AI × 人機協作生態系

With a one-stop workstation and AI assistance, the judgment, transformation, and value delivery in services can be tracked and presented.

Text, voice, work orders, knowledge, AI assistance, all completed on one page in the same workplace.

AI customer service workspace integrating conversations, tickets, customer profiles, and interaction history into a single platform for efficient support operations and service tracking
The customer service desk chosen by leading brands.

Collaboratively build platforms and AI operational solutions

The customer service desk chosen by leading brands.

Collaboratively build platforms and AI operational solutions

The customer service desk chosen by leading brands.

Collaboratively build platforms and AI operational solutions

50 +

50 +

Monthly processing of conversation volume

Monthly processing of conversation volume

30 %

30 %

AI × Human Collaboration Ratio

AI × Human Collaboration Ratio

50 %

50 %

Average post-processing time reduced

Average post-processing time reduced

100 %

100 %

Real-time adjustable service status

Real-time adjustable service status

Customer service that never goes off shift

近年來台灣企業面臨嚴峻的客服人力短缺與人力成本持續攀升雙重夾擊。無論是百貨零售、3C 家電、醫美還是金融業,一線客服招募困難、離職率高、教育訓練耗時等問題,已成為企業營運規模化的最大瓶頸。

在這樣的背景下,AI客服(AI Chatbot / Voicebot)成為企業數位轉型的首選。市面上各種「AI 聊天機器人」與「Chat AI Agent」宣稱能 24/7 自動回覆、100% 取代人力。然而,根據國際研調機構統計,高達 50% 的生成式 AI 客服專案在經歷 POC(概念驗證)後宣告失敗,甚至發生因為 AI 機器人頻繁給出錯誤答案,導致客訴量劇增、不得不重聘真人的公關危機。

為什麼大家都在強調 AI,多數企業導入後卻反而變成負擔?

Customer service that never goes off shift

There is no need to teach every question well in advance; AI can respond and learn first, and will actively remind you of areas that need adjustment.

許多便宜的 Chatbot 本質上只是老舊的規則式選單。顧客表述稍微複雜,系統就重複回覆「聽不懂您的問題」,把客戶困在無窮迴圈。

關鍵字規則死板陷阱

隱形成本:體驗極差、跳出率上升

關鍵字規則死板陷阱

許多便宜的 Chatbot 本質上只是老舊的規則式選單。顧客表述稍微複雜,系統就重複回覆「聽不懂您的問題」,把客戶困在無窮迴圈。

缺乏 RAG 知識庫,引發 AI 幻覺

直接串接通用大型語言模型,卻沒有綁定乾淨的企業專屬數據(最新活動、保固條款),AI 容易以自信語氣胡說八道。

隱形成本:法律與品牌信任風險

  • 維修費用超出預期

  • 維修檢測還要花多久時間?

  • 我等四十分鐘沒人回電!

  • 你們真的有處理嗎?

  • 修好才過一個月又壞了

  • 我等四十分鐘沒人回電!

  • 維修都修不好

  • 保固內為什麼還要收費?

  • 請幫我換成換新機

缺乏 RAG 知識庫,引發 AI 幻覺

  • 維修費用超出預期

  • 維修檢測還要花多久時間?

  • 我等四十分鐘沒人回電!

  • 你們真的有處理嗎?

  • 修好才過一個月又壞了

  • 我等四十分鐘沒人回電!

  • 維修都修不好

  • 保固內為什麼還要收費?

