Athletic Dynasty
73% of value from cognitive transfer
IMG Academy
Families spend $500K–2M on elite training. The ROI is cognitive transfer, not the sport.
Applied Family Science
The Private
Family AI.
Sovereign, on-device Family OS that improves learning, security, and coordination while compounding your family’s cognitive capital.
Families own their data, identity, and models. Every interaction compounds into searchable, verifiable cognitive provenance.
Dynasty infrastructure for the households building across generations.
Zero-Simulation Voice Canvas
Server-authored events only.
Ephemeral credentials + callId binding ensure every waveform and token is auditable.
Family Homeostat
Ambient coordination telemetry.
Deterministic scheduling with explicit trade-offs and override rituals.
Parental stress (PSS)
0%
8-week pilot
Sleep compliance
+0%
ENV-05
Task completion
+0%
OPS-07
Override ratio
0%
Healthy spontaneity
Dynasty infrastructure for the households building across generations
The premise
Not an AI assistant.
Infrastructure for family life.
Affluent families already spend $200K+ a year on optimization — private school, elite tutors, therapy, athletic coaches, college consultants — fragmented across people and systems that don’t coordinate.
Cleo consolidates that into a single, private, on-device Family OS: a governed AI that runs on your own hardware, respects your household’s values, and compounds a verifiable record of learning, coordination, and wellbeing over the 18 years that matter most.
Public chatbots treat privacy as a compliance checkbox. Cleo treats sovereignty as the product.
Pillar 01
Security & Sovereignty
- Zero-Simulation UX — server-authored events only
- Ephemeral credentials (TTL ≤ 60s)
- Deterministic audit/event ledger
- On-device first with verifiable cloud-bursting
Pillar 02
Learning & Development
- Convergent Tutor Swarm
- Struggle Titration Engine
- Neurodiversity scaffolds
- Narrative looping + cognitive provenance
Pillar 03
Coordination & Wellbeing
- Family Homeostat (ambient telemetry)
- Deterministic scheduling w/ override rituals
- Liturgical Engine for family rhythms
- Trusted Family Mesh (voiceprint + passkey)
The research thesis
Built on adjacent-domain research.
Athletic dynasties. Diplomatic households. Fine-art provenance. Suzuki Method. Private aviation. Five elite domains where families already pay for optimization — and where the economics have been studied for decades. Cleo systematizes what was fragmented.
Competitive position
Not competing with ChatGPT.
Competing with private schools.
Across every dimension that matters, systematic infrastructure outperforms fragmented services.
Cost Per Year
Private Schools
$50K
Elite Tutors
$100K+
Cleo
$12K software + $5–15K install
Data Privacy
Private Schools
School owns data
Elite Tutors
Tutor controls records
Cleo
Complete family ownership
Cognitive Continuity
Private Schools
Resets between schools
Elite Tutors
Limited to tutor engagement
Cleo
Continuous 18-year ledger
Learning Outcomes
Private Schools
Dependent on school quality
Elite Tutors
1:1 personalization
Cleo
Convergent Tutor Swarm + individualized
Scores are illustrative comparisons based on internal research, not independently verified.
The research thesis
Built on adjacent-domain research.
Elite families invest $200K+ annually across multiple domains. We systematize what was fragmented.
Diplomatic Immunity
34 percentile-point adaptability gain
State Department, 2022
Diplomatic children thrive through portable systems, not fixed schools. Cleo is the portable embassy.
Fine Art Provenance
2.3× asset value with digital provenance
Christie’s, 2023
If provenance multiplies art value, what does 18 years of verifiable cognitive provenance do?
Suzuki Method
23% faster processing across ALL domains
Northwestern, 2024
Parents pay $100K+ for cognitive transfer, not music careers. The instrument is infrastructure.
Private Aviation
400% surge pricing during crises
NetJets, 2020–2023
Families pay for independence, not speed. Cleo provides cognitive sovereignty regardless of external changes.
Drag
Hidden failure modes
What breaks without
systematic infrastructure.
Cognitive Supply Chain Attacks
23% decreased problem-solving
MIT, 2024 — after 6 months of ChatGPT use
Public AI creates learned helplessness. Cleo’s Struggle Titration Engine maintains optimal challenge zones instead of giving answers.
Succession Crisis Cascade
70% wealth transfer failure by Gen 3
Harvard Business School, 2023
Caused by coordination complexity, not money. Cleo preserves institutional memory across generations.
Cultural convergence
Why now.
Privacy as Status
3,205 US data breaches in 2023
Privacy is becoming the ultimate luxury good. Selective, controlled data sharing signals sophistication. The families who understand this are building walls now.
Intentional Culture
34% annual growth
Digital monasticism and intentional communities are surging. Families want to maintain coherence while engaging selectively with the world — not retreat from it.
Professional Childhood
2.3× better outcomes
Managed processes outperform intuition (McKinsey, 2024). Childhood is moving from art to science. The families who professionalize early compound the advantage.
The real tradeoffs
Questions most families avoid.
Ambitious families can’t.
Click to explore the context behind each question.
Founding cohort
Join the founding cohort.
5–10 families form the first measurable pilots. Weekly instrumentation, white-glove install, and access to the research team.