Kyvos Semantic Layer Features
Reports (5)
Reports Interface
Reports interface for standard and self-service reports is intuitive and easy to use. This feature was mentioned in 65 Kyvos Semantic Layer reviews.
Steps to Answer
Requires a minimal number of steps/clicks to answer business question. 60 reviewers of Kyvos Semantic Layer have provided feedback on this feature.
Graphs and Charts
Based on 58 Kyvos Semantic Layer reviews. Offers a variety of attractive graph and chart formats.
Score Cards
Score cards visually track KPI's. This feature was mentioned in 54 Kyvos Semantic Layer reviews.
Dashboards
Based on 58 Kyvos Semantic Layer reviews. Provides business users an interface to easily design, refine and collaborate on their dashboards
Self Service (6)
Calculated Fields
Based on 54 Kyvos Semantic Layer reviews. Using formulas based on existing data elements, users can create and calculate new field values.
Data Column Filtering
Based on 52 Kyvos Semantic Layer reviews. Business users have the ability to filter data in a report based on predefined or automodeled parameters.
Data Discovery
As reported in 54 Kyvos Semantic Layer reviews. Users can drill down and explore data to discover new insights.
Search
As reported in 51 Kyvos Semantic Layer reviews. Ability to search global data set to find and discover data.
Collaboration / Workflow
As reported in 44 Kyvos Semantic Layer reviews. Ability for users to share data and reports they have built within the BI tool and outside the tool through other collaboration platforms.
Automodeling
As reported in 44 Kyvos Semantic Layer reviews. Tool automatically suggests data types, schemas and hierarchies.
Advanced Analytics (3)
Predictive Analytics
As reported in 46 Kyvos Semantic Layer reviews. Analyze current and historical trends to make predictions about future events.
Data Visualization
Based on 44 Kyvos Semantic Layer reviews. Communicate complex information clearly and effectively through advanced graphical techniques.
Big Data Services
As reported in 45 Kyvos Semantic Layer reviews. Ability to handle large, complex, and/or siloed data sets.
Building Reports (4)
Data Transformation
Converts data formats of source data into the format required for the reporting system without mistakes. 24 reviewers of Kyvos Semantic Layer have provided feedback on this feature.
Data Modeling
Ability to (re)structure data in a manner that allows extracting insights fast and accurate. 25 reviewers of Kyvos Semantic Layer have provided feedback on this feature.
WYSIWYG Report Design
Provides business users an interface to easily design and refine their dashboards and reports. (What You See Is What You Get) This feature was mentioned in 24 Kyvos Semantic Layer reviews.
Integration APIs
Application Programming Interface - Specification for how the application communicates with other software. API's typically enable integration of data, logic, objects, etc with other software applications. This feature was mentioned in 23 Kyvos Semantic Layer reviews.
Database (3)
Real-Time Data Collection
Collects, stores, and organizes massive, unstructured data in real time
Data Distribution
Facilitates the disseminating of collected big data throughout parallel computing clusters
Data Lake
Creates a repository to collect and store raw data from sensors, devices, machines, files, etc.
Integrations (2)
Hadoop Integration
Aligns processing and distribution workflows on top of Apache Hadoop
Spark Integration
Aligns processing and distribution workflows on top of Apache Hadoop
Platform (3)
Machine Scaling
Facilitates solution to run on and scale to a large number of machines and systems
Data Preparation
Curates collected data for big data analytics solutions to analyze, manipulate, and model
Spark Integration
Aligns processing and distribution workflows on top of Apache Hadoop
Processing (2)
Cloud Processing
Moves big data collection and processing to the cloud
Workload Processing
Processes batch, real-time, and streaming data workloads in singular, multi-tenant, or cloud systems
Data Transformation (2)
Real-Time Analytics
Facilitates analysis of high-volume, real-time data.
Data Querying
Allows user to query data through query languages like SQL.
Connectivity (4)
Hadoop Integration
Aligns processing and distribution workflows on top of Apache Hadoop
Spark Integration
Aligns processing and distribution workflows on top of Apache Spark
Multi-Source Analysis
Integrates data from multiple external databases.
Data Lake
Facilitates the dissemination of collected big data throughout parallel computing clusters.
Operations (5)
Data Visualization
Processes data and represents interpretations in a variety of graphic formats.
Data Workflow
Strings together specific functions and datasets to automate analytics iterations.
Governed Discovery
Isolates certain datasets and facilitates management of data access.
Embedded Analytics
Allows big data tool to run and record data within external applications.
Notebooks
Use notebooks for tasks such as creating dashboards with predefined, scheduled queries and visualizations
Data Preparation (2)
Connectors
Ability to connect the analytics platform with a wide range of connector options for common data sources, including popular enterprise applications. 45 reviewers of Kyvos Semantic Layer have provided feedback on this feature.
Data Governance
Based on 38 Kyvos Semantic Layer reviews. Connects to enterprise data governance software, or provides integrated data governance features to avoid misuse of data
Data Modeling and Blending (3)
Data Querying
Using formulas based on existing data elements, users can create and calculate new field values This feature was mentioned in 42 Kyvos Semantic Layer reviews.
Data Filtering
Business users have the ability to filter data in a report based on predefined or automodeled parameters. This feature was mentioned in 39 Kyvos Semantic Layer reviews.
Data Blending
Allows the user to combine data from multiple sources into a functioning dataset. 40 reviewers of Kyvos Semantic Layer have provided feedback on this feature.
Generative AI (2)
AI Text Generation
Allows users to generate text based on a text prompt. 39 reviewers of Kyvos Semantic Layer have provided feedback on this feature.
AI Text Summarization
As reported in 37 Kyvos Semantic Layer reviews. Condenses long documents or text into a brief summary.
