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Intelligent BI

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DataFunSummit
DataFunSummit
Jan 7, 2025 · Artificial Intelligence

Tencent OlaChat: Intelligent Data Analysis Platform – Research, Architecture, and Capabilities

This article presents the Tencent PCG OlaChat team's research and practice in intelligent data analysis, covering the DIKW model, evolution of BI platforms, the impact of large language models, challenges of third‑generation data products, detailed product features, agent architecture, system design, and related academic publications.

Intelligent BILLMTencent
0 likes · 19 min read
Tencent OlaChat: Intelligent Data Analysis Platform – Research, Architecture, and Capabilities
DataFunSummit
DataFunSummit
Dec 7, 2024 · Artificial Intelligence

Technical Practices of Tencent's Intelligent BI System: Architecture, Model Fine‑Tuning, and Agent Design

This article details Tencent's shift from traditional BI to an AI‑driven intelligent BI platform, describing the challenges of architecture, large‑language‑model integration, and data integration, and presenting the OlaChat framework, unified orchestration, atomic agents, DSL conversion, monitoring, and future roadmap.

AIIntelligent BIarchitecture
0 likes · 22 min read
Technical Practices of Tencent's Intelligent BI System: Architecture, Model Fine‑Tuning, and Agent Design
Baidu Geek Talk
Baidu Geek Talk
Feb 13, 2023 · Artificial Intelligence

Evolution of Business Intelligence and Intelligent BI: Overview of Sugar BI’s DI Predictive Module

From the 19th‑century origins of Business Intelligence through BI 1.0’s data warehouses, BI 2.0’s self‑service dashboards, and today’s emerging BI 2.5 intelligent era, Sugar BI’s DI predictive module offers low‑code, AI‑driven chart recommendations, automatic analysis, voice interaction, and customizable machine‑learning models for non‑technical business users.

Artificial IntelligenceBusiness IntelligenceData Visualization
0 likes · 16 min read
Evolution of Business Intelligence and Intelligent BI: Overview of Sugar BI’s DI Predictive Module