Building With and Securing Generative AI Solutions
Evaluate Models
Let us guide you through the complex landscape of AI models, assessing their specific needs and use cases. Our experts conduct thorough evaluations of various models, including those available in the Vertex AI Model Garden, to identify the most suitable options for each client’s unique requirements. We can provide detailed comparisons, performance metrics, and recommendations to ensure optimal model selection for maximum business impact.
Data Governance
We help your organization establish and maintain robust data governance frameworks specifically tailored for AI initiatives. Our comprehensive approach ensures that data used in generative AI applications is properly managed and compliant with relevant regulations. This service lays the critical foundation for successful, sustainable, and trustworthy generative AI integration, enabling organizations to leverage AI’s full potential while mitigating risks and maintaining stakeholder trust.
POC to Production Workloads
Our team works closely with you to design, implement, and execute pilot programs for generative AI workloads. We help identify high-value use cases, develop proof-of-concepts, and run controlled experiments to demonstrate the potential of AI in real-world scenarios. This hands-on approach allows organizations to gain practical experience, measure outcomes, and build a solid foundation for wider AI adoption.
Securing AI Workloads
Security is paramount in AI implementations. Our experts design and implement robust security measures for AI workloads, ensuring data privacy, model integrity, and compliance with relevant regulations. We can provide comprehensive security audits, implement access controls, and establish monitoring systems to protect AI assets. Our approach helps clients leverage the power of AI while maintaining the highest standards of security and trust.
Unlock the Power of Generative AI on Google Cloud
Vertex AI is Google Cloud’s managed AI development platform for building and integrating generative AI.
It combines various Google Cloud AI tools, offering a unified experience for model development and deployment. The platform’s Model Garden provides access to over 100 models to leverage, including Google’s Gemini models and leading third-party options like Anthropic Claude 3.5 Sonnet and Meta Llama 3.
This allows you to utilize Vertex AI’s benefits while accessing the most suitable models for your applications.
Vertex AI
- End-to-end machine learning development environment
- Pre-trained and custom model deployment
- Automated machine learning (AutoML) capabilities
Google AI Studio
- User-friendly interface for prompt engineering
- Integration with leading large language models
- Fine-tuning capabilities for specific use cases
Model Garden
- Access to a wide range of pre-trained models
- Easy model discovery and deployment
- Regular updates with state-of-the-art models
Responsible AI
- Bias detection and mitigation tools
- Explainable AI features for transparency
- Privacy-preserving machine learning techniques