Device
Receive input, provide perceivable responses and act within supported capabilities.
Core technology
Connect capabilities into a complete product.
A useful experience depends on more than one capability. Models, voice, context, devices and software need to work toward the same product outcome.
From a person’s need to a result they can perceive.
Hear
Speech recognition
Understand
Models & context
Express
Voice & character
Respond
Device response
Coordinated within product rules and permissions
Help a product listen and respond appropriately.
Multiple model services are connected; voice and model combinations are selected for the product.
Permitted information
context
personalization
user controls
The user chooses and manages the permitted information
Build continuity with clear boundaries.
Long-term memory, continuity across devices and complete deletion propagation remain ongoing development areas.
Request
authorization
bounded execution
result feedback
Report incomplete or uncertain results honestly
Connect a request to a result that can be checked.
Receiving a request and completing it on a device are different states. Execution capabilities are scoped to each project.
Platform & operationsServices & feedback
DeviceInput & response
AppSettings & controls
ESP32 · BK7258 · Android / Linux
Coordinate the different parts of one product.
Evaluate a specific board, firmware and software combination. A chip name does not establish whole-product validation.
Permissions and consent
observation
update validation
failure and recovery
Make control, updates and recovery part of engineering.
Safety, privacy, cost and operational evidence inform the product lifecycle; scope is agreed per project.
The right model and voice for the product.
DeepSeek, Z.AI, Qwen, Doubao, Kimi, Gemini and OpenAI model services are connected. Model, voice and interaction combinations are chosen for the specific product.
DeepSeek · Z.AI · Qwen · Doubao · Kimi · Gemini · OpenAI
- Listen: speech recognition
- Understand: model and context
- Respond: voice and representation
- Check: what the user actually experiences
A connected model service does not imply equal support across every version, modality or device. Selection, resources and compatibility are scoped per project.
Personalization needs continuity and choice.
An avatar and a voice make an interaction tangible. Identity, permitted context and user control shape how an experience continues. A digital-life experience involves more than appearance.
- Representation: default characters, product characters or authorized materials.
- Context: use only the information permitted in that situation.
- Control: saving, correcting, stopping use and deletion each require actual implementation.
Long-term memory, continuity across bodies and full user-control workflows are ongoing development areas. Availability is described for each product.
Character & voicePermitted contextUser controls
A request needs a clear action and outcome.
- 01Request
- 02Check permission
- 03Execute & report
When the outcome is uncertain, say so clearly.
- 04Confirm outcome
Agents and tools operate within product permissions and device capabilities. A received request, server processing and actual device completion are reported separately, including uncertainty.
Complete agent execution and its surrounding controls are developed and validated per project. This page does not execute real actions.
Devices, apps and operations each have a role.
App
Express settings and control intent, and make state understandable.
Platform & operations
Coordinate services, configuration, versions and operational feedback.
Hardware work spans ESP32, BK7258 and Android/Linux directions. Integration requires a specific board, firmware, interface and resource assessment; chip names do not establish whole-product validation.
Engineer for trust and continued operation.
- Permissions, consent and rights to materials.
- Personal information and separation of different people’s contexts.
- Versions, updates, failure states and recovery.
- Usage, cost and operational feedback that can be checked.
Scope integration and deployment around your product.
Service integration
Define interfaces, product capabilities and responsibilities.
Private platform deployment
Discuss platform deployment, resources and operational scope.
Private ASR / TTS
Assess selected engines, licenses and hardware resources.
The platform, voice services and individual models have separate deployment conditions. Connecting a commercial model API does not imply local access to its weights.
Discuss your requirements