ILUM Features
Reports (8)
Reports Interface
Based on 10 ILUM reviews. Reports interface for standard and self-service reports is intuitive and easy to use.
Steps to Answer
As reported in 10 ILUM reviews. Requires a minimal number of steps/clicks to answer business question.
Graphs and Charts
Based on 10 ILUM reviews. Offers a variety of attractive graph and chart formats.
Score Cards
Score cards visually track KPI's. 10 reviewers of ILUM have provided feedback on this feature.
Dashboards
As reported in 10 ILUM reviews. Provides business users an interface to easily design, refine and collaborate on their dashboards
Reports Interface
Reports interface for standard and self-service reports is intuitive and easy to use.
Share Reports
Receive email reports and notifications regarding metrics.
Steps to Answer
Requires a minimal number of steps/clicks to answer business question.
Self Service (6)
Calculated Fields
Using formulas based on existing data elements, users can create and calculate new field values. This feature was mentioned in 10 ILUM reviews.
Data Column Filtering
Business users have the ability to filter data in a report based on predefined or automodeled parameters. This feature was mentioned in 10 ILUM reviews.
Data Discovery
Users can drill down and explore data to discover new insights.
Search
Ability to search global data set to find and discover data. This feature was mentioned in 10 ILUM reviews.
Collaboration / Workflow
Based on 10 ILUM 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
Tool automatically suggests data types, schemas and hierarchies. 10 reviewers of ILUM have provided feedback on this feature.
Advanced Analytics (3)
Predictive Analytics
Analyze current and historical trends to make predictions about future events. This feature was mentioned in 10 ILUM reviews.
Data Visualization
Communicate complex information clearly and effectively through advanced graphical techniques. 10 reviewers of ILUM have provided feedback on this feature.
Big Data Services
Ability to handle large, complex, and/or siloed data sets. This feature was mentioned in 10 ILUM reviews.
Building Reports (4)
Data Transformation
Converts data formats of source data into the format required for the reporting system without mistakes. This feature was mentioned in 10 ILUM reviews.
Data Modeling
Ability to (re)structure data in a manner that allows extracting insights fast and accurate. This feature was mentioned in 10 ILUM reviews.
WYSIWYG Report Design
As reported in 10 ILUM reviews. Provides business users an interface to easily design and refine their dashboards and reports. (What You See Is What You Get)
Integration APIs
Based on 10 ILUM reviews. 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.
Data Updates (5)
Historical Snapshots
Ability to track historical data.
Real-Time Updating
Track metrics in real time with consistent and frequent updates.
Email Reports
Receive email reports and notifications regarding metric.
Historical Snapshots
Ability to track historical data.
Real-Time Updating
Track metrics in real time with consistent and frequent updates.
Model Development (5)
Language Support
Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript
Drag and Drop
Offers the ability for developers to drag and drop pieces of code or algorithms when building models
Pre-Built Algorithms
Provides users with pre-built algorithms for simpler model development
Model Training
Supplies large data sets for training individual models
Feature Engineering
Transforms raw data into features that better represent the underlying problem to the predictive models
Machine/Deep Learning Services (6)
Computer Vision
Offers image recognition services
Natural Language Processing
Offers natural language processing services
Natural Language Generation
Offers natural language generation services
Artificial Neural Networks
Offers artificial neural networks for users
Natural Language Understanding
Offers natural language understanding services
Deep Learning
Provides deep learning capabilities
Deployment (15)
Managed Service
Manages the intelligent application for the user, reducing the need of infrastructure
Application
Allows users to insert machine learning into operating applications
Scalability
Provides easily scaled machine learning applications and infrastructure
Language Flexibility
As reported in 10 ILUM reviews. Allows users to input models built in a variety of languages.
Framework Flexibility
Allows users to choose the framework or workbench of their preference. 10 reviewers of ILUM have provided feedback on this feature.
Versioning
Based on 10 ILUM reviews. Records versioning as models are iterated upon.
Ease of Deployment
Provides a way to quickly and efficiently deploy machine learning models. This feature was mentioned in 10 ILUM reviews.
