united.com | Transportation and Warehousing | US | 40,424 employees
Experimenting#867
Score
60/ 100
Grade
B
Readiness level
Level 4: Operationalizing
Archetype:Scaled agentic operators
Organizations closest to scaled production agent readiness: strong data, agent, evaluation, hiring, and leadership signals working together.
Improve your score
Want to improve your Agent Readiness score? Our team can help.
United Airlines is operationalizing AI as a scaled agentic operator, with deep engineering capacity and a substantial data-to-agent estate. Bedrock, SageMaker, Airflow, Databricks, Vertex AI, ChromaDB, and BigQuery support model development and retrieval, while AI-oriented roles span a wide operational surface. Model Context Protocol connectivity, deployment safeguards, dedicated agent roles, and broad team diffusion remain uneven, making disruption recovery and customer-service workflows strong candidates for shared evaluation, ownership, and controls.
Position in the industry distribution
The industry median is the anchor. Half of Transportation and Warehousing companies sit below it, half above.
How far along the agentic stack
Four steps, in order. Each one is rarer than the last.
✓
Runs a frontier AI model
Anthropic Claude, Google Gemini, Meta Llama, OpenAI ChatGPT / GPT
Nearly every serious adopter has this
✓
Builds its own AI workflows
LangChain, LangGraph
About 3 in 10 companies get this far
✓
Connects AI to its own data
ChromaDB, Pinecone
Only 15% of companies reach here
✓
Checks that its AI actually works
LangSmith
Just 10% do this, the rarest and most telling step
United Airlines has taken all four steps — the complete path, which fewer than 6% of companies finish. Companies that complete it run AI in production at an 81% rate, versus 20% for those that stop after adopting a model.
Biggest area to address
Weakest pillar
Production Controls
This is the pillar most limiting United Airlines's overall Agent Readiness score today.
How each pillar ranks in Transportation and Warehousing
Percentiles are within-industry: a 70 means this company scores higher than 70% of Transportation and Warehousing companies on that pillar. Click a pillar to see its detail.