Agentic AI - Analytics Platforms (7)
Autonomous Task Execution
Capability to perform complex tasks without constant human input This feature was mentioned in 12 Kyvos Semantic Layer reviews.
Multi-step Planning
As reported in 13 Kyvos Semantic Layer reviews. Ability to break down and plan multi-step processes
Cross-system Integration
Works across multiple software systems or databases This feature was mentioned in 11 Kyvos Semantic Layer reviews.
Adaptive Learning
As reported in 10 Kyvos Semantic Layer reviews. Improves performance based on feedback and experience
Natural Language Interaction
Engages in human-like conversation for task delegation This feature was mentioned in 12 Kyvos Semantic Layer reviews.
Proactive Assistance
Based on 11 Kyvos Semantic Layer reviews. Anticipates needs and offers suggestions without prompting
Decision Making
Based on 13 Kyvos Semantic Layer reviews. Makes informed choices based on available data and objectives
Deployment & Integration - Analytics Platforms (4)
No-code Dashboard Builder
Enables non-technical users to build dashboards through intuitive, drag-and-drop interfaces This feature was mentioned in 10 Kyvos Semantic Layer reviews.
Report Scheduling and Automation
As reported in 10 Kyvos Semantic Layer reviews. Enables automated report generation and scheduled delivery to stakeholders
Embedded Analytics and White-labeling
As reported in 12 Kyvos Semantic Layer reviews. Allows dashboards and analytics to be embedded into external apps with branding flexibility
Data Source Connectivity
Based on 10 Kyvos Semantic Layer reviews. Supports integration with major data sources like cloud data warehouses, SQL/NoSQL databases, and SaaS applications
Performance & Scalability - Analytics Platforms (2)
Large data handling and Query Speed
Efficiently processes large datasets with minimal lag and ensures high performance under load This feature was mentioned in 10 Kyvos Semantic Layer reviews.
Concurrent User Support
Maintains performance and uptime during high traffic from multiple users or teams 11 reviewers of Kyvos Semantic Layer have provided feedback on this feature.
Advanced Analytics & Modeling - Analytics Platforms (3)
Data Modeling and Governance
Supports semantic data layers, role-based access controls, and metadata governance
Notebook and Script Integration
Based on 10 Kyvos Semantic Layer reviews. Integrates with Jupyter, Python, or R for custom analytics and modeling
Built-in Predictive and Statistical Models
Provides native tools for statistical analysis, forecasting, and trend prediction This feature was mentioned in 10 Kyvos Semantic Layer reviews.
Agentic AI Capabilities - Analytics Platforms (4)
Auto-generated Insights and Narratives
Uses AI to generate textual summaries, key takeaways, and data stories from dashboards
Natural Language Queries
Allows users to query data and build reports using conversational or plain language
Proactive KPI Monitoring and Alerts
Detects and notifies users about KPI anomalies or significant metric changes in real time
AI Agents for Analytical Follow-ups
Recommends next questions, analyses, or exploration paths using autonomous AI agents
Personalized Intelligence - Analytics Platforms (3)
Behavioral Learning for Contextual Query Refinement
Learns from historical user interactions to improve and personalize query results over time
Role-based Insight Personalization
Tailors dashboard views and suggestions based on user roles, access levels, and past behavior
Conversational and Prompt-based Analytics
Supports AI-driven exploration via prompts or multi-turn conversations for iterative querying
Deployment & Integration - Semantic Layer Tools (2)
Multi-Environment & Multi-Cloud Support
Supports deployment across multiple environments or cloud platforms with consistent configuration management
Open API & SDK Integration
Provides APIs and SDKs for seamless integration with orchestration, governance, and custom data tools
Data Connectivity & Federation - Semantic Layer Tools (2)
Cross-Source Query Federation
Allows querying and joining data across multiple warehouses and lakes without requiring data replication
Dynamic Schema & Metadata Adaptation
Automatically adapts to schema or metadata changes in connected data sources while maintaining consistency
Data Modeling & Metrics - Semantic Layer Tools (2)
Derived & Calculated Metrics
Enables users to create derived or calculated metrics based on governed data definitions
Time Intelligence Functions
Provides built-in support for time-based calculations such as YoY, MoM, and rolling averages
Performance Optimization - Semantic Layer Tools (2)
Query Caching & Acceleration
Enhances performance by using intelligent caching, precomputation, and acceleration techniques
Adaptive Query Optimization
Automatically tunes and optimizes queries based on data size, frequency, and usage patterns
Governance - Semantic Layer Tools (3)
AI Governance & Observability
Provides visibility and control over how AI systems or automated agents interact with the semantic layer
Metric Lineage for AI Training Data
Tracks how governed metrics and datasets are used in AI/ML training to ensure transparency, compliance, and clear data traceability
Version Control & Change Impact Analysis
Provides version control for semantic models and metrics, with change tracking, rollback, and impact analysis to see how updates affect downstream data or reports
Advanced Intelligence - Semantic Layer Tools (3)
Natural Language Query Interface
Allows users or AI assistants to explore and query metrics through natural language prompts
Semantic Layer for AI/ML Models
Enables AI and machine learning systems to directly consume standardized, governed metrics and logic
Recommendation Engine
Suggests relevant metrics, joins, or insights based on context and historical usage patterns
Agentic AI Enablement - Semantic Layer Tools (3)
Agentic Query Orchestration
Enables autonomous AI agents to compose, execute, and refine analytical queries via the semantic layer
Contextual Reasoning Layer
Provides semantic context graphs that help AI agents understand data relationships and business logic
Workflow Automation via Semantic Agents
Allows semantic agents to trigger automated actions such as data refreshes, alerts, or report generation