  • 請幫我換成換新機

直接串接通用大型語言模型,卻沒有綁定乾淨的企業專屬數據(最新活動、保固條款),AI 容易以自信語氣胡說八道。

客戶面臨客訴或緊急需求時找不到真人入口,負面情緒直接爆發。缺少的不是 AI 的智商,而是機 + 人協作的轉接流暢度。

沒有人機無縫轉接機制

隱形成本:客訴爆量、需重聘真人

  • 王先生

    AI客服對話中

  • 陳小姐

    AI客服對話中

  • 林小姐

    AI客服對話中

  • 張小姐

    等待中

沒有人機無縫轉接機制

  • 王先生

    已登記報修

    TK-0091

  • 陳小姐

    AI客服對話中

  • 林小姐

    AI客服對話中

  • 張小姐

    等待中

客戶面臨客訴或緊急需求時找不到真人入口,負面情緒直接爆發。缺少的不是 AI 的智商,而是機 + 人協作的轉接流暢度。

Futuristic AI customer service platform background with eco-friendly cityscape and natural landscape

Let's evaluate your customer service upgrade path.

Talk to us about your industry scenario, and we will provide you with the best AI × human collaboration suggestions.

三、文字 vs. 語音客服:企業該如何取捨與佈局全場景?

許多企業在選型時,常糾結該先做「文字 AI 客服」還是「語音 AI 客服(Voicebot)」。其實兩者不該是單選題,而是依據顧客情境(Customer Journey)做精準分工:

Chat AI Agent

文字 AI 客服

適合官網、LINE 官方帳號、Facebook Messenger 等多渠道。擅長處理高頻率、重複性高、圖文型的查詢(如:訂單進度、門市導覽、FAQ、產品規格)。

Voice AI Agent

語音 AI 客服

針對習慣打 0800 或電話進線的族群(如家電報修、詳細諮詢、緊急掛失)。AI 語音專員可即時接聽、理解自然語意並完成初步分流,能大幅紓解尖峰時段的電話等待排隊問題。

This kind of experience comes from an AI architecture designed specifically for business operations.

四、競業與技術比較:網訊電通 Telexpress 25 年深耕的 E2E 獨家優勢

市面上多數 AI 解決方案是由多家軟體拼湊(聊天機器人買 A 家、客服工作台買 B 家、人力外包找 C 家),導致企業必須負擔極高的高維維運與串接成本。

網訊電通 Telexpress (TelliTalk) 作為深耕亞太 25 年的集團級 AI 客服夥伴,提供完整的 E2E(端到端)全場景解決方案:

一般市售 AI 機器人
拼湊型系統
網訊電通 Telli
企業級生態系
技術架構
單純文字或選單式比對,易死板
RAG 生成式 AI + Flow Engine 雙引擎,回答準確率達 95%
人機協作
斷層嚴重,轉接真人後歷史紀錄遺失
AI 先回再學 + Telli Desk 一頁式工作台,歷史脈絡完整帶入
整合能力
僅支援單一渠道(如僅 LINE 或僅 Web)
文字、語音、0800 電話、LINE、CRM 與工單系統全整合
系統營運
需企業內部 IT 每日餵資料教機器人
自研知識自動優化,AI 主動提示可改善之節點,人僅需審查
後續支援
僅賣軟體,無客服營運與人力備援
提供 AI BPO(營運代管與真人客服外包),全台唯一一站式服務

This kind of experience comes from an AI architecture designed specifically for business operations.

Integrate

Stop stitching tools together.

Most “all-in-one” platforms are actually patched systems.
Telli is different — we built everything natively.

  • Integration Icon

    客戶資料

  • Integration Icon

    Salesforce

  • Integration Icon

    維修系統

  • Integration Icon

    Shopify

  • Integration Icon

    自建電商平台

  • Integration Icon

    LINE

  • Integration Icon

    電話

  • Integration Icon

    Email

  • Integration Icon

    Email

  • Integration Icon

    電話

  • Integration Icon

    LINE

  • Integration Icon

    自建電商平台

  • Integration Icon

    Shopify

  • Integration Icon

    維修系統

  • Integration Icon

    Salesforce

  • Integration Icon

    客戶資料

Integrate

Stop stitching tools together.

Most “all-in-one” platforms are actually patched systems.
Telli is different — we built everything natively.

