Secure Generative AI: Deploying AI Models Behind Your Firewall
Secure Generative AI: Deploying AI Models Behind Your Firewall
Generative AI offers transformative potential for regulated industries like healthcare and finance. However, concerns around data privacy and compliance often hinder its adoption. Many organizations hesitate to leverage the power of AI due to the perceived risks associated with external cloud deployments. At AI Flare, we understand these challenges. That’s why we’re excited to share insights from a recent TechCrunch Sessions: AI breakout panel that addressed this critical issue.
The panel, featuring Cohere’s Solutions Architects Yann Stoneman and Betsy Groves, provided a practical demonstration of deploying secure, customized AI models entirely within your organization’s infrastructure – eliminating the need for external cloud services. This “behind-the-firewall” approach allows businesses to maintain complete control over their sensitive data while still reaping the benefits of advanced AI.
The discussion showcased real-world applications using Cohere’s innovative platforms: North (an agentic AI workspace) and Compass (a multimodal retrieval system). Attendees gained valuable insights into how these tools can be leveraged to create secure and compliant AI solutions. The panel offered practical strategies for navigating compliance challenges, unlocking the potential of internal data, and ultimately delivering tangible value through private AI systems.
Key takeaways from the session included:
- Practical methods for ensuring data privacy and security within AI deployments.
- Strategies for complying with industry-specific regulations when implementing generative AI.
- Real-world examples of successful private AI deployments in regulated sectors.
- Best practices for building and deploying customized AI models on your own infrastructure.
If you’re grappling with the complexities of implementing generative AI while adhering to strict data privacy and compliance standards, this session is a must-watch. The recording provides actionable advice and demonstrates how to successfully build and deploy AI solutions behind your firewall, maximizing the benefits of AI while minimizing risks.
Watch the full recording here:
Interested in learning more about other cutting-edge AI advancements? Explore the rest of our TechCrunch Sessions: AI programming here.
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