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contract review

4 articles · Page 1 of 1
Lao Guo's Learning Space
Lao Guo's Learning Space
Nov 5, 2026 · Artificial Intelligence

Vertical Agent Deployment: 4-Layer Architecture, 7-Step Checklist & Local 70B Cost Analysis

This article presents a practical framework for building vertical AI agents, including a four-layer architecture (access, orchestration, model, tools, memory), a runnable local contract-review agent using 27B models, a seven-step deployment checklist, cost comparison between local and cloud inference, and three critical pitfalls to avoid.

70B modelsAI agent architectureagent orchestration
0 likes · 8 min read
Vertical Agent Deployment: 4-Layer Architecture, 7-Step Checklist & Local 70B Cost Analysis
Architect
Architect
Oct 23, 2026 · Artificial Intelligence

Uber's Legal Redlining Agent: How AI Cuts Contract Review Time by 20% in Word

Uber's Legal Redlining Agent embeds AI-powered contract review directly into Microsoft Word, combining rules, historical feedback, model suggestions, and lawyer decisions to process redlines through four engineering iterations that improved retrieval, decision-making, clause generation, and tone adjustment, achieving a 20% reduction in review time with 91% decision accuracy.

AI agentEvaluation MetricsHuman-in-the-Loop
0 likes · 38 min read
Uber's Legal Redlining Agent: How AI Cuts Contract Review Time by 20% in Word
SpringMeng
SpringMeng
Jun 14, 2026 · Artificial Intelligence

How I Built an AI Contract Review System for 60,000 RMB in One Month

In 45 days a two‑person team delivered an AI‑powered contract review platform that parses PDFs, extracts key clauses, flags risks, and integrates with enterprise tools, using Python, FastAPI, LangChain, large language models, vector databases and OCR technologies.

AIFastAPILangChain
0 likes · 7 min read
How I Built an AI Contract Review System for 60,000 RMB in One Month