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AI studio by IBM watsonx for building, training, and deploying machine learning models in the enterprise.

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Use Cases4
Companies4
Industries3

AI Use Cases with IBM watsonx.ai

1I
How IBM Uses watsonx to Unlock $4.5B in Productivity Gains
IBM · Operations
$4.5 billionTotal productivity gains unlocked
2SF
How Scuderia Ferrari Uses IBM watsonx to Transform the Fan Experience
Scuderia Ferrari HP · Marketing
2xDaily active users increase
3UA
How Unipol Uses IBM watsonx to Cut IT Response Time by 97%
Unipol Assicurazioni · Operations
90 seconds (down from 20 minutes)Average event response time
4U
How UFC Uses IBM watsonx to Triple Fight Insight Generation
UFC · Operations
3xInsight volume increase
Vendor
I
IBM
ibm.com
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AI Maturity

Average implementation stage across documented use cases.

0Pilot1Scaling3Mature
Industries

Industries most frequently targeted in use cases with this tool.

Sports & Entertainment
2
Technology
1
Insurance
1

Models Used With

1L4
Llama-4-Maverick-17B-128E-Instruct
Llama 4 Maverick is Meta's 401B multimodal model with 128 experts for text and image understanding across 12 languages.
2MM
Mistral Medium 3.5
Mistral AI's multimodal model with a 256K-token context for text, image, and document tasks.

Often Used With

1IW
IBM watsonx Orchestrate
AI orchestration platform by IBM watsonx for coordinating multi-agent workflows and automating tasks.
2IG
IBM Granite
Open-source foundation model family by IBM optimized for enterprise language and code tasks.
3IW
IBM watsonx Code Assistant
AI code assistant by IBM watsonx for generating, explaining, and reviewing code across languages.
4RH
Red Hat OpenShift
Kubernetes container platform by Red Hat for deploying and managing containerized workloads at enterprise scale.
5IW
IBM watsonx.data
Data lakehouse platform by IBM watsonx for unified data storage and analytics across hybrid environments.
6IW
IBM watsonx.governance
AI governance platform by IBM watsonx for monitoring model risk, fairness, and regulatory compliance.
7IT
IBM Turbonomic
Application resource management platform that automatically optimizes cloud workload performance and cost using AI.
8IA
IBM Apptio
IT financial management and cloud cost optimization platform for controlling technology spend across hybrid environments.
Key Business Functions

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

Operations
3
Marketing
1
Companies

Companies documented using this tool in real use cases.

IIBMUAUnipol AssicurazioniUUFCSFScuderia Ferrari HP
IBM watsonx.ai AI Use Cases & Reviews | Applied