Tera Integrations — How Tera Connects to Your Existing Stack
AI-Driven Personalization
Intelligent protocol execution powered by advanced machine learning algorithms that adapt to individual health profiles and behavioral patterns in real-time.
Hybrid AI + Human Care
Seamless escalation pathways connecting AI agents with practitioners and coaches for comprehensive care delivery that balances automation with expert oversight.
Commerce Activation
Integrated marketplace across food, supplements, lab services, and health products that transforms recommendations into actionable purchases.
Modular Partner Integration
Flexible architecture designed for partner-specific customization without requiring core infrastructure replacement or extensive development cycles.
Tera Sits Beside Your Systems — Not On Top of Them
Tera is designed as an AI intelligence, personalization, and execution layer that connects seamlessly to the systems you already run—labs, wearables, clinics, commerce platforms, and media networks—without replacing your core infrastructure. Our architecture serves as a bridge between your existing technology investments and the personalized health experiences your users demand.
Unlike monolithic platforms that require costly migrations and complete system overhauls, Tera integrates alongside your current tech stack through secure, modular data pipelines. This approach preserves your existing workflows, protects your technology investments, and accelerates time-to-value by eliminating the need for disruptive replacement projects. Whether you're a healthcare provider with established EMR systems, a commerce platform with sophisticated inventory management, or a wearable manufacturer with proprietary data streams, Tera adapts to your architecture rather than forcing you to adapt to ours.
What Tera Enables
- ✓Real-time health data interpretation and actionable insights
- ✓Personalized nutrition and supplement recommendations
- ✓Practitioner-supervised care protocols with AI augmentation
- ✓Commerce integration for food-as-medicine activation
- ✓Retail media monetization with health-aware targeting
Integration Benefits
- ✓No disruption to existing clinical or operational workflows
- ✓Rapid deployment through standardized API connections
- ✓Partner-specific customization without custom development
- ✓Scalable architecture that grows with your business
- ✓Enterprise-grade security and compliance built-in
Tera Is an Infrastructure Layer — Not a System of Record
Understanding Tera's architectural philosophy is critical to recognizing its value proposition. Tera does not attempt to replace the mission-critical systems that form the backbone of your operations—your EMRs, EHRs, lab information systems, wearable data platforms, ecommerce engines, or retail media stacks. These systems serve essential functions as systems of record, maintaining authoritative data sources and managing core business processes that have been optimized over years of refinement.
Instead, Tera functions as the AI-driven personalization and execution layer that sits adjacent to these systems, activating intelligence across your entire ecosystem. Think of Tera as the connective tissue that unifies disparate data sources and transforms raw information into personalized action. By aggregating health data, behavioral signals, product catalogs, practitioner insights, and commerce capabilities, Tera creates a unified context engine that powers real-world daily guidance and measurable health outcomes.
What Tera Does NOT Replace
- ✓Electronic Medical Records (EMR) systems
- ✓Electronic Health Records (EHR) platforms
- ✓Laboratory information management systems
- ✓Wearable device cloud infrastructure
- ✓Ecommerce and point-of-sale platforms
- ✓Retail media and advertising technology stacks
Integration Benefits
- ✓Clinical and diagnostic health data from multiple sources
- ✓Behavioral patterns and user engagement signals
- ✓Product catalogs, inventory, and pricing data
- ✓Practitioner oversight and clinical decision support
- ✓Commerce activation and transaction orchestration
- ✓Monetization through personalized retail media
"Tera transforms disconnected health data into coordinated action, bridging the gap between what systems know and what users need to do next."
How Tera Connects to Your Stack
Tera's integration process is designed to be straightforward, secure, and minimally disruptive to your existing operations. Our approach prioritizes practical implementation over theoretical perfection, recognizing that every partner has unique technical requirements, compliance obligations, and operational constraints. The integration flow adapts to your specific architecture while maintaining consistency in how Tera processes and activates data across different partner ecosystems.
Partner Data Access
Partners provide API access, secure data feeds, or batch export capabilities using their preferred method. Tera supports multiple integration patterns including REST APIs, webhooks, SFTP, and direct database connections.
Schema Mapping
Tera's data ingestion layer maps your schema to our internal context engine, handling field transformations, data type conversions, and semantic enrichment without requiring changes to your source systems.
AI Interpretation
Machine learning agents analyze ingested data, applying clinical reasoning, nutritional science, and behavioral insights to generate personalized recommendations and actionable protocols.
Protocol Routing
Recommendations are routed to appropriate channels—Companion App for end users, TeraPro workflows for practitioners, or back to partner systems via API—ensuring guidance reaches users through their preferred touchpoints.
