The Cloudcast

Is there a Market for Private Cloud AI?

Jul 14, 2024

Discussing the market for AI in Private Cloud, concerns about data mixing with public clouds, and measuring success in GenAI projects. Exploring the challenges of integrating private cloud AI in enterprises and addressing accuracy and biases of AI models.

25:20

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Quick takeaways

Enterprises are concerned about mixing data with public cloud offerings.

GenAI projects in enterprises measure replacement activities and aim to identify use-cases for private models.

Deep dives

Features of Panoptica - Cisco's Cloud Application Security Solution

Panoptica, Cisco's cloud application security solution, offers end-to-end lifecycle protection for cloud-native application environments. It secures APIs, serverless functions, containers, and Kubernetes environments, ensuring comprehensive cloud security, compliance, and monitoring at scale. Utilizing graph-based technology, Panoptica's AttackPath engine provides dynamic remediation for vulnerable attack vectors, enabling quick identification and mitigation of potential risks.

Building Private Benchmarks and Experimenting with Confidential Data

01:21

AI in Private Environments

01:27

Data vs GPUs: Opening Opportunities for Intel and AMD

01:20

Exploring the Potential of AI in Private Cloud Environments

7min

Challenges and Considerations in Adopting Private Cloud AI for Enterprises

19min

Since the GenAI era took off, most of the discussion has been about AI in the public cloud. But is there a market for AI in the Private Cloud as well?

SHOW: 838

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Panoptica, Cisco’s Cloud Application Security solution

SHOW NOTES:

DATA GRAVITY AND BUSINESS CONCERNS ABOUT GEN AI

Most large companies keep their data on-premises
Companies are concerned about mixing their data with public LLMs
Companies are unsure about hallucinations and their quality of their offerings

WHAT WILL THE ENTERPRISE MEASURE FOR GEN AI SUCCESS?

Some GenAI projects will measure replacement activities (e.g. chatbots for call centers)
The enterprise hasn’t established a baseline for acceptable incorrect information yet
Enterprises may use the public cloud GPUs to train or tune private models
Enterprises will large the consumer market in usage of GenAI - need to identify use-cases

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The Cloudcast

Is there a Market for Private Cloud AI?

Podcast summary created with Snipd AI

Quick takeaways

Deep dives

Features of Panoptica - Cisco's Cloud Application Security Solution

Exploring AI in Private Cloud Environments

Concerns and Considerations Surrounding Enterprise AI Adoption

Building Private Benchmarks and Experimenting with Confidential Data

AI in Private Environments

Data vs GPUs: Opening Opportunities for Intel and AMD

Remember Everything You Learn from Podcasts