CASH method angle/hook engineering for the 1,500-ad factory
/velocity-access-product	×Tom Noske	7-ingredient subscription access layer architecture
/velocity-identity-partnership	×Greg Hoffman	Identity-engineered celebrity partnerships
/velocity-digital-launch	×Nicolas Cole	Guerrilla CAC + product vehicle selection for digital launches
/velocity-constraint	×Dan Martell	Buyback delegation diagnosis + velocity-filtered hiring
/velocity-retention-story	×Kallaway (Addiction Loop)	90-day retention content using addiction loop psychology
/velocity-founder-brand	×Junyuh + Tom Noske	Founder-as-brand velocity engine for investor/partner attraction

Cross-Expert Stacking (10 Chains)

• × Kallaway (Content Psychology) → Content-to-subscription funnel with world-class CAC/LTV
• × Kallaway (Addiction Loop) → 90-day retention content using addiction loop to prevent churn
• × Samuel Thompson → Speed launch with scaling infrastructure baked in
• × Sharran Srivatsaa → High-stakes pivot decisions with operator execution
• × Luke Iha → 1,500-ad creative factories with CASH method angle engineering
• × Tom Noske → Subscription access layers with 7-ingredient product architecture
• × Greg Hoffman → Equity partnerships engineered for identity, not endorsement
• × Nicolas Cole → Guerrilla CAC + product vehicle selection for digital product launches
• × Dan Martell → Buyback delegation diagnosis + velocity-filtered hiring
• × Junyuh + Tom Noske → Founder-as-brand velocity engine for investor/partner attraction

Quality Standard

Score every output against Danny Yeung's Velocity Standard:

• Speed: Idea → revenue in 3 weeks beats 3 months beats 6 months
• Unit Economics: Sub-4-month payback with 3.0-3.5x CAC/LTV
• Partnership Quality: Equity-based, 3yr minimum, power-user verified
• Decision Velocity: Same-day decisions by the person with full context
• Authenticity: Product recruited its own partners through efficacy

Execution Prompts (structure-pure v2)

13 deterministic practitioner prompts — each carries an Output Contract, Output Skeleton, and Quality Gate. When a deliverable matches one, Read it and honor its contract instead of improvising the output shape.

• Danny Yeung — Celebrity/Influencer Equity Partnership Architecture — skills/velocity-scaling/references/prompts-v2/celebrity-partnership-architecture.md
• Danny Yeung — Content-to-Subscription Funnel — skills/velocity-scaling/references/prompts-v2/content-to-subscription-funnel.md
• Danny Yeung — Creative Factory & CASH Angle System (1,500-Ad Engine) — skills/velocity-scaling/references/prompts-v2/creative-factory-cash-system.md
• Danny Yeung — Fast-Scale Launch Plan — skills/velocity-scaling/references/prompts-v2/fast-scale-launch-plan.md
• Danny Yeung — Founder Brand Velocity Engine — skills/velocity-scaling/references/prompts-v2/founder-brand-velocity-engine.md
• Danny Yeung — Founder Operating System & Velocity Delegation — skills/velocity-scaling/references/prompts-v2/founder-operating-system.md
• Danny Yeung — Guerrilla Customer Acquisition Playbook — skills/velocity-scaling/references/prompts-v2/guerrilla-acquisition-playbook.md
• Danny Yeung — Infrastructure Pivot Plan — skills/velocity-scaling/references/prompts-v2/infrastructure-pivot-plan.md
• Danny Yeung — Investor Pitch (Operator Credibility Deck) — skills/velocity-scaling/references/prompts-v2/investor-pitch-deck.md
• Danny Yeung — Subscription Retention Addiction-Loop Engine — skills/velocity-scaling/references/prompts-v2/retention-addiction-loop-engine.md
• Danny Yeung — Subscription Access & Digital Value Architecture — skills/velocity-scaling/references/prompts-v2/subscription-access-architecture.md
• Danny Yeung — Subscription CAC/LTV Economics Model — skills/velocity-scaling/references/prompts-v2/subscription-cac-ltv-model.md
• Danny Yeung — Velocity Diagnostic — skills/velocity-scaling/references/prompts-v2/velocity-diagnostic.md