Scalability
Offers a way to scale the use of machine learning models across an enterprise. 10 reviewers of ILUM have provided feedback on this feature.
On-Premise
Provides On-Premise deployment options. 23 reviewers of ILUM have provided feedback on this feature.
Cloud
Provides Cloud deployment options (private or public cloud, hybrid cloud). This feature was mentioned in 23 ILUM reviews.
Language Flexibility
As reported in 10 ILUM reviews. Allows users to input models built in a variety of languages.
Framework Flexibility
As reported in 10 ILUM reviews. Allows users to choose the framework or workbench of their preference.
Versioning
Records versioning as models are iterated upon. 10 reviewers of ILUM have provided feedback on this feature.
Ease of Deployment
Provides a way to quickly and efficiently deploy machine learning models. 10 reviewers of ILUM have provided feedback on this feature.
Scalability
Based on 10 ILUM reviews. Offers a way to scale the use of machine learning models across an enterprise.
Database (3)
Real-Time Data Collection
Collects, stores, and organizes massive, unstructured data in real time This feature was mentioned in 10 ILUM reviews.
Data Distribution
Facilitates the disseminating of collected big data throughout parallel computing clusters 10 reviewers of ILUM have provided feedback on this feature.
Data Lake
Based on 10 ILUM reviews. 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 This feature was mentioned in 10 ILUM reviews.
Spark Integration
Aligns processing and distribution workflows on top of Apache Hadoop This feature was mentioned in 10 ILUM reviews.
Platform (3)
Machine Scaling
Facilitates solution to run on and scale to a large number of machines and systems 10 reviewers of ILUM have provided feedback on this feature.
Data Preparation
Curates collected data for big data analytics solutions to analyze, manipulate, and model This feature was mentioned in 10 ILUM reviews.
Spark Integration
Aligns processing and distribution workflows on top of Apache Hadoop This feature was mentioned in 10 ILUM reviews.
Processing (2)
Cloud Processing
As reported in 10 ILUM reviews. Moves big data collection and processing to the cloud
Workload Processing
As reported in 10 ILUM reviews. 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. This feature was mentioned in 10 ILUM reviews.
Data Querying
As reported in 10 ILUM reviews. Allows user to query data through query languages like SQL.
Connectivity (4)
Hadoop Integration
Aligns processing and distribution workflows on top of Apache Hadoop 10 reviewers of ILUM have provided feedback on this feature.
Spark Integration
Aligns processing and distribution workflows on top of Apache Spark 10 reviewers of ILUM have provided feedback on this feature.
Multi-Source Analysis
As reported in 10 ILUM reviews. Integrates data from multiple external databases.
Data Lake
Facilitates the dissemination of collected big data throughout parallel computing clusters. 10 reviewers of ILUM have provided feedback on this feature.
Operations (8)
Data Visualization
Processes data and represents interpretations in a variety of graphic formats. This feature was mentioned in 10 ILUM reviews.
Data Workflow
As reported in 10 ILUM reviews. Strings together specific functions and datasets to automate analytics iterations.
Governed Discovery
Isolates certain datasets and facilitates management of data access. 10 reviewers of ILUM have provided feedback on this feature.
Embedded Analytics
As reported in 10 ILUM reviews. 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 This feature was mentioned in 10 ILUM reviews.
Metrics
As reported in 10 ILUM reviews. Control model usage and performance in production
Infrastructure management
Deploy mission-critical ML applications where and when you need them 10 reviewers of ILUM have provided feedback on this feature.
Collaboration
Easily compare experiments—code, hyperparameters, metrics, predictions, dependencies, system metrics, and more—to understand differences in model performance. This feature was mentioned in 10 ILUM reviews.
Core Conversational Capabilities - AI Chatbots (3)
Controlled LLM Response Generation
Uses LLMs to generate dynamic responses within defined boundaries and business-safe content rules.
Context Maintenance Within Sessions
Maintains context across user turns in a single session to provide coherent, relevant responses.
Natural Language Understanding & Intent Inference
Understands varied user phrasing and infers intent without relying solely on keywords or scripts.
