PRODUCT
Product
WHY COUCHBASE
Everything AI needs to put your data to work
An operational data platform that tackles AI’s biggest challenges and trust issues. Couchbase simplifies development, manages diverse data, automates RAG pipelines, delivers real-time performance at scale, and helps govern applications and agents.
AI Data Plane
One data layer giving agents memory, secure access, governance, and caching – so your data, not the model, works.
Performance at scale
Millisecond responses even for billion-scale vector search. Get fast throughput with highly accurate recall.
Run anywhere
The same AI data plane runs self-managed, hybrid, or at the edge.
RAG automation
Automate data ingestion, vectorization, and indexing to improve AI context and results.
Trust & agents
Govern agents with Agent Catalog – manage prompts, tools, metadata, and end-to-end traces to control behavior.
Control cost
Cut redundant LLM calls with exact and semantic caching while keeping cache, vectors, docs, and data together.
Artificial Intelligence
Top AI use cases
Delight customers with hyper-personalized applications and empower employees with AI agents that streamline work. Ensure fast, quality results and reduce hallucinations with our operational data platform for AI.
AI agents (agents & memory)
Give agents persistent memory across sessions, and simplify management of their tools, prompts, and traces – so you can debug, govern, and keep behavior grounded as it changes.
RAG-based GenAI applications
Build real-time GenAI with more accurate, timely results powered by your corporate data. Our vector search options align to your needs to deliver milliseconds responses even at billion scale.
Search (semantic & hybrid)
Build superior search and recommendations systems. Our flexible indexing allows for sophisticated hybrid queries that combine vector, text, geospatial, and operational data with millisecond response.
Edge AI
Power mobile apps with vector search and predictive analytics, even offline. Securely sync vector data and AI models from the cloud to the edge to empower teams with powerful new capabilities.
Machine learning
Use our real-time database platform to empower machine learning models for predictive trend and anomaly detection to avoid fraudulent activities.
“We looked at Couchbase and Mongo. We found that the replication technology across data centers for Couchbase was superior, especially for the large workloads.”
<1
ms response times
24x365
application uptime
“With search integrated into Couchbase, we can seamlessly search all this data and derive relevance-based intelligence using a single data platform.”
500K+
videos stored
“Couchbase real-time communications data and high concurrency query greatly improve the performance and stability for the AI Assistant application.”
70M
documents
8K
operations per second
“We looked for a solution with high performance, scalability, and uptime. We combined all our requirements and concluded that Couchbase was the database for us.”
60%
reduction in operating costs
50%
decrease in street and area lighting costs
Related resources
Your AI agents are stuck in pilot. It’s a data problem, not a model problem
Couchbase AI Data Plane product demo
Couchbase AI Data Plane for fast and powerful enterprise AI
AI-powered applications FAQ
Get quick answers to questions about AI for apps, databases, and more.
What is vector search?
A technique for data retrieval where objects (text, images, and videos) are represented as vectors (arrays of numbers) and objects are matched via similar numerical characteristics.
What are predictive and generative AI?
Predictive AI is designed to forecast outcomes based on historical data and real-time analysis. Generative AI creates new content that mimics original data, often for natural language conversations.
What are applicable use cases for generative AI?
Common use cases include hyper-personalized content generation, chatbot Q&A, enhanced enterprise search, recommendation systems, hybrid search, and data analysis.
What is an AI-powered application?
Agentic and other AI-powered applications combine user information, real-time contextual data, predictive calculations, and NLP GenAI to deliver hyper-personalized experiences with the power of LLMs.
Why use one data layer for AI agents?
Scattered agent infrastructure adds complexity, latency, and cost. Couchbase AI Data Plane keeps memory, data access, governance, and cache together to lower TCO and speed results.
Why is Couchbase so fast?
Couchbase delivers real-time performance with in-memory processing, highly efficient indexing, and a scalable distributed architecture. It also ensures data durability and supports complex SQL++ queries.
Start building
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Get in touch
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