CrewAI vs Sema4.ai
CrewAI uniquely has 6 features · Sema4.ai uniquely has 6 features.
| CrewAI | Sema4.ai | |
|---|---|---|
| Company | ||
| Founded | 2023 | 2023 |
| HQ | San Francisco, USA | San Francisco, USA |
| AI model | Multi-LLM (OpenAI, Anthropic, and others) | Proprietary (multi-LLM orchestration) |
| User base | 63% of Fortune 500 + large developer community | — |
| Platforms | Web, CLI, API | Web, AWS VPC (cloud-deployed) |
| Languages | English primarily | English primarily |
| Pricing | ||
| Pricing model | Freemium | Custom |
| Free plan | Yes | No |
| Free trial | Yes | No |
| Starting price | Free — Basic | — |
| Enterprise | Custom | Contact sales |
| All plans | BasicFreeEnterpriseCustom | — |
| Positioning | ||
| Best for | Enterprises and developers building, deploying, and managing multi-agent AI workflows | Enterprise finance, procurement, and supply chain teams seeking auditable AI agent automation |
| Differentiator | The only platform combining no-code visual builder, code-first API, and a full enterprise control plane (tracing, RBAC, human-in-the-loop, LLM optimization) for multi-agent workflows — used by 63% of the Fortune 500. | Sema4.ai differentiates its semantic layer through SQL-powered enterprise analysis, although UiPath now offers native Context Grounding and a Data Fabric semantic layer. |
| Competitors | LangChain, AutoGen, n8n, Make, Zapier, LlamaIndex | UiPath, Automation Anywhere, Microsoft Power Automate, Workato, Aisera |
| Features | ||
| Conversational Agents | — | ✓ |
| Cross Departmental Knowledge Sharing | — | ✓ |
| Custom LLM/Data/Compute Control | — | ✓ |
| Github Integration | ✓ | — |
| Multi Admin Seat Management | — | ✓ |
| Pii Redaction | ✓ | — |
| Rbac | ✓ | — |
| Sso | ✓ | — |
| Sso Integration | — | ✓ |
| Vpc Deployment | ✓ | — |
| Visual Editor and AI Copilot | ✓ | — |
| Worker Agents (24/7 Automation) | — | ✓ |
| AI Agents | ✓ | ✓ |
| API Webhooks | ✓ | ✓ |
| Conditional Logic | ✓ | ✓ |
| Custom Code | ✓ | ✓ |
| Data Transform | ✓ | ✓ |
| Error Handling | ✓ | ✓ |
| Execution Logs | ✓ | ✓ |
| Human in Loop | ✓ | ✓ |
| Num Integrations | Standard tools, enterprise connectors, MCP server export, UI component export; exact count not stated | — |
| Scheduled Runs | ✓ | ✓ |
| Team Features | ✓ | ✓ |
| Trigger Types | Webhook / schedule (cron) / Slack/Teams / API / human-in-loop gates | schedule / event-driven / 24/7 continuous / manual |
| Visual Builder | ✓ | ✓ |
| Integrations | ||
| API Access | ✓ | ✓ |
| Key Integrations | Slack, Microsoft Teams, GitHub, Arize, Galileo, DataDog, Patronus, Okta, Microsoft Entra | Slack, AWS VPC, enterprise ERP/finance systems, document intelligence connectors, Robocorp ecosystem |
| Openai Integration | ✓ | ✓ |
| Slack | ✓ | ✓ |
| Webhook Support | ✓ | ✓ |