Task & Flow Management - AI Chatbots (2)
Scripted Dialogue & Decision Tree Support
Supports building conversational flows using predefined paths, rules, and decision trees.
Fallback Responses for Unknown Queries
Provides fallback messages or guidance when the bot cannot understand or fulfill a query.
Administration (4)
Data Modelling
Tools to (re)structure data in a manner that allows extracting insights quickly and accurately
Recommendations
Analyzes data to find and recommend the highest value customer segmentations.
Workflow Management
Tools to create and adjust workflows to ensure consistency.
Dashboards and Visualizations
Presents information and analytics in a digestible, intuitive, and visually appealing way.
Compliance (4)
Sensitive Data Compliance
Supports compliance with PII, GDPR, HIPPA, PCI, and other regulatory standards.
Training and Guidelines
Provides guidelines or training related to sensitive data compliance requirements,
Policy Enforcement
Allows administrators to set policies for security and data governance
Compliance Monitoring
Monitors data quality and send alerts based on violations or misuse
Data Quality (3)
Data Preparation
Curates collected data for big data analytics solutions to analyze, manipulate, and model
Data Distribution
Facilitates the disseminating of collected big data throughout parallel computing clusters
Data Unification
Compile data from across all systems so that users can view relevant information easily.
Management (14)
Reporting
As reported in 10 ILUM reviews. View ETL process data via reports and visualizations like charts and graphs.
Auditing
Based on 10 ILUM reviews. Record ETL historical data for auditing and potential data correction needs.
Cataloging
Records and organizes all machine learning models that have been deployed across the business. This feature was mentioned in 10 ILUM reviews.
Monitoring
Tracks the performance and accuracy of machine learning models. This feature was mentioned in 10 ILUM reviews.
Governing
Provisions users based on authorization to both deploy and iterate upon machine learning models. This feature was mentioned in 10 ILUM reviews.
Model Registry
As reported in 10 ILUM reviews. Allows users to manage model artifacts and tracks which models are deployed in production.
Business Glossary
Lets users build a glossary of business terms, vocabulary and definitions across multiple tools.
Data Discovery
Provides a built-in integrated data catalog that allows users to easily locate data across multiple sources.
Data Profililng
Monitors and cleanses data with the help of business rules and analytical algorithms.
Reporting and Visualization
Visualize data flows and lineage that demonstrates compliance with reports and dashboards through a single console.
Data Lineage
Provides an automated data lineage functionality which provides visibility over the entire data movement journey from data origination to destination.
Cataloging
Based on 10 ILUM reviews. Records and organizes all machine learning models that have been deployed across the business.
Monitoring
Based on 10 ILUM reviews. Tracks the performance and accuracy of machine learning models.
Governing
Provisions users based on authorization to both deploy and iterate upon machine learning models. This feature was mentioned in 10 ILUM reviews.
Functionality (5)
Extraction
Extract data from the designated source(s) like relational databases, JSON files, and XML files. 10 reviewers of ILUM have provided feedback on this feature.
Transformation
Based on 10 ILUM reviews. Cleanse and re-format extracted data to the needed target format.
Loading
Based on 10 ILUM reviews. Load reformatted data into target database, data warehouse, or other storage location.
Automation
Based on 10 ILUM reviews. Arrange ETL processes to occur automatically on needed time schedule (e.g., daily, weekly, monthly).
Scalability
As reported in 10 ILUM reviews. Capable of scaling processing power up or down based on ETL volume.
Deployment & Embedding - AI Chatbots (2)
API Access for Business System Integration
Provides API access to connect with proprietary business systems or internal data sources.
Web Widget & SDK Embedding
Offers embeddable widgets or SDKs for integration into websites, apps, or third-party tools.
Admin & Configuration - AI Chatbots (1)
No-Code Conversation Design
Allows non-developers to configure and design chatbot flows via visual or no-code interfaces.
System (5)
Data Ingestion & Wrangling
Gives user ability to import a variety of data sources for immediate use
API Flexibility
Evaluates the chatbot's ability to provide flexible APIs for custom integrations and functionality expansions.
