Deploy AI without compromising data sovereignty. Enterprise APIs, private instances, and self-hosted options.
Public AI tools process data on external servers. For many organisations, that's unacceptable. This technical course covers private AI deployment options—from API configurations that minimise data exposure to fully self-hosted open-source models. Includes hands-on experience with Fractium, Echofold's GDPR-compliant AI platform.
Infrastructure/DevOps experience, familiarity with cloud platforms or on-premise deployment
Where does data go? Training data concerns. Regulatory requirements. Risk assessment.
Enterprise API tiers. Private instances. Self-hosted models. Trade-offs matrix.
Zero data retention. Private endpoints. VPC connectivity. Compliance certifications.
Deploy and use Echofold's GDPR-compliant AI platform. EU-hosted. No data training.
Llama, Mistral, and alternatives. Hardware requirements. Performance trade-offs.
Deployment patterns. Scaling. Monitoring. Updates and maintenance.
Authentication. Authorisation. Audit logging. Data handling policies.
Create a private AI deployment plan for your organisation.
We come to your offices. Ideal for team-wide training.
Live virtual sessions. Full interaction with instructors.
Join scheduled sessions at our training facility.
Request this course for your team. We'll follow up with availability, pricing for your group size, and answer any questions.
We respond within 24 hours with a tailored proposal
Flexible scheduling for on-site, remote, or hybrid delivery
Volume discounts available for larger groups
AI-powered development in your terminal. Generate code, debug issues, refactor safely, integrate with Git.
Integrate Claude into your products and systems. Build chatbots, document processors, and AI-powered features.
Essential AI literacy for every team member. Understand what AI can do, use tools confidently, and identify opportunities.