Embedded product Q&A and business assistants
Tasks: user questions, tools, permissions and confirmation steps.
LLM applications & agents
Integrate language models into products and workflows with tailored prompts, tools and multi-turn interactions.
System path
Voice & triggers
Microphones, buttons, motion and wake words
Dialogue & knowledge
Speech recognition, LLMs and emotional interaction
Characters & terminals
Speech synthesis, plush interaction and device controls
Where it fits
Define integration conditions and validation around the actual task.
Voice-to-workflow coordination
Models & hosting: interfaces, runtime, latency targets and budget.
Intelligent interfaces for devices, platforms and services
Knowledge & context: business materials, updates and session state.
Start with these requirements.
Start with operating conditions. Define inputs, then agree on the technical approach and validation.
Download selection worksheetTasks: user questions, tools, permissions and confirmation steps.
Models & hosting: interfaces, runtime, latency targets and budget.
Knowledge & context: business materials, updates and session state.
Quality & boundaries: evaluation cases, fallbacks, logs and data management.
Development & handover
Agree on configuration, milestones and acceptance criteria for your project.
- Application flows, prompt configuration and tool interfaces
- Model integration, session management and business-system integration
- Evaluation cases, deployment notes and monitoring guide
Start with a real need.
Share your use case, existing conditions and expected outcome. Define the product and development scope together.