intelligent analytics

DataFunSummit

Jan 29, 2025 · Artificial Intelligence

Tencent OlaChat: An LLM‑Powered Intelligent Business Intelligence Platform – Architecture, Capabilities, and Practice

This article presents Tencent's OlaChat intelligent BI platform, detailing its evolution from traditional to intelligent BI, the impact of large language models on data analytics, the system's multi‑task dialogue, metadata retrieval enhancements, Text2SQL solutions, and real‑world deployment insights.

AILLMMetadata Retrieval

0 likes · 21 min read

Tencent OlaChat: An LLM‑Powered Intelligent Business Intelligence Platform – Architecture, Capabilities, and Practice

DataFunSummit

Dec 8, 2024 · Artificial Intelligence

Intelligent Business Intelligence at Kuaishou: Architecture, Challenges, and Solutions

This article presents Kuaishou's data platform and BI system, describing its evolution from traditional reporting to AI‑driven intelligent analytics, the challenges of diverse user needs and data quality, and the controllable, trustworthy, and feasible solutions that enable large‑scale smart BI deployment.

BIKuaishouartificial intelligence

0 likes · 14 min read

Intelligent Business Intelligence at Kuaishou: Architecture, Challenges, and Solutions

DataFunTalk

Oct 31, 2024 · Artificial Intelligence

Tencent OlaChat: An LLM‑Powered Intelligent Business Intelligence Platform – Architecture, Capabilities, and Practice

This article presents the evolution from traditional to intelligent BI, explores how large language models enable natural‑language data analysis, details the OlaChat platform’s architecture, metadata‑enhanced retrieval methods, Text2SQL pipeline, multi‑turn dialogue system, and shares practical deployment insights and Q&A.

AI agentsLLMMetadata Retrieval

0 likes · 20 min read

DataFunSummit

Aug 8, 2023 · Artificial Intelligence

Xiaomi’s Experience in Deploying Intelligent Analytics: Productization, Challenges, and Future Plans

The article shares Xiaomi’s practical experience in building and productizing intelligent analytics, explaining why it is needed, how it integrates with BI, the essential prerequisites, staged implementation, technical challenges, and future roadmap including smart alerts, automated insights, and data Q&A.

AIBI Integrationbig-data

0 likes · 15 min read

Xiaomi’s Experience in Deploying Intelligent Analytics: Productization, Challenges, and Future Plans

DataFunSummit

Jun 5, 2023 · Big Data

Building an Intelligent Data Analysis Platform Based on a Unified Semantic Layer

This article presents a comprehensive overview of Xiaomi's intelligent data analysis platform built on a unified semantic layer, covering business scenarios, system architecture, core modules such as data assets and semantic modeling, and the platform's product capabilities like visual analytics, alerts, and embedded dashboards.

Data Governancebig-datadata platform

0 likes · 14 min read

Building an Intelligent Data Analysis Platform Based on a Unified Semantic Layer