Commerce Activation
Product recommendations, meal plans, and supplement protocols trigger commerce workflows, connecting health guidance to purchasing opportunities across food, supplements, lab tests, and services.
Outcomes Tracking
Adherence data, health outcomes, and engagement metrics flow back to partner systems via API or dashboard, closing the loop and enabling continuous protocol optimization based on real-world results.
This standard integration pattern scales across all partner types while accommodating specific requirements. Clinical partners may emphasize HIPAA compliance and practitioner oversight. Commerce partners prioritize real-time inventory synchronization and transaction attribution. Wearable manufacturers focus on continuous data streaming and low-latency signal processing. Tera's modular architecture supports these diverse needs through a common integration framework that adapts to each use case without requiring custom development for basic functionality.
Integration Categories
Tera's integration architecture spans six core categories, each designed to address specific data sources, workflows, and use cases across the health and commerce technology landscape. Understanding these categories helps partners identify relevant integration points and envision how Tera connects to their existing infrastructure.
EMR / EHR Interoperability
Clinics & Practitioners
Purpose:
Enable bidirectional exchange of diagnoses, lab results, medications, and treatment adherence data between Tera and clinical systems of record.
Architecture:
FHIR-ready endpoints with OAuth-based secure access, HL7 support on roadmap, configurable for one-way or bi-directional data exchange based on partner requirements.
Used For:
Hybrid care supervision combining AI guidance with practitioner oversight, protocol safety validation against contraindications, visit preparation summaries, and clinical outcomes reporting.
Status:
Implemented per partner deployment with schema mapping customized to each EMR/EHR system.
Lab & Biomarker Data Ingestion
Diagnostic Testing Providers
Purpose:
Transform raw laboratory results and biomarker data into explainable health protocols and personalized nutrition recommendations.
Architecture:
Supports webhooks for real-time results delivery, batch file ingestion for retrospective data, direct API ingestion, and flexible partner schema mapping layer.
Used For:
AI-driven interpretation of complex biomarker panels, automated retesting loop recommendations, personalized nutrition and supplement protocols based on deficiencies and metabolic markers.
Status:
Production-ready with support for major lab result formats including HL7, PDF parsing, and custom CSV schemas.
Wearables & Sensor Data Pipelines
Connected Health Devices
Purpose:
Convert continuous physiological signals—HRV, sleep stages, recovery metrics, glucose levels, and activity patterns—into real-time adaptive guidance.
Architecture:
OAuth user authorization flows, high-frequency time-series stream ingestion, session-based signal analysis with anomaly detection.
Used For:
Real-time protocol adjustments based on recovery status, metabolic state interpretation from CGM data, longitudinal trend analysis for protocol efficacy assessment.
Status:
Integration framework supports most major wearable APIs with partner-specific customization for proprietary metrics.
Commerce, Catalog & Inventory Systems
Food & Supplement Retailers
Purpose:
Activate food-as-medicine and personalized product recommendations by connecting health protocols to purchasable products and services.
Architecture:
SKU/UPC ingestion with nutritional data enrichment, menu and recipe database ingestion, real-time availability and out-of-stock synchronization, price and promotion data integration.
Used For:
Product recommendation APIs that understand health constraints, intelligent basket optimization for nutritional goals, smart swap and substitution suggestions.
Status:
Modular catalog ingestion supporting multiple commerce platforms and data formats.
Grocery Retail Media & CPG Activation
Retail Media Networks & Brands
Purpose:
Monetize health personalization at the point of decision through intelligent product placement and condition-targeted promotions.
Architecture:
Sponsored product placement endpoints, health-rule-aware targeting engine that respects clinical constraints, campaign management and attribution APIs.
Used For:
Condition-specific product promotions that align with user health goals, private-label product optimization, outcome-tracked retail media with health attribution.
Status:
Beta with select retail partners, designed for compliance with health marketing regulations.
Partner Applications & White-Label Products
Consumer Health Platforms
Purpose:
Embed Tera AI agents directly into partner user interfaces, enabling seamless in-app experiences without requiring users to switch platforms.
Architecture:
Server-to-server REST APIs with comprehensive documentation, JavaScript SDK and mobile SDK on roadmap, webhook infrastructure for events and real-time updates.
Used For:
Embedded AI Nutrition Coach within partner apps, contextual product and menu recommendation widgets, hybrid care escalation flows to human practitioners.
Status:
API-first architecture with multiple partners in production, SDK capabilities expanding based on partner feedback.
Enterprise-Grade Security & Data Governance
Security and compliance are foundational to Tera's architecture, not afterthoughts added to meet partner requirements. Every integration is built on enterprise-grade security controls that protect sensitive health information while enabling the data flows necessary for personalized care. Our approach balances the regulatory requirements of healthcare data with the performance needs of real-time AI processing, ensuring that security enhances rather than impedes the user experience.
