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Voice AI Insights

Lessons from building and operating AI contact centers and voice agents.

26 articles

Latest

How Does a Phone Number Reach Voice AI? A Beginner’s Guide to Internet Telephony, SIP, and PBX

A phone number is an address; the call route is the road. Learn how a call crosses telephone networks, SIP, and RTP before reaching voice AI.

September 16, 2026·11 min read·진 Jean
Design

Traditional IVR, Visual IVR, Digital ARS, Voice AI: Four Systems With Different Branch Logic

Sorting visual IVR and voice AI by screen presence misses the most important difference. What matters is whether branch conditions live in a config file or eme…

September 1, 2026·2 min read·진 Jean
Design

What Telemarketing Actually Means: What AI Changed and What It Didn't

Telemarketing is defined by purpose, not by who dials. When AI places the call, prior consent, disclosure, and opt-out handling still apply exactly the same wa…

August 27, 2026·5 min read·진 Jean
Design

How Voice Agents Filter Out Answers They're Not Sure About

A model that doesn't know it's wrong is more dangerous than one that's confidently wrong. Here's the three-layer filter we built to stop low-confidence respons…

August 26, 2026·3 min read·Moon Kim
Design

Where to Stop When You Automate a Recruitment Screening Call

What a first call can hand over is confirmation, not filtering. And a script asks every question a recruiter used to skip.

August 24, 2026·3 min read·진 Jean
Design

What to Check Before Signing a Call Centre Outsourcing Contract

Before comparing vendors, settle the scope and where liability sits. Handing the work over does not hand the liability over.

August 14, 2026·2 min read·진 Jean
Design

A Support Structure That Splits Time Zones From Languages

Time zone is when the call gets answered. Language is who answers it. Split them and combinations appear.

August 13, 2026·2 min read·진 Jean
Design

What AICC Is: A Component-Level Definition

AICC is not a product name. It is a bundle covering connection, recognition, conversation, integration and record: which is why two quotes never line up.

August 12, 2026·5 min read·진 Jean
Design

Splitting Work Between AI Agents and Human Agents

The line is not drawn by how hard a call is. It is drawn by what it costs to undo a mistake.

August 11, 2026·2 min read·진 Jean
Design

What Is CTI? How Phone Systems and CRMs Actually Connect

CTI is the layer joining a phone system to the software an agent works in. The network does not know whose number is calling; the CRM has no idea the phone is…

August 7, 2026·3 min read·Moon Kim
Design

No-Show Reminder Calls Are a Rebooking Loop, Not a Notice

Korea's revised Consumer Dispute Resolution Standards did more than cap no-show penalties: they made advance disclosure a condition. Here is what that changes…

August 7, 2026·3 min read·진 Jean
Design

What Is an Auto Call? Where Automated Outbound Works and Where It Stalls

An auto call is outbound dialling the system does for you. It runs opposite to IVR and sits on a different layer from a dialler. Where automated outbound lands…

August 7, 2026·6 min read·진 Jean
Design

Two Conditions for Turning On Outbound Calling

In H2 2025 Korea's text spam reports fell 59.7% to 12.88 million while voice spam rose to 8.73 million. Whether outbound automation is safe comes down to list…

August 7, 2026·2 min read·진 Jean

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