  • Integration Icon

    客戶資料

  • Integration Icon

    Salesforce

  • Integration Icon

    維修系統

  • Integration Icon

    Shopify

  • Integration Icon

    自建電商平台

  • Integration Icon

    LINE

  • Integration Icon

    電話

  • Integration Icon

    Email

  • Integration Icon

    Email

  • Integration Icon

    電話

  • Integration Icon

    LINE

  • Integration Icon

    自建電商平台

  • Integration Icon

    Shopify

  • Integration Icon

    維修系統

  • Integration Icon

    Salesforce

  • Integration Icon

    客戶資料

Trust Center

Enterprise-Grade Security & Governance

We build security into every layer — from compliance and privacy protection to cloud infrastructure and partner ecosystem.
Aligned with international standards and continuous security practices, Telli is trusted by enterprise, legal, and IT teams alike.

01

Compliance

02

Security

03

Ecosystem

01 — COMPLIANCE & STANDARDS

Built on globally recognized security and cloud compliance standards

ISO/IEC 27001

Certified for Information Security Management System (ISMS)

PCI DSS

Certified as compliant with PCI DSS requirements

Trust Center

Enterprise-Grade Security & Governance

We build security into every layer — from compliance and privacy protection to cloud infrastructure and partner ecosystem.
Aligned with international standards and continuous security practices, Telli is trusted by enterprise, legal, and IT teams alike.

01

Compliance

02

Security

03

Ecosystem

01 — COMPLIANCE & STANDARDS

Built on globally recognized security and cloud compliance standards

ISO/IEC 27001

Certified for Information Security Management System (ISMS)

PCI DSS

Certified as compliant with PCI DSS requirements

Trust Center

Enterprise-Grade Security & Governance

We build security into every layer — from compliance and privacy protection to cloud infrastructure and partner ecosystem.
Aligned with international standards and continuous security practices, Telli is trusted by enterprise, legal, and IT teams alike.

01

Compliance

02

Security

03

Ecosystem

01 — COMPLIANCE & STANDARDS

Built on globally recognized security and cloud compliance standards

ISO/IEC 27001

Certified for Information Security Management System (ISMS)

PCI DSS

Certified as compliant with PCI DSS requirements

Frequently Asked Questions

Is Telli Talk a chatbot? Or is it a voice bot that can make phone calls?

Both are true. Telli Talk is an omnichannel intelligent conversation platform that includes a text robot (Flow Chat) supporting various social and web channels, as well as a voice robot (Flow Talk) that supports voice call technology. It adopts a machine + human collaboration model, designed to connect to real people as needed according to the brand's requirements.

Can Telli Talk completely replace human customer service?

Telli Talk's positioning is 'the best digital assistant for real people', capable of handling 80% of everyday tedious tasks, allowing real customer service representatives to focus on resolving 20% of critical issues that have high emotional value or complexity, enhancing overall service resilience.

In chat mode, under what circumstances will it definitely switch to a real person?

Brands can customize which scenarios require transitioning to a real person, such as when the system identifies an excessive number of repeated questions (triggered by the number of occurrences) or when certain business process nodes are set to require human intervention, automatically guiding to real person services.

What incoming calls can Telli Talk handle in phone scenarios?

Can handle inbound consultation FAQs and automation processes. The following scenarios can be adopted: - Initial reception and routing by the switchboard - Inquiry-type questions (business hours, progress) - Guidance for appointment, order, and maintenance processes - Product guidance and activity explanation - Transfer to a human after specifying conditions

How will Chat AI guide users if they are speaking very vaguely?

The system will guide based on the confidence level of intent recognition: medium similarity will enter the "system suggested questions" for users to choose from; low similarity will use RAG generative techniques for flexible inquiries, or trigger guiding language to ask users to change their phrasing.

How does a human customer service representative use the information collected in the chat conversation?

When a person takes over, they can instantly preview the AI-annotated intent tags, conversation summaries, and historical records. In addition, the system supports previewing the text that the user is currently typing, allowing personnel to prepare responses in advance, optimizing the communication experience.

Frequently Asked Questions

Talk to us about your industry scenario, and we will provide you with the best AI × human collaboration suggestions.