QMetrika Labs · Agent Canvas Model
The framework to design
AI agents before you code them
Stillness of thought first, then the technique.
3 phases, 4 canvas, 10 blocks each. Align business and technology before writing a single line of code.
Explore each phase below ↓How it works · 3 design phases
Phase 1 · Strategic
Governance & Adoption
Before choosing technology, define who sponsors the program, how it is governed and how to manage organizational change.
Executive mandate and sponsor
Governance model (AI Office / CoE)
Stakeholder map and resistances
Adoption roadmap (3 phases)
Change management and enablement
Organizational metrics and review cadence
Phase 2 · Technical
Agent Design
Define who uses the agent, what value it delivers, what technology it needs and how to ensure safe operation.
User segment and value proposition
Channels, personality and tone
KPIs and value sources
Base model, Control Flow Pattern
Partners, integrations and costs
Security and ethics guardrails
Phase 3 · Architecture
MCP Layer
Design the Model Context Protocol layer: what the server exposes, how it is transported, with what security and how it is observed.
Exposed tools
Server resources and prompts
Transport: stdio / HTTP+SSE / WebSocket
Authentication and access control
Observability and logging
Testing and deployment strategy
Features