Lightdash
The open-source BI platform that turns your dbt project into a governed, version-controlled analytics engine.
Augmented analytics for the enterprise, powered by automated machine learning and natural language processing.
Oracle Analytics Cloud (OAC) represents the pinnacle of augmented analytics within the 2026 enterprise landscape. Built on a cloud-native architecture that leverages Oracle’s second-generation cloud infrastructure (OCI), OAC integrates advanced machine learning and artificial intelligence directly into the business intelligence workflow. Unlike traditional BI tools that require separate data science environments, OAC features 'Explain' capabilities that use ML to automatically identify correlations, outliers, and drivers in datasets. It serves as a unified platform for self-service data visualization, enterprise reporting, and advanced predictive modeling. The platform's 2026 position is solidified by its deep integration with Oracle Autonomous Database, allowing for high-performance in-database processing and reducing data latency. For global enterprises, OAC provides a governed environment where data lineage and security are paramount, supporting hybrid cloud deployments and multi-cloud connectivity. Its natural language processing (NLP) interface allows non-technical stakeholders to query complex data using conversational language, democratizing insights across the organization and reducing the burden on dedicated data science teams through automated 'Explain' features and data storytelling.
Uses machine learning algorithms to automatically profile data, identify key drivers of metrics, and detect anomalies without user coding.
The open-source BI platform that turns your dbt project into a governed, version-controlled analytics engine.
Transform raw data into real-time metrics with a powerful semantic layer and automated BI dashboards.
The AI-powered data scientist that automates complex analysis, visualization, and predictive modeling through sandboxed code execution.
The world's most adaptable EPM platform for autonomous financial and operational planning.
Verified feedback from the global deployment network.
Post queries, share implementation strategies, and help other users.
A conversational interface that translates text or voice commands into SQL queries and visualizes the results instantly.
Extensible API framework that allows users to trigger external business processes directly from a visualization.
High-fidelity reporting engine (formerly BI Publisher) for highly formatted, regulatory, and industrial-scale document generation.
ML-driven suggestions for data enrichment, such as identifying sensitive data, geo-coding, and date formatting.
Pushes complex analytical calculations directly into the Oracle Autonomous Database compute layer.
A mobile-first app that uses location-based services to deliver relevant data 'cards' to users based on their physical proximity to business assets.
Inventory stockouts occurring due to lack of real-time demand visibility.
Registry Updated:2/7/2026
High customer attrition in banking services without clear indicators.
Manually generating high-fidelity compliance reports is time-consuming and prone to error.