Designed around
responsibility.

Banking puts the important questions in focus: what can the agent do, what must be verified, and when should a person take over? We begin with a tightly defined workflow and build around the institution’s requirements.

• Define permitted tasks and verification steps
• Specify exceptions and human escalation
• Agree on data access and deployment requirements

Customers switch languages, use regional accents and interrupt. Our speech work focuses on preserving meaning and context through those changes, with evaluation cases built around real customer interactions.

• Language switching within a conversation
• Accents, pronunciation and domain vocabulary
• Turn-taking and interruption scenarios

The voice is one part of the system. The operating process behind it determines whether the interaction is useful. Integration scope is established for each pilot, around the systems and authorised actions the customer needs.

• One workflow with an explicit success condition
• System access scoped to the required action
• A useful confirmation or handoff at the end

Our development approach uses task-specific evaluation and documented failure cases. We aim to build a growing body of appropriately sourced speech data, annotated scenarios and operational knowledge as the product develops.

• Evaluate intent and task completion
• Study language, timing and workflow failures
• Improve through permissioned feedback and measured outcomes