Graph-based orchestration framework for building stateful, multi-step AI agent workflows with human-in-the-loop support.

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Use Cases6
Companies6
Industries5

AI Use Cases with LangGraph

1B
How Bubble Doubled User Activation and Lifted AI Satisfaction 30% with Claude
Bubble · Product Development
2xFirst-week user activation rate
2CR
How C.H. Robinson Automates 5,500 Shipments Daily with LangChain AI Agents
C.H. Robinson · Operations
~5,500Orders automated daily
3K
How Klarna’s AI Assistant Resolves 80% of Queries in Under 2 Minutes
Klarna
80%Reduction in average customer query resolution time
4T
How Trellix Cut Log Parsing Time from Days to Minutes with LangGraph
Trellix · Security
Days → minutesLog parsing time
5M
How monday Service Uses LangSmith and LangGraph to Build Reliable AI Service Agents
monday.com · Customer Service
8.7x fasterEvaluation speed improvement
6V
How Vodafone Uses LangChain and LangGraph to Streamline Data Center Operations
Vodafone · Operations
Vendor
L
LangChain
langchain.com
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AI Maturity

Average implementation stage across documented use cases.

0Pilot2Scaling4Mature
Industries

Industries most frequently targeted in use cases with this tool.

Technology
2
Cybersecurity
1
Financial Services
1
Telecommunications
1
Logistics & Transportation
1

Often Used With

1L
LangSmith
Observability and evaluation platform for LLM applications, enabling tracing, debugging, and performance benchmarking.
2L
LangChain
Open-source framework for building LLM-powered applications with support for chains, agents, and tool integrations.
3C
Claude
Anthropic's AI assistant for analysis, writing, and reasoning tasks.
4CC
Claude Code
An agentic AI coding tool that writes, edits, and executes code autonomously.
Key Business Functions

Business areas most frequently targeted in use cases with this tool.

Operations
2
Security
1
Product Development
1
Customer Service
1
Companies

Companies documented using this tool in real use cases.

LangGraph AI Use Cases & Reviews | Applied