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Field Notes

Blog.

Latest news, product updates, and field guides from the Finn team.

105 posts · page 8 of 9

Multilingual Voice AI: Beyond Translation

Multilingual Voice AI: Beyond Translation

Most vendors grade multilingual voice AI by language count. Grade by depth instead: STT WER, TTS MOS, code-switching, and data residency for 2026.

July 12, 2026

Stopping Voice AI Hallucination in Production

Stopping Voice AI Hallucination in Production

This is the engineering playbook for shipping a factual voice agent: hard grounding so the model can only speak from retrieved truth, structured-output…

July 12, 2026

From Deflection to Resolution: Agentic Voice AI

From Deflection to Resolution: Agentic Voice AI

For a decade, the contact center scoreboard measured the wrong thing. We optimized for deflection — the art of keeping a caller away from a human. IVR…

July 6, 2026

The Cost of Downtime: Why Vapi Reliability Impacts Your ROI

The Cost of Downtime: Why Vapi Reliability Impacts Your ROI

Analyze the hidden infrastructure costs of voice AI downtime. Learn how carrier failures, SIP trunking, and memory leaks impact your balance sheet.

July 4, 2026

Scaling ElevenLabs D-ID Partnership Tech in Contact Centers

Scaling ElevenLabs D-ID Partnership Tech in Contact Centers

An engineering guide to deploying synthetic voice generators and digital avatars at scale, focusing on unit economics, latency, and SIP integration.

July 3, 2026

Building Low-Latency Voice Engines for Scale

Building Low-Latency Voice Engines for Scale

An engineering-first analysis of the architectural bottlenecks in conversational AI voice agents, from SIP trunking to sub-second TTS pipelines.

July 2, 2026

Scaling Voice AI: Speech in Multiple Languages

Scaling Voice AI: Speech in Multiple Languages

An engineering analysis of deploying enterprise voice cloning at 100,000+ daily calls. Learn to balance API costs, latency budgets, and carrier compliance.

June 29, 2026

Scaling to 100k Calls: Best Practices for Ops

Scaling to 100k Calls: Best Practices for Ops

Learn how to scale high-volume call handling to 100,000 daily concurrent sessions across US-India corridors without latency or carrier drops.

June 26, 2026

Low-Latency AI Voice Agents in Legacy Call Centers

Low-Latency AI Voice Agents in Legacy Call Centers

Integrating real-time AI voice agents with Twilio Flex and legacy SIP systems without latency spikes — a guide for ops and engineering.

June 25, 2026

The Hidden Multilingual Tax in Speech-to-Text

The Hidden Multilingual Tax in Speech-to-Text

Exposing the hidden costs of multilingual voice AI and how a unified, context-aware routing architecture eliminates tokenization premiums.

June 25, 2026

The Real Cost to Build AI Call Center No Code

The Real Cost to Build AI Call Center No Code

An engineering and financial breakdown of no-code AI voice platforms. Learn how visual builders introduce carrier markups, latency, and technical debt.

June 25, 2026

The CFO Audit: Is Your Vapi Dashboard Hiding a Latency Tax?

The CFO Audit: Is Your Vapi Dashboard Hiding a Latency Tax?

A brutal unit-economic audit of enterprise voice AI platforms. Calculate the latency tax, evaluate Vapi pricing, and exploit regional SIP routing arbitrage.

June 24, 2026