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CrewAI empowers developers with both high-level simplicity and precise low-level control, ideal for creating autonomous AI agents tailored to any scenario:
- **CrewAI Crews**: Optimize for autonomy and collaborative intelligence, enabling you to create AI teams where each agent has specific roles, tools, and goals.
- **CrewAI Flows**: Enable granular, event-driven control, single LLM calls for precise task orchestration and supports Crews natively.
- **[CrewAI Crews](/guides/crews/first-crew)**: Optimize for autonomy and collaborative intelligence, enabling you to create AI teams where each agent has specific roles, tools, and goals.
- **[CrewAI Flows](/guides/flows/first-flow)**: Enable granular, event-driven control, single LLM calls for precise task orchestration and supports Crews natively.
With over 100,000 developers certified through our community courses, CrewAI is rapidly becoming the standard for enterprise-ready AI automation.
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## When to Use Crews vs. Flows
<Note>
Understanding when to use Crews versus Flows is key to maximizing the potential of CrewAI in your applications.
Understanding when to use [Crews](/guides/crews/first-crew) versus [Flows](/guides/flows/first-flow) is key to maximizing the potential of CrewAI in your applications.
</Note>
| Use Case | Recommended Approach | Why? |
|:---------|:---------------------|:-----|
| **Open-ended research** | Crews | When tasks require creative thinking, exploration, and adaptation |
| **Content generation** | Crews | For collaborative creation of articles, reports, or marketing materials |
| **Decision workflows** | Flows | When you need predictable, auditable decision paths with precise control |
| **API orchestration** | Flows | For reliable integration with multiple external services in a specific sequence |
| **Hybrid applications** | Combined approach | Use Flows to orchestrate overall process with Crews handling complex subtasks |
| **Open-ended research** | [Crews](/guides/crews/first-crew) | When tasks require creative thinking, exploration, and adaptation |
| **Content generation** | [Crews](/guides/crews/first-crew) | For collaborative creation of articles, reports, or marketing materials |
| **Decision workflows** | [Flows](/guides/flows/first-flow) | When you need predictable, auditable decision paths with precise control |
| **API orchestration** | [Flows](/guides/flows/first-flow) | For reliable integration with multiple external services in a specific sequence |
| **Hybrid applications** | Combined approach | Use [Flows](/guides/flows/first-flow) to orchestrate overall process with [Crews](/guides/crews/first-crew) handling complex subtasks |
### Decision Framework
- **Choose Crews when:** You need autonomous problem-solving, creative collaboration, or exploratory tasks
- **Choose Flows when:** You require deterministic outcomes, auditability, or precise control over execution
- **Choose [Crews](/guides/crews/first-crew) when:** You need autonomous problem-solving, creative collaboration, or exploratory tasks
- **Choose [Flows](/guides/flows/first-flow) when:** You require deterministic outcomes, auditability, or precise control over execution
- **Combine both when:** Your application needs both structured processes and pockets of autonomous intelligence
## Why Choose CrewAI?