Guides

AI Research and Development Super Pack

AI prototyping laid the groundwork. Now it’s time to deliver measurable impact. deepset's Outcomes-Based AI Playbook is your strategic framework to scale AI with purpose and prove ROI.

Das KIWise-Whitepaper 2025 hebt hervor, dass viele KMU immer noch Schwierigkeiten haben, den Schritt vom Bewusstsein für KI zur Umsetzung von KI zu vollziehen. Lesen Sie den Leitfaden, um zu erfahren, welche konkreten Maßnahmen KMU ergreifen können, um wirkungsvolle KI-Anwendungen erfolgreich einzusetzen.

AI Sovereignty has evolved from a strategic consideration into an operational imperative. Download the Gartner® report to learn how to architect AI systems on an open, modular platform to effectively meet sovereign AI requirements across data, models, and infrastructure.

Download the report to learn how to apply the key principles of Context Engineering to build AI systems that successfully transition from prototype to production.

‍This guide explores the ideal approach for moving from fragmented AI experimentation to robust production-grade AI systems.

This guide introduces context engineering as the discipline for building reliable, scalable AI systems. Instead of endlessly tweaking prompts, it shows how to design, orchestrate, and govern the flow of information into models: turning AI from a fragile prototype into a continuously improving system.

This guide introduces a systems-oriented approach to moving from pilot to production, centered on AI orchestration and context engineering. By building AI systems as modular, tunable pipelines rather than model integrations, enterprise teams can minimize artificial tradeoffs and build AI capabilities that are resilient, governable, and economically sustainable.

A practical guide to Sovereign AI, showing how to build resilient, compliant, and flexible AI systems with full ownership and control of your data, models, and infrastructure across the entire lifecycle.

Discover how LLM-powered Intelligent Document Processing delivers 40% faster analysis while improving accuracy and driving revenue growth. Explore real-world examples from finance, legal, and real estate sectors that are successfully transforming their document workflows.

Building Trustworthy, Scalable, Reliable, and Secure AI Systems - Access this O’Reilly resource for a step-by-step guide on how to build enterprise-grade AI Retrieval-Augmented Generation (RAG) applications with Haystack, deepset’s easy to use framework for modular LLM orchestration.

Learn how your organization can realize the full potential of AI with the right team in place.