Imagen de Portada

Data-to-Dashboard: Multi-Agent LLM Framework for Insightful Visualization in Enterprise Analytics

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Zhang, Ran, Elhamod, Mohannad
Formato:	Preprint
Publicado:	2025
Materias:	Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Enterprise Deep Research: Steerable Multi-Agent Deep Research for Enterprise Analytics
por: Prabhakar, Akshara, et al.
Publicado: (2025)

Insight Agents: An LLM-Based Multi-Agent System for Data Insights
por: Bai, Jincheng, et al.
Publicado: (2026)

LLM-Driven Learning Analytics Dashboard for Teachers in EFL Writing Education
por: Kim, Minsun, et al.
Publicado: (2024)

LLM-Powered Knowledge Graphs for Enterprise Intelligence and Analytics
por: Kumar, Rajeev, et al.
Publicado: (2025)

NL2Dashboard: A Lightweight and Controllable Framework for Generating Dashboards with LLMs
por: Shi, Boshen, et al.
Publicado: (2026)

Z-Space: A Multi-Agent Tool Orchestration Framework for Enterprise-Grade LLM Automation
por: He, Qingsong, et al.
Publicado: (2025)

Routine: A Structural Planning Framework for LLM Agent System in Enterprise
por: Zeng, Guancheng, et al.
Publicado: (2025)

InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation
por: Sahu, Gaurav, et al.
Publicado: (2024)

A Comparative Visual Analytics Framework for Evaluating Evolutionary Processes in Multi-objective Optimization
por: Huang, Yansong, et al.
Publicado: (2023)

Text-to-SQL for Enterprise Data Analytics
por: Chen, Albert, et al.
Publicado: (2025)

MedInsightBench: Evaluating Medical Analytics Agents Through Multi-Step Insight Discovery in Multimodal Medical Data
por: Zhu, Zhenghao, et al.
Publicado: (2025)

AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
por: Ma, Chang, et al.
Publicado: (2024)

Strategic Decision Framework for Enterprise LLM Adoption
por: Trusov, Michael, et al.
Publicado: (2025)

PublicAgent: Multi-Agent Design Principles From an LLM-Based Open Data Analysis Framework
por: Montazeri, Sina, et al.
Publicado: (2025)

Beyond Text-to-SQL: An Agentic LLM System for Governed Enterprise Analytics APIs
por: Singh, Gundeep, et al.
Publicado: (2026)

TurboAgent: An LLM-Driven Autonomous Multi-Agent Framework for Turbomachinery Aerodynamic Design
por: Du, Juan, et al.
Publicado: (2026)

Dingtalk DeepResearch: A Unified Multi Agent Framework for Adaptive Intelligence in Enterprise Environments
por: Chen, Mengyuan, et al.
Publicado: (2025)

R&D-Agent: An LLM-Agent Framework Towards Autonomous Data Science
por: Yang, Xu, et al.
Publicado: (2025)

Beyond Single-Modal Analytics: A Framework for Integrating Heterogeneous LLM-Based Query Systems for Multi-Modal Data
por: Li, Ruyu, et al.
Publicado: (2026)

Multi-Agent Data Visualization and Narrative Generation
por: Wolter, Anton, et al.
Publicado: (2025)

MCCE: A Framework for Multi-LLM Collaborative Co-Evolution
por: Ran, Nian, et al.
Publicado: (2025)

MultiVis-Agent: A Multi-Agent Framework with Logic Rules for Reliable and Comprehensive Cross-Modal Data Visualization
por: Lu, Jinwei, et al.
Publicado: (2026)

LLM and Agent-Driven Data Analysis: A Systematic Approach for Enterprise Applications and System-level Deployment
por: Wang, Xi, et al.
Publicado: (2025)

IRSDA: An Agent-Orchestrated Framework for Enterprise Intrusion Response
por: Panigrahi, Damodar, et al.
Publicado: (2025)

PEA: Enhancing LLM Performance on Computational-Reasoning Tasks
por: Wang, Zi, et al.
Publicado: (2025)

InsightEval: An Expert-Curated Benchmark for Assessing Insight Discovery in LLM-Driven Data Agents
por: Zhu, Zhenghao, et al.
Publicado: (2025)

Designing Gaze Analytics for ELA Instruction: A User-Centered Dashboard with Conversational AI Support
por: Davalos, Eduardo, et al.
Publicado: (2025)

Burn-After-Use for Preventing Data Leakage through a Secure Multi-Tenant Architecture in Enterprise LLM
por: Zhang, Qiang, et al.
Publicado: (2026)

Graph-of-Agents: A Graph-based Framework for Multi-Agent LLM Collaboration
por: Yun, Sukwon, et al.
Publicado: (2026)

An LLM-enabled Multi-Agent Autonomous Mechatronics Design Framework
por: Wang, Zeyu, et al.
Publicado: (2025)

Scaling up Multi-Turn Off-Policy RL and Multi-Agent Tree Search for LLM Step-Provers
por: Xin, Ran, et al.
Publicado: (2025)

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback
por: Goswami, Kanika, et al.
Publicado: (2025)

MAFA: A Multi-Agent Framework for Enterprise-Scale Annotation with Configurable Task Adaptation
por: Hegazy, Mahmood, et al.
Publicado: (2025)

Can LLM Agents Be CFOs? Benchmarking Long-Horizon Resource Allocation in an Uncertain Enterprise Environment
por: Han, Yi, et al.
Publicado: (2026)

Multi-Stage Prompt Inference Attacks on Enterprise LLM Systems
por: Balashov, Andrii, et al.
Publicado: (2025)

The Orchestration of Multi-Agent Systems: Architectures, Protocols, and Enterprise Adoption
por: Adimulam, Apoorva, et al.
Publicado: (2026)

Context-Aware Visual Prompting: Automating Geospatial Web Dashboards with Large Language Models and Agent Self-Validation for Decision Support
por: Xu, Haowen, et al.
Publicado: (2025)

AgentSGEN: Multi-Agent LLM in the Loop for Semantic Collaboration and GENeration of Synthetic Data
por: Xuan, Vu Dinh, et al.
Publicado: (2025)

CoddLLM: Empowering Large Language Models for Data Analytics
por: Zhang, Jiani, et al.
Publicado: (2025)

CellAgent: An LLM-driven Multi-Agent Framework for Automated Single-cell Data Analysis
por: Xiao, Yihang, et al.
Publicado: (2024)