Over 65% Data Distortion in FMCG Channels: How AI‑Driven Digitalization Can Raise Activation Efficiency by 30% in 2026

The article analyzes how tight control and outdated reporting create a data black‑box in fast‑moving consumer goods distribution, leading to over 65% data distortion, wasted promotional spend, and weekend sales pressure, and proposes a three‑layer AI‑enabled digital solution that could boost activation efficiency by up to 30% by 2026.

AIChannel DigitalizationData Accuracy

0 likes · 11 min read

Over 65% Data Distortion in FMCG Channels: How AI‑Driven Digitalization Can Raise Activation Efficiency by 30% in 2026

DataFunSummit

Nov 9, 2025 · Artificial Intelligence

How Zilliz Cut an 8‑Minute Sales Lead Process to Seconds with AI‑Powered Dify

This article recounts how Zilliz leveraged the low‑code platform Dify to integrate large‑model AI, private data, and business logic, transforming an eight‑minute, manual sales‑lead workflow into a seconds‑level automated pipeline and illustrating a new human‑AI collaboration paradigm.

AILarge ModelsLow‑code

0 likes · 14 min read

How Zilliz Cut an 8‑Minute Sales Lead Process to Seconds with AI‑Powered Dify

Volcano Engine Developer Services

Sep 18, 2024 · Artificial Intelligence

How to Build an AI-Powered Lynkco Car Online Marketing Assistant

This article details the design and implementation of an AI-driven assistant for Lynkco car online marketing, covering its capabilities, workflow architecture, prompt engineering, intent recognition, backend operations, and report analysis to enhance sales conversion and user experience.

AI assistantSales Enablementcar marketing

0 likes · 18 min read

How to Build an AI-Powered Lynkco Car Online Marketing Assistant