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DataFunSummit
DataFunSummit
Sep 16, 2026 · Industry Insights

OpenAI's Data Agent: Why Semantic Layers Are Now Essential Infrastructure

OpenAI's Data Agent integrates with enterprise data stacks like Snowflake and BI tools rather than replacing them, revealing that AI agents require governed business context—metric definitions, semantic models, permissions—to deliver accurate analysis, making semantic layers critical infrastructure for AI-driven analytics.

AI analyticsBI ToolsBusiness Context
0 likes · 18 min read
OpenAI's Data Agent: Why Semantic Layers Are Now Essential Infrastructure
Data Integration and Governance
Data Integration and Governance
Feb 10, 2026 · Big Data

Choosing the Right Data Middle Platform: What Matters Beyond Technical Specs

The article walks through a practical framework for selecting a data middle platform, emphasizing the need to first define business pain points and goals, then evaluate storage, processing, integration, scheduling, and BI tools, followed by organizational readiness, usability, vendor reliability, and total cost considerations.

BI ToolsData PlatformTask Scheduling
0 likes · 8 min read
Choosing the Right Data Middle Platform: What Matters Beyond Technical Specs
Software Development Quality
Software Development Quality
Oct 5, 2024 · Fundamentals

Choosing the Right Data Analysis Tool: Excel, BI, R, Python & More

This guide compares the strengths and weaknesses of common data analysis tools—from basic spreadsheet software and multi‑dimensional tables to professional statistical packages, BI platforms, and programming languages like R and Python—helping readers select the most suitable solution for their needs.

BI ToolsData AnalysisExcel
0 likes · 8 min read
Choosing the Right Data Analysis Tool: Excel, BI, R, Python & More
dbaplus Community
dbaplus Community
May 11, 2022 · Big Data

How JD Logistics Tackled Billion-Scale Data Challenges with Doris

This article details JD Logistics' journey from fragmented, massive‑scale data to a unified, real‑time analytics platform, covering business needs, pain points, tool evaluation, a new Doris‑based architecture, table management, data import procedures, automation scripts, and future roadmap for data engineering.

BI ToolsDorisSQL
0 likes · 16 min read
How JD Logistics Tackled Billion-Scale Data Challenges with Doris
Programmer DD
Programmer DD
May 8, 2021 · Big Data

Which Data Visualization Tool Best Turns Database Reports into Insightful Charts?

This article compares four popular data‑visualization platforms—Alibaba Cloud DataV, JimuReport, Baidu Sugar, and FanRuan—highlighting their features, registration processes, strengths, and drawbacks, to help you choose the most suitable solution for turning exported database data into clear, decision‑making charts.

BI Toolsdata visualizationreporting
0 likes · 4 min read
Which Data Visualization Tool Best Turns Database Reports into Insightful Charts?
Alibaba Cloud Developer
Alibaba Cloud Developer
Sep 2, 2019 · Fundamentals

Mastering Data Visualization: Tools, Design Principles, and Practical Tips

This article explains why accurate, clear, and elegant visualizations are essential, compares popular tools such as Excel and Tableau, outlines how to choose the right chart and visual encoding, discusses design principles like Gestalt laws and cognitive load, and shows a step‑by‑step case study of improving a capital‑budget chart.

BI Toolschart designdesign principles
0 likes · 18 min read
Mastering Data Visualization: Tools, Design Principles, and Practical Tips
Meituan Technology Team
Meituan Technology Team
Mar 15, 2018 · Backend Development

Hermes Performance System: Architecture and Implementation for O2O Business

The article presents Hermes, Meituan’s O2O performance management platform for travel, detailing its six‑module, four‑engine architecture—including data, incentive, rule, calculation, and scheduling engines—while highlighting technical innovations such as two‑level caching, work‑stealing producer‑consumer processing, Map‑Reduce‑style calculations, and future AI‑driven enhancements.

BI ToolsCalculation EngineData Processing
0 likes · 16 min read
Hermes Performance System: Architecture and Implementation for O2O Business