The inference layer for human biology — as an API.
Three endpoints. Signed responses with full provenance. Hardware- agnostic ingest via Terra-shape adapters, Apple Shortcuts, and user-mediated export. Build biological inference into any app — consumer wellness, employer cohort dashboards, supplement attribution, clinical adjacency. The data stays at the layer; you ship the insight.
Three endpoints. That's the whole API.
Continuum's surface area is intentionally small. Connect data, ask questions, read history. The complexity lives at the layer; your app ships the insight.
Cross-modal biological reasoning
Submit a natural-language query against a user's connected sources. Continuum runs sensor fusion across vendors, weights signals by confidence + cross-vendor agreement, and returns a signed inference with full citation lineage. Your app shows the insight; never sees the raw data.
POST api.continuum.health/v1/infer
Authorization: Bearer ${secret}
{
"user": "usr_8f2a91",
"query": "why am i tired today?",
"sources": ["auto"],
"context": {
"surface": "consumer-app",
"audience": "self"
}
}200 OK · 720ms · signed
{
"insight": "...",
"shortAnswer": "Three signals from four sources converged...",
"citations": [
{ "source": "dexcom", "weight": 0.32, "confidence": 0.98 },
{ "source": "oura", "weight": 0.22, "confidence": 0.94 },
{ "source": "whoop", "weight": 0.18, "agreement": 0.96 },
{ "source": "myfitnesspal", "weight": 0.18 },
{ "source": "apple-health", "weight": 0.10 }
],
"qualityScore": 0.92,
"signature": "0x4f1c..."
}Hardware-agnostic ingest
Connect a user's wearable, CGM, or wellness app via OAuth (Terra-shape adapter), Apple Shortcuts payload (server-side restriction proof), or direct export upload. Continuum normalizes vendor-specific schemas into 23 standardized fields and computes per-source confidence scoring on first ingest.
POST api.continuum.health/v1/connect
Authorization: Bearer ${secret}
{
"user": "usr_8f2a91",
"method": "oauth",
"vendor": "oura",
"redirect": "https://yourapp.com/cb"
}200 OK
{
"url": "https://api.continuum.health/oauth/oura/...",
"alternates": {
"shortcut": "https://...icloud.com/shortcuts/...",
"export": "POST /v1/connect/export with file=..."
}
}Synthesized longitudinal signal
Pull a user's lifetime baseline — synthesized across every vendor they've ever connected. Apple Watch 2024 + Whoop 2025 + Oura 2026 collapse into one continuous record with cross-vendor agreement scoring per field. The persistent biological record that follows the user across hardware churn.
GET api.continuum.health/v1/timeline
?user=usr_8f2a91
&fields=hrv,sleep,glucose
&range=90d
Authorization: Bearer ${secret}200 OK
{
"user": "usr_8f2a91",
"range": { "from": "2026-01-25", "to": "2026-04-24" },
"fields": {
"hrv": { "median": 52, "iqr": [44, 58], "agreement": 0.96 },
"sleep": { "median": 78, "iqr": [70, 84], "agreement": 0.94 },
"glucose": { "median": 96, "iqr": [88, 104], "agreement": 1.0 }
},
"vendors": [
{ "id": "oura", "first": "2026-01-25", "records": 90 },
{ "id": "whoop", "first": "2026-02-12", "records": 72 },
{ "id": "dexcom", "first": "2026-03-04", "records": 51 },
{ "id": "apple-health", "first": "2024-08-01", "records": 998 }
]
}What's under every endpoint.
Signed inference
Every response carries a signature over (insight + citations + timestamp). Audit trails for HIPAA, BIPA, and enterprise legal review come free.
Raw data never leaves
Inferences leave the layer. Raw biometric streams stay encrypted at rest. Your app sees the insight, your customer's GC sees the architecture.
Hardware-agnostic, by design
Apple, Oura, Whoop, Garmin, Dexcom, MyFitnessPal, Strava — plus 400+ via Terra-shape adapters. iOS Shortcut bypass for Apple lockdown. Export upload as the resilience path.
Sub-second median inference
Claude Sonnet 4.6 with prompt caching. P95 under 1.4s for typical queries. Built for real-time consumer surfaces and workflow integrations.
Free for builders. Usage-priced for platforms. Concentrated for enterprise.
Developer
Free
10K inferences / mo
- ·Up to 1,000 connected users
- ·All three endpoints
- ·Signed responses
- ·Community support
Platform
recommendedUsage
Per-user-per-month
- ·Unlimited inferences
- ·Custom retention windows
- ·SLA + dedicated support
- ·Workflow integrations
Enterprise
Contact
Employer · payer · clinical
- ·BAA / DPA / SOC 2
- ·Custom signing keys
- ·On-prem inference option
- ·Procurement support
From 5.5M to 100M in 18–24 months. The architecture, by milestone.
Hardware can't add 95M users in 24 months. The only motion that delivers users in millions per deal is concentrated B2B — payers, employers, pharma. The window is set by Apple's HealthKit rollout. See what Continuum looks like at 10M, 50M, and 100M.