Authentication & Access
- OAuth 2.0 token-based authentication
- Role-based access controls (RBAC)
- Multi-factor authentication support
- API key rotation policies
- Session management and timeout controls
Data Protection
- Encryption at rest using AES-256
- TLS 1.3 encryption in transit
- Partner-specific data isolation
- Automated data anonymization options
- Configurable data retention policies
Compliance & Auditing
- HIPAA-aligned architecture and controls
- Comprehensive audit trails for all data access
- Regular security assessments and penetration testing
- Compliance documentation and BAA support
- Incident response protocols and notifications
Data Ownership & Control:
Partners maintain complete ownership of their data. Tera processes information under clearly defined terms, and partners can request data deletion, export complete audit logs, or modify access permissions at any time. Our data governance model ensures transparency and gives partners the control they need to meet their own compliance obligations.
How Integrations Are Deployed Today
Transparency about our current integration capabilities helps partners set realistic expectations and plan successful implementations. Tera takes a pragmatic, partner-first approach to integrations that prioritizes working solutions over theoretical certifications. Rather than pursuing lengthy vendor marketplace certifications or building speculative pre-integrated connectors, we work directly with each partner to implement integrations that meet their specific needs and timeline.
Partner-Specific Implementation
Each integration is implemented in collaboration with your team, ensuring alignment with your technical architecture, security requirements, and business workflows. This approach delivers working integrations faster than waiting for generic marketplace approvals.
Custom Schema Mapping
Tera adapts to your data structures rather than forcing you to conform to rigid schemas. Our mapping layer handles the translation between your systems and Tera's context engine, preserving your existing data models and reducing implementation complexity.
Phased Deployment Path
Integrations launch through a structured progression—sandbox environment for development and testing, pilot deployment with limited users to validate functionality, and production rollout once all stakeholders confirm readiness.
Rapid Implementation Cycles
By eliminating dependency on lengthy IT modernization projects and vendor certification processes, Tera integrations typically move from kickoff to production in weeks rather than months, accelerating time-to-value for both partners and end users.
What Tera Integrations Do NOT Require
What Becomes Possible Once Tera Is Connected
The true value of Tera's integration architecture emerges not from individual connections, but from the compound capabilities that arise when multiple data sources converge within a unified AI-driven personalization layer. Once integrated, partners can offer experiences and business models that were previously impossible or prohibitively expensive to build independently.
AI Nutritionist Inside Your App
Embed a sophisticated AI nutrition coach directly into your existing application, providing users with personalized dietary guidance that understands their health conditions, lab results, and food preferences without leaving your platform.
Protocol-Driven Commerce
Transform clinical protocols and nutrition recommendations into actionable commerce opportunities, connecting users to the exact foods, supplements, and services they need to execute their health plans.
Lab-Powered Chronic Condition Programs
Launch comprehensive disease management programs that combine diagnostic testing, AI-powered protocol generation, practitioner oversight, and commerce activation into cohesive member experiences.
Wearable-Driven Adaptive Nutrition
Deliver nutrition and supplementation guidance that adapts in real-time based on recovery status, sleep quality, glucose levels, and activity patterns captured by wearable devices.
Practitioner-Supervised Hybrid Care
Scale clinical capacity by combining AI-generated protocols with human oversight, enabling practitioners to supervise more patients while maintaining quality of care and clinical accountability.
Biology-Based Retail Media
Create a new retail media category where product promotions are targeted not just by demographics or purchase history, but by users' actual biological needs and health goals, driving both monetization and health outcomes.
"Integration isn't just about connecting systems—it's about unlocking entirely new categories of health experiences and business models that couldn't exist in siloed architectures."
Integration Categories
Spanning clinical, wearables, lab, commerce, media, and application ecosystems
Weeks to Production
Typical timeline from integration kickoff to live deployment with real users
Partner Data Control
Complete ownership and governance of your data with full audit capabilities
Connect Your Stack to the Intelligence Layer of Health Optimization
Whether you operate laboratory networks, manufacture wearable devices, run clinical practices, manage commerce platforms, or build consumer health applications—Tera provides the AI and execution infrastructure to activate personalization without rebuilding your technology stack. Our integration architecture is designed to amplify your existing investments, not replace them, creating new value on top of the systems you've already built and refined.
Ready to explore how Tera integrates with your specific technology environment? Our integration architects are available to walk through your architecture, discuss technical requirements, and map out an implementation plan that aligns with your business timeline and technical constraints.
Schedule a Demo