Treat the call as a workflow
The engineering scope extends beyond generating speech: call management, conversation context, and human handoff need to work together.
A conversation is just the beginning.
Built from scratch and scaled a healthcare voice-agent platform, owning the frontend, backend, deployment, and ongoing operations.
1,000+ calls / day during pilots
Healthcare calls are part of a larger operational workflow. The platform brings call management, voice conversations, human handoffs, and operational review into one product.
The main stages of the product workflow, from start to outcome.
The engineering scope extends beyond generating speech: call management, conversation context, and human handoff need to work together.
Human handoffs are part of the product. The interface should make the conversation and next action understandable to an operator.
Evaluation and observability belong alongside orchestration, so a team can examine behaviour and improve the workflow over time.
VoiceGrid handles more than 1,000 calls per day during healthcare pilots. I own the product from its initial build through deployment, scaling, and ongoing operations.