Patterns from the product
Practical notes for designing voice workflows people can trust.
Read product updates and implementation guidance drawn from the operating decisions behind multilingual calls, booking tools, knowledge, and reliable delivery.
5–8 min each Operators, product teams, and builders
Read the latest note Product architecture
Why voice tools should report facts, not imply success.
A reliable voice workflow separates what the model proposes, what Sauti authorizes, and what an external system confirms.
- Keep action policies explicit
- Treat provider responses as the source of execution truth
- Record durable outcomes for later inspection
Multilingual calls
Design for the caller’s language without losing business rules.
Language, tone, and voice should adapt while workflow constraints, required fields, and safe escalation remain consistent.
- Prepare each supported language deliberately
- Test names, numbers, dates, and business-specific vocabulary
- Keep handoff and emergency behavior unambiguous
Grounded answers
Turn business knowledge into useful call answers.
The best knowledge experience starts with clear, current source material and tests the questions callers actually ask.
- Use approved source documents
- Prefer direct answers before unnecessary data collection
- Review gaps from real call transcripts
Operations
Use call outcomes to improve the workflow, not just the prompt.
Analytics reveal where calls complete, transfer, or stall—and whether the underlying tools and policies need refinement.
- Review outcomes alongside transcripts
- Separate test calls from customer operations
- Tune the whole workflow around recurring friction