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vertical AI

11 articles · Page 1 of 1
Top Architect
Top Architect
Jun 5, 2026 · Artificial Intelligence

Why Generic AI Agents Fail in Real Estate and How a Home‑grown Agent Solved It

The article explains that generic large‑language‑model agents such as Claude CoWork stumble on real‑estate tasks because of extremely long decision chains, non‑standard data formats, heavy reliance on personal expertise, and zero tolerance for errors, and shows how DeepLinkRE‑LLM built a vertical‑focused agent with proprietary data, a knowledge graph, expert‑validated skills, and end‑to‑end execution to deliver accurate, traceable reports and reshape enterprise organization.

AI agentsAgent EngineeringEnterprise AI
0 likes · 15 min read
Why Generic AI Agents Fail in Real Estate and How a Home‑grown Agent Solved It
Fighter's World
Fighter's World
Mar 14, 2026 · Industry Insights

Can Industry AI Agents Compete with Claude’s Powerful Plugins?

The article examines how Anthropic’s Claude Cowork with plugins lets lawyers build custom AI workflows that cut operating costs dramatically, contrasts this DIY approach with vertical AI platforms like Harvey, and analyzes how these dynamics are reshaping the legal market and its competitive landscape.

AI agentsAI workflowClaude
0 likes · 16 min read
Can Industry AI Agents Compete with Claude’s Powerful Plugins?
Architecture and Beyond
Architecture and Beyond
Nov 2, 2025 · Artificial Intelligence

Why AI Agents Still Fall Short: Key Challenges and Real-World Solutions

The article examines why current AI agents fall short of expectations, highlighting weak business understanding, limited execution, controllability issues, high customization costs, and the gap between model capabilities and engineering, while proposing SaaS firms' advantages, vertical scenario focus, security concerns, and future development trends.

AI agentsAI safetyAgent Engineering
0 likes · 11 min read
Why AI Agents Still Fall Short: Key Challenges and Real-World Solutions
Fighter's World
Fighter's World
Mar 14, 2025 · Industry Insights

Will the 10× Growth Promise of Vertical AI Crumble as Generalist LLMs Like Manus Dominate the Market?

The article examines whether the surge of general‑purpose large language models such as Manus, Claude Sonet, and Qwen undermines the Bessemer Venture Partners claim that Vertical AI will grow tenfold, by analysing market size, use‑case demand, technical challenges, emerging business models, and competitive moats.

AI agentsAI marketBusiness Models
0 likes · 19 min read
Will the 10× Growth Promise of Vertical AI Crumble as Generalist LLMs Like Manus Dominate the Market?
Open Source Linux
Open Source Linux
Mar 5, 2025 · Artificial Intelligence

How DeepSeek‑R1 Redefines Prompt Engineering and Real‑World AI Deployment

The article analyzes DeepSeek‑R1’s low‑cost inference architecture, Chinese language optimizations, novel prompt‑engineering techniques, and the practical challenges of deploying large domestic models, offering insights into vertical AI applications and the evolving open‑source ecosystem in China.

AI DeploymentDeepSeekModel Optimization
0 likes · 8 min read
How DeepSeek‑R1 Redefines Prompt Engineering and Real‑World AI Deployment
Fighter's World
Fighter's World
Jan 18, 2025 · Industry Insights

Key AI Product Strategies from Top SaaS Leaders Revealed

The article distills five key insights from a SaaStr panel with leaders from GitHub, Ramp, Cloudflare and Figma, highlighting AI as an enabler, the need for rapid experimentation, rigorous evaluation, flexible roadmaps, and democratization, and compares each company’s product strategy, UX, value addition, and AI team structures.

.aiSaaSproduct strategy
0 likes · 13 min read
Key AI Product Strategies from Top SaaS Leaders Revealed
58 Tech
58 Tech
Aug 7, 2024 · Artificial Intelligence

Bridging Compute and Applications: 58.com AI Lab’s Large‑Model Platform and AI Agent Solutions

In this article, 58.com AI Lab senior director Zhan Kunlin explains how the company built a multi‑layer AI platform, created a vertical large‑language model called LingXi, and developed an AI Agent system with RAG capabilities to accelerate practical AI applications across various business scenarios.

AI agentsAI platformModel Deployment
0 likes · 10 min read
Bridging Compute and Applications: 58.com AI Lab’s Large‑Model Platform and AI Agent Solutions
Volcano Engine Developer Services
Volcano Engine Developer Services
Sep 8, 2023 · Artificial Intelligence

Why Volcano Engine Says Multi‑Model Strategy Is the Future of AI

In this interview, Volcano Engine’s president Tan Dai explains how the rise of large models reshapes the AI landscape, why training thresholds now favor a pyramid of ultra‑large, medium‑size, and vertical models, and how a cloud‑first, multi‑model approach can address cost, security, and scalability challenges for enterprises.

AI StrategyModel Scalingcost optimization
0 likes · 10 min read
Why Volcano Engine Says Multi‑Model Strategy Is the Future of AI
DataFunTalk
DataFunTalk
Aug 9, 2023 · Artificial Intelligence

Key Technologies for Domain‑Specific Large Models: Insights from the World AI Conference

This report, based on Professor Xiao Yanghua’s presentation at the World AI Conference, examines why vertical domains need general large models, outlines their key capabilities such as open‑world understanding, combinatorial innovation, evaluation, complex instruction execution, task planning, and symbolic reasoning, and discusses current limitations and optimization strategies for domain‑specific deployment.

AI evaluationLarge Language ModelsModel Optimization
0 likes · 17 min read
Key Technologies for Domain‑Specific Large Models: Insights from the World AI Conference