By categorizing inquiries into four types, the scope for AI becomes clear—FULLFACT releases free practical guide on automating frontline customer support

FULLFACT Co., Ltd. has released a free practical guide (white paper) titled "Designing AI to Handle Initial Customer Inquiries," a handbook for classifying customer inquiries into four categories to clearly separate which should be handled by AI and which require human response.

Background: Rising inquiry volumes, stagnant staffing levels, and increasing demand for immediate responses

Customer inquiries continue to grow, staffing remains unchanged, and customers increasingly expect immediate replies. Under this triple pressure, relying solely on AI or human agents alone is unsustainable. The key lies in classifying inquiries by nature and clearly defining which types should be handled by AI and which require human intervention.

What you'll learn from this guide

The triple challenge of increasing inquiry volume, flat staffing, and rising expectations for immediacy

The four-category classification of inquiries (FAQ-type, individually judged, escalation, and complaint types)

Designing the division between AI and human responsibilities for each of the four inquiry types

A decision-making framework prioritizing integration capability over tool features when selecting platforms

The prerequisite step of FAQ preparation—neglected when AI is introduced, often leading to failure in both initiatives

Human handover mechanisms such as anger detection, keyword triggers, and three-response limits

KPI design that doesn't prioritize automation rate alone, but includes CSAT, FRT, and other metrics

How to access the guide

The guide is available for free download at the following URL:

https://fullfact.net/whitepapers/ai-cs-frontline-automation

[For 10 companies only] Free advisory program for three months

FULLFACT is offering a free three-month advisory program limited to 10 companies. Practitioners with expertise in search (SEO) and AI search (LLMO) will be available via chat for consultation and provide one monthly online advisory session (approx. 60 minutes), directly supporting your customer acquisition strategy. This level of consulting support, normally offered at a fee, is available completely free for three months.

※ This advisory service is completely free. If during consultations you find in-house execution challenging, we may offer support services upon your request.

Apply for the free advisory program

https://fullfact.net/ai-advisory

About FULLFACT Co., Ltd.

FULLFACT is an AI consulting partner that takes end-to-end responsibility for business strategy and execution with AI at its core. From sales and marketing to customer support and back-office operations, we integrate growth-driving offensive strategies and profit-protecting defensive measures into a unified design, supporting clients until full operational implementation.

Company name: FULLFACT Co., Ltd.

Representative: Ayato Adachi, Representative Director

Address: 1-22-11 Ginza, Chuo-ku, Tokyo 104-0061, Japan

Established: August 2021

Website: https://fullfact.net

Media inquiries

FULLFACT Co., Ltd., Public Relations Email: info@fullfact.net