crewai - 💡(How to fix) Fix Preventing Data Exfiltration in Enterprise Crews using Local Zero-Knowledge Proofs [2 comments, 2 participants]

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crewAIInc/crewAI#5605Fetched 2026-04-24 05:57:58
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Feature Area

Agent capabilities

Is your feature request related to a an existing bug? Please link it here.

Enterprise users love CrewAI, but deploying it in high-compliance environments (Fintech, Healthcare) is risky. Agents passing sensitive PII data to external APIs or other agents is a massive dealbreaker.

Describe the solution you'd like

We can route sensitive tool executions through a local ZK-circuit. The agent proves it did the work correctly without revealing the underlying data. We just open-sourced the Rohan Protocol SDK for this exact purpose. It abstracts all the Web3/Crypto complexity away into a simple API key structure.

If our core team writes a custom RohanSecureCrewTool that implements this, would this be something you'd accept into the official tools repository? The integration is literally a drop-in replacement for standard Crew agents.

Describe alternatives you've considered

No response

Additional context

No response

Willingness to Contribute

Yes, I'd be happy to submit a pull request

extent analysis

TL;DR

Implementing a custom RohanSecureCrewTool using the Rohan Protocol SDK could potentially address the issue of sensitive PII data handling in high-compliance environments.

Guidance

  • Review the Rohan Protocol SDK documentation to understand its capabilities and limitations in abstracting Web3/Crypto complexity.
  • Assess the feasibility of integrating the RohanSecureCrewTool as a drop-in replacement for standard Crew agents, considering potential compatibility and security implications.
  • Evaluate the open-sourced Rohan Protocol SDK for any potential security vulnerabilities or compliance issues before integrating it into the official tools repository.
  • Discuss with the core team the requirements and process for submitting a pull request for the custom RohanSecureCrewTool implementation.

Notes

The success of this approach depends on the effectiveness of the Rohan Protocol SDK in securing sensitive data and the compatibility of the custom RohanSecureCrewTool with the existing CrewAI infrastructure.

Recommendation

Apply workaround: Implement the custom RohanSecureCrewTool using the Rohan Protocol SDK, as it offers a potential solution to the sensitive PII data handling issue in high-compliance environments.

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