Longitudinal context
Relate a new signal to a person’s baseline, goals, recent patterns, and prior interactions.
Activa Mesh platform brief
Connected health has the data. Activa Mesh gives it a point of view.
Activa Mesh turns permitted device, wellness, historical, and contextual data into an intelligent health experience that understands change over time and knows when to offer support.
The opportunity
Your devices measure. Activa Mesh understands.
Smart scales, wearables, companion apps, nutrition information, health history, goals, and program data are valuable on their own. Most still reach people as disconnected readings and charts.
Activa Mesh relates those signals to the person, their goals, and the moment. It can coordinate the right specialist intelligence and support the experience your customer already knows.
The platform
A health coach that does not wait to be asked.
Activa Mesh moves an experience from a reactive exchange to a continuous loop: observe, understand, anticipate, coordinate, support, learn.
CONNECTED DATADevices, apps, history, goals, and authorized health contextSmart scales · wrist wearables · nutrition · activity · sleep · recovery
ACTIVA MESHContinuous Health IntelligenceContext, policy, memory, tools, and orchestrationSPECIALIZED INTELLIGENCENutrition · activity · recovery · body composition · goals · GLP-1 · knowledgeOne coordinated system, not a collection of chatbots
UNIFIED HEALTH COACHTimely, contextual support in your existing experienceMany specialties. One companion.
What partners add
Intelligence where your users already are.
Agent orchestration
Bring the right expertise together behind the scenes while preserving one coherent customer relationship.
Proactive support
Recognize when several permitted signals move together and make an appropriate, non-diagnostic wellness suggestion.
Flexible deployment
Embed Activa Mesh in a partner product, private environment, hybrid deployment, or managed experience.
Customer-trained health intelligence
Your data. Your intelligence. Your model.
Activa Mesh can specialize appropriate open-weight models around a customer’s products, workflows, coaching philosophy, terminology, policies, safety boundaries, and desired AI behavior.
It does not mean training a foundation model from scratch. It means shaping a capable model so it understands how your health ecosystem should operate.
It may know what sleep, activity, nutrition, recovery, and body composition mean.
It can learn which patterns matter, when an agent should respond, when to retrieve more context, when to ask, and where its boundaries are.
CUSTOMER-TRAINED MODELHow the AI should behaveCoaching patterns, workflows, terminology, policies, communication style, tool selection, uncertainty, and escalation.
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CONNECTED KNOWLEDGEWhat the AI should know nowApproved content, research, product information, enterprise systems, APIs, and authorized data.
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LIVE CONTEXTWhat is happening with this personPermitted signals, preferences, health journey, goals, and the current moment.
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PERSONALIZED INTELLIGENCERelevant support within customer-defined boundaries
Technical readout
Specialized models should earn their way into production.
Activa Mesh Model Factory provides a governed way to select, specialize, evaluate, validate, deploy, measure, and improve customer-specific model variants.
01SelectChoose an appropriate foundation model and deployment target.
02SpecializeFine-tune behavior with curated examples, policies, workflows, and approved material.
03EvaluateCompare against a foundation baseline for the work that matters.
04ValidateReview quality, boundary handling, escalation, and structured outputs.
05Deploy and improveMeasure production behavior and evolve the model deliberately.
Control without lock-in
Keep the intelligence. Keep your options.
Activa Mesh sits above the underlying model. It can route workloads according to privacy, security, latency, capability, cost, data sensitivity, and organizational requirements.
A customer-trained model should not become a new lock-in. New open-weight, enterprise, private, local, and frontier-model options can be evaluated as they become relevant.
ACTIVA MESHAgents, context, orchestration, tools
CUSTOMER BEHAVIOR LAYERSpecialized model behavior, evaluation, governance
MODEL LAYERCustomer-trained · private or local · enterprise · frontier cloud
Built for partnership
Keep your product. Keep your customer relationship. Add continuous intelligence.
Activa Mesh complements an existing health-device, wellness, digital-health, or healthcare-technology ecosystem. It can work behind a current application, device experience, and infrastructure rather than asking a partner to replace what already works.