Update Frequency and Utility
Regularly receives updates that contribute to continuous improvement of the product.
Cross-Platform Compatibility
Assesses the chatbot's ability to function seamlessly across various platforms and devices.
Software Integration
Seamlessly integrates with other platforms or software systems, enhancing overall utility.
Data Preparation (2)
Connectors
Based on 10 ILUM reviews. Ability to connect the analytics platform with a wide range of connector options for common data sources, including popular enterprise applications.
Data Governance
Connects to enterprise data governance software, or provides integrated data governance features to avoid misuse of data 10 reviewers of ILUM have provided feedback on this feature.
Data Modeling and Blending (3)
Data Querying
As reported in 10 ILUM reviews. Using formulas based on existing data elements, users can create and calculate new field values
Data Filtering
Based on 10 ILUM reviews. Business users have the ability to filter data in a report based on predefined or automodeled parameters.
Data Blending
As reported in 10 ILUM reviews. Allows the user to combine data from multiple sources into a functioning dataset.
Data Management (14)
Data Integration
Consolidate data from various disparate sources in a single unified view
Data Discovery
Understand the state of data, applications, systems and services
Multi - Platform
Manage data across environments (on-premises cloud, hybrid, and multi-cloud)
Metadata
Provides metadata management and lineage capabilities
Data Integration
Based on 23 ILUM reviews. Consolidates, Cleanses and Normalizes data from multiple disparate sources.
Data Compression
As reported in 23 ILUM reviews. Helps save storage capacity and improves query performance.
Data Quality
Eliminates data inconsistency and duplications ensuring data integrity. 23 reviewers of ILUM have provided feedback on this feature.
Built-In Data Analytics
SQL based analytics functions like Time series, pattern matching, geospatial analytics etc. This feature was mentioned in 23 ILUM reviews.
In-Database Machine Learning
Based on 22 ILUM reviews. Provides built in capabilities like machine learning algorithms, data preparation functions, model evaluation and management etc.
Data Lake Analytics
Allows data querying across data formats like parquet, ORC, JSON etc and analyze complex data types on HDFS This feature was mentioned in 23 ILUM reviews.
Data Integration
Integrates data and data-related technologies into a single environment. 10 reviewers of ILUM have provided feedback on this feature.
Metadata
As reported in 10 ILUM reviews. Provides metadata management capabilities.
Self-service
Empowers the user via a self-service capability to manage data workflows. 10 reviewers of ILUM have provided feedback on this feature.
Automated workflows
Based on 10 ILUM reviews. Completely automates end-to-end data workflows across the data integration lifecycle.
Analytics (3)
Data Analytics
Supports advanced analytics solutions for better business decision making
Analytics capabilities
Based on 10 ILUM reviews. Provides a high performance, flexibile analytics platform to support data management and embrace data driven decision making.
Dasboard visualizations
Based on 10 ILUM reviews. Collect and displays metrics across the data integration via a dashboard.
Security (8)
Compliance
Rules and regulations inherited from source systems or defined to secure sensitive data
Governance
Grant or restrict data access and control
Data Protection
Built - In Backup and Disaster Recovery
Data Governance
Policies, procedures and standards to manage and access data. This feature was mentioned in 22 ILUM reviews.
Data Security
Restricts data access at a cell level, mask or hide parts of cells, and encrypt data at rest and in motion 22 reviewers of ILUM have provided feedback on this feature.
Access Control
Authenticates and authorizes individuals to access the data they are allowed to see and use.
Roles Management
Helps identify and manage the roles of owners and stewards of data.
Compliance Management
Helps adhere to data privacy regulations and norms.
Integration (3)
AI/ ML Integration
Integrates with data science workflows, Machine Learning and artificial intelligence (AI) capabilities. 22 reviewers of ILUM have provided feedback on this feature.
BI Tool Integration
Integrates with BI Tools to transform data into Actionable Insights. This feature was mentioned in 23 ILUM reviews.
Data lake Integration
Provides speed in data processing and capturing unstructured, semi-structured and streaming data. This feature was mentioned in 23 ILUM reviews.
