Why AI Agents Fail and How Parlant Ensures Reliable, Controllable Bots

This article explains why most AI agents underperform due to low problem‑resolution rates, critiques traditional prompting methods, and introduces the Parlant framework with conditional rule activation, dual protection, and state‑machine architecture, followed by a complete implementation example and best‑practice guidance.

AI agentsCustomer Service AutomationLLM

0 likes · 12 min read

Why AI Agents Fail and How Parlant Ensures Reliable, Controllable Bots

Zhuanzhuan Tech

Aug 15, 2025 · Artificial Intelligence

How AI-Powered Minos Transforms Customer Service Quality Inspection

Facing massive daily customer service data, ZhiZhi built the AI-driven Minos quality inspection system, combining inspection items, plans, and tasks with large models, regex and programmatic checks, achieving a 26‑fold detection boost and processing over 20,000 interactions per day.

AI Quality InspectionCustomer Service AutomationModel Training

0 likes · 10 min read

How AI-Powered Minos Transforms Customer Service Quality Inspection

Zhuanzhuan Tech

Aug 14, 2025 · Artificial Intelligence

How AI‑Powered VOC Recommendation Cut Customer Service Time by 38%

This article details how an AI-driven Voice of Customer (VOC) recommendation system was designed, trained, and deployed to automate tag selection and conversation summarization, resulting in a 37.9% reduction in selection time, a 428% boost in recommendation accuracy, and significant labor savings for customer service agents.

AI recommendationCustomer Service AutomationVOC

0 likes · 7 min read

How AI‑Powered VOC Recommendation Cut Customer Service Time by 38%

Alibaba Cloud Developer

Jul 17, 2024 · Artificial Intelligence

How Alibaba Cloud Built Service‑Domain AI Agents: Design, Practice, and Results

This article explains how Alibaba Cloud designed and deployed large‑language‑model agents for its service domain, covering background, ideal LLM deployment, the shift from explanation to problem solving, the agent framework, practical implementation, automation trade‑offs, training, evaluation, and real‑world impact.

AI AgentAlibaba CloudCustomer Service Automation

0 likes · 20 min read

How Alibaba Cloud Built Service‑Domain AI Agents: Design, Practice, and Results

JD Retail Technology

Nov 10, 2023 · Operations

How RPA Powers 24/7 WeChat Smart Customer Service for E‑commerce Ops

Facing rapid business growth and limited after‑sales resources, a company built an RPA‑driven intelligent WeChat customer service that monitors hundreds of groups, dynamically routes queries to a knowledge base or human agents, and operates 24/7 to improve response speed and reduce workload.

Customer Service AutomationEnterprise MessagingKnowledge Base

0 likes · 6 min read

How RPA Powers 24/7 WeChat Smart Customer Service for E‑commerce Ops

AntTech

Feb 14, 2020 · Artificial Intelligence

AI-Powered Intelligent Voice Robots in Alipay: Technology, Applications, and Future

During the COVID‑19 pandemic, Alipay deployed AI‑enabled intelligent voice robots to handle massive call volumes, detailing the underlying technologies such as imitation learning, reinforcement learning, few‑shot intent recognition, and user simulation, while outlining current applications across finance, retail, security, and future prospects for automated customer service.

AIAlipayCustomer Service Automation

0 likes · 11 min read

AI-Powered Intelligent Voice Robots in Alipay: Technology, Applications, and Future