Developer tooling
In DevelopmentVoice AI Workflow Builder
From a natural-language requirement to a validated, platform-neutral automation workflow.
Live demo
Compile a requirement now.
This runs the real compiler in your browser — no model, no backend, no key. Describe an agent and it emits an importable n8n workflow, or refuses and tells you why.
The compiler reads your requirement against a fixed capability vocabulary. No model runs — so it cannot invent a capability, and it will refuse anything it does not recognise.
01 / THE PROBLEM
Why this matters.
Turning a conversational use case into an automation requires translating business intent into precise steps, integrations, and safeguards.
02 / THE DIRECTION
The proposed solution.
A capability-first compiler architecture: describe the use case, validate a typed specification, then compile through a platform adapter. n8n is the first intended output target; future adapters are architectural possibilities.
My role.
Designing and developing the workflow builder. Individual features remain subject to implementation and verification.
03 / ARCHITECTURE
How the pieces connect.
Conceptual flow — proposed architecture
- 01Natural-language requirement
- 02UseCaseSpec
- 03WorkflowSpec
- 04Platform adapter
- 05n8n workflow
04 / ENGINEERING DECISIONS
Designed with intent.
- Separate business intent from platform-specific configuration.
- Treat appointment scheduling, lead qualification, and customer support as composable capabilities.
- Use deterministic validation and human approval before consequential execution.
05 / EVALUATION APPROACH
What needs to hold true.
- Validate required fields and unsupported capabilities.
- Test compilation against representative scheduling, qualification, and support cases.
- Reject invalid specifications rather than generate misleading workflows.