Voice Assistants That Shorten Support Queues
Design voice agents that resolve common requests and hand off cleanly.

Daniel Lee
Apr 6, 2025
Technology



Conversations That Move Work Forward
When something breaks, customers call. A good voice assistant recognises intent quickly, verifies identity without friction, and executes the next step—booking, status, reset—inside the systems of record. The experience should feel boring in the best way: predictable outcomes at any hour, with clean handoffs when needed.
Scope the first release:
Prioritise 3–4 intents: order status, booking/rescheduling, account access, invoice copy.
Write short, natural scripts; test pronunciation for brand and product terms.
Choose verification flows that match risk (OTP for sensitive tasks).
Define confidence thresholds that trigger human takeover.
Wire to real systems:
Read/write to CRM, helpdesk, and commerce/ERP; log every action.
Send confirmations via SMS/email; add call summaries to the case.
Use retries and rate limits to protect downstream services.
Track correlation IDs for rapid incident investigation.
Operate as a product:
Monitor containment rate, first-attempt success, and average handle time.
Review recordings weekly; tune prompts and TTS/ASR settings.
Expand intents only when quality holds steady for two weeks.
Publish an internal guide: capabilities, limits, pause/rollback steps.
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Voice Assistants That Shorten Support Queues
Design voice agents that resolve common requests and hand off cleanly.

Daniel Lee
Apr 6, 2025
Technology



Conversations That Move Work Forward
When something breaks, customers call. A good voice assistant recognises intent quickly, verifies identity without friction, and executes the next step—booking, status, reset—inside the systems of record. The experience should feel boring in the best way: predictable outcomes at any hour, with clean handoffs when needed.
Scope the first release:
Prioritise 3–4 intents: order status, booking/rescheduling, account access, invoice copy.
Write short, natural scripts; test pronunciation for brand and product terms.
Choose verification flows that match risk (OTP for sensitive tasks).
Define confidence thresholds that trigger human takeover.
Wire to real systems:
Read/write to CRM, helpdesk, and commerce/ERP; log every action.
Send confirmations via SMS/email; add call summaries to the case.
Use retries and rate limits to protect downstream services.
Track correlation IDs for rapid incident investigation.
Operate as a product:
Monitor containment rate, first-attempt success, and average handle time.
Review recordings weekly; tune prompts and TTS/ASR settings.
Expand intents only when quality holds steady for two weeks.
Publish an internal guide: capabilities, limits, pause/rollback steps.
Subscribe
Join our newsletter to stay up to date on features and releases.
Voice Assistants That Shorten Support Queues
Design voice agents that resolve common requests and hand off cleanly.

Daniel Lee
Apr 6, 2025
Technology



Conversations That Move Work Forward
When something breaks, customers call. A good voice assistant recognises intent quickly, verifies identity without friction, and executes the next step—booking, status, reset—inside the systems of record. The experience should feel boring in the best way: predictable outcomes at any hour, with clean handoffs when needed.
Scope the first release:
Prioritise 3–4 intents: order status, booking/rescheduling, account access, invoice copy.
Write short, natural scripts; test pronunciation for brand and product terms.
Choose verification flows that match risk (OTP for sensitive tasks).
Define confidence thresholds that trigger human takeover.
Wire to real systems:
Read/write to CRM, helpdesk, and commerce/ERP; log every action.
Send confirmations via SMS/email; add call summaries to the case.
Use retries and rate limits to protect downstream services.
Track correlation IDs for rapid incident investigation.
Operate as a product:
Monitor containment rate, first-attempt success, and average handle time.
Review recordings weekly; tune prompts and TTS/ASR settings.
Expand intents only when quality holds steady for two weeks.
Publish an internal guide: capabilities, limits, pause/rollback steps.
Subscribe
Join our newsletter to stay up to date on features and releases.