Oracle Database 23ai – AI-Powered Converged Data Platform

Empower your business with smarter applications, real-time vector search, and AI-driven insights—seamlessly embedded within your Oracle data infrastructure.Goldenore helps enterprises harness Oracle Database 23ai to unify multimodal data, accelerate AI adoption, and simplify operations across on-prem, OCI, and hybrid environments.

AI Features, Vector Search & Use Cases of Oracle Database 23ai

Oracle Database 23ai is Oracle’s next-generation, AI-integrated database platform, designed to unify structured, unstructured, and vector data across a single engine. Built on a converged architecture, it eliminates the complexity of maintaining fragmented systems and enables enterprises to run transactional (OLTP), analytical (OLAP), and AI workloads at scale.

Unlike siloed, purpose-built databases, Oracle Database 23ai supports JSON, graph, vector, spatial, and relational data types natively—ensuring data consistency, scalability, and operational simplicity.

This platform empowers development and data teams to deliver real-time insights, build modern apps, and accelerate AI initiatives without the need for complex third-party tools.

Key Capabilities of Oracle Database 23ai
Oracle Database 23ai transforms enterprise data management by embedding advanced AI capabilities directly into the database layer.

This architecture allows organizations to run intelligent workloads—such as vector search, LLM integration, and real-time semantic analysis—without relying on external services or moving data outside the platform. The result is a faster, more secure path to AI adoption that simplifies infrastructure and accelerates innovation across business-critical applications.

AI-Driven Workloads with Built-In Predictive Capabilities:

Oracle Database 23ai enables seamless integration of artificial intelligence into enterprise workloads. Teams can embed predictive logic and intelligent automation directly into data pipelines—improving accuracy, agility, and decision-making at scale.

Accelerate Semantic Search with Oracle AI Vector Search:

The AI Vector Search engine supports ultra-fast similarity searches across structured and unstructured data. Using SQL-based vector indexes, developers can identify semantic patterns in images, documents, and text—powering use cases like fraud detection, product recommendations, and legal document analysis.

Integrate LLMs with Business Data Using Retrieval-Augmented Generation (RAG):

By supporting Retrieval-Augmented Generation (RAG), Oracle 23ai enables organizations to securely link LLMs (Large Language Models) with proprietary datasets. This improves answer precision, adds real-world context, and minimizes hallucinations.

Easily Deploy Similarity Search Using SQL and REST APIs:

Built with developer experience in mind, AI Vector Search integrates into existing apps using standard SQL and REST APIs, removing the need for custom architecture rework.

No-Code Tools for Fast AI and ML Model Deployment:

Built-in machine learning capabilities allow developers and analysts to train, evaluate, and deploy predictive models without needing advanced data science skills—accelerating time-to-insight.

Store Vectors and Data Together with Unified Architecture:

Store raw data and vector representations in one environment, reducing complexity, eliminating data duplication, and streamlining infrastructure for real-time AI workloads.

Full Platform Support for Enterprise-Scale AI Applications:

Oracle Database 23ai delivers a robust, secure platform for all AI-powered use cases—from advanced search and contextual analytics to full-scale vector indexing and model execution.


With these capabilities, Oracle Database 23ai positions itself as the core engine for AI-first enterprises—supporting intelligent automation, vector search, and multimodal data processing at cloud scale.

LLM & Generative AI Use Cases with Oracle Database 23ai

Oracle Database 23ai supports a wide range of enterprise-level AI use cases:

Similarity Search Across Modalities:Index and search across documents, images, video, and audio to return contextually similar results. 

Enterprise GenAI Application Development:Use AI Vector Search and business data to build GenAI tools that power chatbots, document summarization, and knowledge assistants.

Improved Virtual Assistants and Chatbots:Combine LLMs with RAG pipelines to provide answers rooted in real-time business data and eliminate irrelevant output.

Semantic Search Across Diverse Data Sets: Detect complex patterns across structured and unstructured datasets for advanced discovery and research.

Personalization Engines: Deliver tailored content and recommendations based on customer intent, preferences, and history.

Faster Decision Support: Deliver AI-powered dashboards and recommendations to executives by blending insights from real-time systems and vectorized archives

Oracle Database 23ai allows your teams to innovate while simplifying infrastructure—converging relational, document, and vector storage in one intelligent layer.

Oracle 23ai Consulting, AI Deployment & Performance Services by Goldenore

Goldenore delivers end-to-end services for organizations adopting Oracle Database 23ai, helping enterprises unlock the full potential of embedded AI and converged data.

1. Strategic Consulting for Oracle 23ai and Enterprise Data Management


  • Goldenore supports technology and data leaders in developing clear, results-driven enterprise data strategies aligned with business objectives. Our consulting services span Oracle 23ai strategy development, data governance, storage and archiving optimization, data quality assurance, security and compliance, and the management of data migration and transformation initiatives.

2. Full Lifecycle Services for Oracle Database 23ai Deployments

  • We provide comprehensive support across the entire Oracle data management lifecycle. Starting with an in-depth assessment of your current infrastructure and goals, we design and implement optimal solutions based on Oracle Database 23ai. Our services include system installation and configuration, seamless integration with existing environments, secure Oracle data migration, and real-time replication to ensure business continuity and platform resilience.

3. Performance Optimization for Oracle Exadata & Oracle 23ai

  • Goldenore offers ongoing performance monitoring and tuning for Oracle Database 23ai and Oracle Exadata environments to maximize system performance and scalability. Our approach focuses on configuration optimization, efficient resource utilization, and process refinement—contributing to operational efficiency, system reliability, and infrastructure cost reduction.

3. SLA-Based Oracle Infrastructure Support & Maintenance

  • Our dedicated Oracle support team ensures your systems remain secure, reliable, and fully optimized. We provide proactive technical assistance, regular maintenance, and expert guidance based on Oracle best practices to keep your infrastructure running at peak performance and compliance standards.

3. Custom AI & Data Development Projects: Kafka, LLM, ESP, NLP

  • We deliver specialized solutions tailored to advanced enterprise data use cases, including Java and Kafka development, Event Stream Processing (ESP), Natural Language Processing (NLP), Generative AI (LLM), and Machine Learning (ML). These capabilities empower organizations to unlock the full potential of Oracle Database 23ai for innovation-driven business applications.

3. Unified Oracle Data Stack Integration & Multi-Platform Expertise

  • Goldenore provides deep expertise across the full data technology stack—covering cloud and hybrid infrastructure setups (including Oracle Cloud Infrastructure), real-time data integration tools such as Oracle GoldenGate, engineered systems like Oracle Exadata, relational databases (Oracle, PostgreSQL), middleware platforms like Apache Kafka, and big data environments including Cloudera Spark and HDFS.

Ready to Embed AI into Your Oracle Data Strategy?

Goldenore can help you activate Oracle Database 23ai’s full capabilities—from data modeling and vector search to GenAI application deployment.
Let’s build your next-generation architecture together.

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