THINK INSIDE
THE DATABASE
RavenDB simplifies AI integration into the core data engine, and gives developers full control over performance, cost and compliance, with no need for middleware, external orchestration, or cloud lock-in.
Unlock the Power of Generative AI INTEGRATION Inside Your Database
Seamlessly integrate GenAI directly with the database engine – enabling real-time content generation, enrichment, security, and automation – without complex development, costly integrations or security compromises.
Use any LLM,
your way
Accelerate
innovation
Improve security
& compliance
Reduce costs with
intelligent caching
Avoid fragile
integrations
see it in action
INTEGRATE FAST - DEPLOY FASTER
Introducing a powerful yet streamlined GenAI orchestration mechanism that handles the full workflow, from document retrieval to LLM-based enrichment. Now, developers can configure RavenDB to send documents to any LLM – along with prompts and schemas-and receive structured JSON in return. These AI-generated outputs can update existing records, or be saved as new entities directly within the database.
Further customization is enabled through embedded JavaScript transformations, letting developers fine-tune outputs. Built-in caching boosts performance and cuts costs, by avoiding redundant LLM calls, making it faster and cheaper to deliver robust GenAI features.
Go from an idea to a POC in less time than you spend onboarding other products
REAL Business Value
Opening up RavenDB to GenAI isn’t just a technical upgrade – it’s a strategic lever for faster delivery, leaner operations, and smarter scale. Here’s what it means for your business:
Reduce Time to Market
Ship AI-powered features faster by cutting out orchestration layers and external dependencies.
Lower Cloud & Infra Costs
Eliminate the need for duplicative data pipelines, staging environments and GenAI-specific middleware.
Scale with Confidence
Let your operational database do more without scaling your architecture team.
Streamline Workflows
Automate tagging, enrichment, classification, and ticket routing. Saving hours of manual work.
Accelerate AI Adoption
Empower developers to use GenAI immediately within existing data models. No new systems, no retraining.
Stay in Control
Maintain governance, observability, and security while selectively connecting to LLMs - on your terms.
Develop Powerful AI Workflows Today
Automated Document Enrichment and Metadata Generation
What you can do:
Automatically enrich existing data by analyzing content and adding tags, summaries, categories, or contextual metadata.
Why it matters:
- Boosts search, analytics and discoverability while drastically reduces manual processing cost and time.
- Simplified setup and logistics, turns projects into a faster, smoother experience.
- Perfect for e-commerce (product metadata), content management (auto-tagging articles) and enterprise knowledge bases.
Turn your data into self-describing, self-optimizing assets – without leaving the database.
Contextual Data Synthesis and Generation
What you can do:
Generate new documents, summaries or insights, based on existing data patterns inside RavenDB. Potential uses can be auto-creating customer profiles, incident reports, or marketing briefs.
Why it matters:
- Unlocks new automation workflows.
- Reduces developer workload.
- Helps enterprises continuously expand their usable datasets.
DATA ISN’T JUST FOR STORING – IT IS FOR THINKING.
Intelligent ETL and Data Pipeline Optimization
What you can do:
Use GenAI to automatically transform and normalize incoming data streams (format corrections, schema suggestions, enrichment).
Why it matters:
- Prevents brittle manually-coded ETL jobs.
- Enables more resilient, self-healing pipelines.
- Helps enterprises continuously expand their usable datasets.
Data pipelines that learn and adapt in real time.
