Is there a need for better tools to securely adopt AI in businesses? (e.g., access controls, data redaction, compliance dashboards)

Hey Reddit,

I’ve been thinking a lot about the rise of AI tools like ChatGPT, DeepSeek, and others, and how businesses are struggling to balance the benefits of AI with the risks of sharing sensitive data. Many companies are concerned about employees accidentally leaking proprietary info, violating compliance regulations, or exposing customer data.

Do you think there’s a need for tools that help businesses securely adopt AI? For example:

• Access controls: Restricting who can use AI tools and what data they can access.
• Data redaction: Automatically masking sensitive info before it’s processed by AI.
• Compliance dashboards: Tracking AI usage and ensuring adherence to regulations like GDPR, HIPAA, etc.

I’m curious:

1. Are you or your company already using tools like this? If so, what’s working (or not working)?
2. What pain points do you face when trying to securely adopt AI?
3. Would you pay for a solution that addresses these challenges?

I’m exploring this idea and would love to hear your thoughts, experiences, or suggestions. Thanks in advance!