The market opportunity, our roadmap to success, and what we're building.
Why current solutions fail users
The gap: More data than ever, but no unified intelligence layer connecting it all
Key players we integrate with — $76B+ market in 2024
Sources: Crunchbase, Sacra, Company Reports, IDC Wearables Market Data
Three forces converging at a unique inflection point
The company that captures this convergence will define the next era of human wellness.
Combined market opportunity by 2030-2033
Sources: Grand View Research, Markets and Markets, Precedence Research
Market maturity and timing opportunity
Perfect timing: Early majority adoption phase — maximum growth potential
Market projection at 38.8% CAGR
Source: Fortune Business Insights, Grand View Research
Market sentiment and adoption signals
Sources: Deloitte Consumer Survey, Market.us Research
Our vision for transforming how people understand their wellness
From heuristics to federated learning — a principled path to AI wellness
Rule-based intelligence engine. Expert-derived thresholds. LLM for natural language generation.
Train baseline models on aggregated data. Establish population benchmarks.
User-specific fine-tuning layers. LoRA-style adapters (1-10M params per user).
Cross-modality attention. Unified embeddings across all data types.
Next-day forecasting. Intervention optimization. Causal inference.
On-device training. Privacy-preserving model updates. Decentralized intelligence.