Performance (1)
Scalability
As reported in 23 ILUM reviews. Manages huge volumes of data, upscale or downscale as per demand.
Maintainence (2)
Data Quality Management
Defines, validates, and monitors business rules to safeguard master data readiness.
Policy Management
Allows users to create and review data policies to make them consistent across the organization.
Visualization (4)
Graphs and Charts
Offers a variety of attractive graph and chart formats.
Score Cards
Score cards visually track KPI's.
Dashboards
Provides business users an interface to easily design, refine and collaborate on their dashboards
Formats
Allows one to create and export visualization into various formats (PNG, JPEG, etc.)
Collaboration (3)
Sharing
Provides the ability to easily share visualizations.
Co-Editing
Allows multiple users to edit and create visualizations together.
Devices
Has the ability to edit visualization across devices and device types (e.g. computer and phone).
Monitoring and Management (2)
Data Observability
Involved solely in monitoring data pipelines, sending alerts and troubleshooting data. This feature was mentioned in 10 ILUM reviews.
Testing capabilities
Deploys testing capabilities such as report testing, big data testing, cloud data migration testing, ETL and data warehouse testing. This feature was mentioned in 10 ILUM reviews.
Cloud Deployment (2)
Hybrid cloud support
Supports analytical platforms and data pipelines across complex hybrid environments. 10 reviewers of ILUM have provided feedback on this feature.
Cloud migration capabilities
Based on 10 ILUM reviews. Supports migration of component or pipeline to different cloud environments.
Data (2)
Reliability
Ensures consistent performance, delivering reliable outputs based on user prompts.
Data Security
Implements stringent measures to protect user data and ensure privacy.
Interaction (5)
Complex Query Handling
Shows adeptness in comprehending and responding to complex or multi-part queries.
Natural Conversation
Facilitates natural and human-like conversations, delivering engaging interaction experiences.
Understanding
Demonstrates a sophisticated understanding of both written and spoken user commands.
Context Management
Exhibits proficiency in maintaining and utilizing context throughout a conversation.
Customizability
Offers a high degree of customization to meet individual user or business requirements.
Learning (2)
User Interaction Learning
Features robust learning mechanisms, improving responses over time based on past user interactions.
Error Learning
Showcases the ability to recognize, correct, and learn from its own mistakes.
Content Generation (2)
Creativity
Displays creativity in generating diverse, interesting, and contextually relevant responses.
Content Accuracy
Produces content that is accurate, factually correct, and relevant to the user's query.
Generative AI (17)
AI Text Generation
Allows users to generate text based on a text prompt. This feature was mentioned in 10 ILUM reviews.
AI Text Summarization
Based on 10 ILUM reviews. Condenses long documents or text into a brief summary.
AI Text Generation
Allows users to generate text based on a text prompt. 10 reviewers of ILUM have provided feedback on this feature.
AI Text Summarization
Condenses long documents or text into a brief summary. 10 reviewers of ILUM have provided feedback on this feature.
AI Text Generation
Allows users to generate text based on a text prompt.
AI Text Summarization
Condenses long documents or text into a brief summary.
AI Text Generation
Allows users to generate text based on a text prompt.
AI Text Summarization
Condenses long documents or text into a brief summary.
AI Text Generation
Allows users to generate text based on a text prompt.
AI Text Summarization
Condenses long documents or text into a brief summary.
AI Text Generation
Allows users to generate text based on a text prompt.
AI Text Summarization
Condenses long documents or text into a brief summary.
AI Text-to-Image
Provides the ability to generate images from a text prompt.
AI Text Generation
Based on 20 ILUM reviews. Allows users to generate text based on a text prompt.
AI Text Summarization
As reported in 20 ILUM reviews. Condenses long documents or text into a brief summary.
AI Text Generation
Based on 10 ILUM reviews. Allows users to generate text based on a text prompt.
AI Text Summarization
Condenses long documents or text into a brief summary. This feature was mentioned in 10 ILUM reviews.
Agentic AI - Data Governance (6)
Autonomous Task Execution
Capability to perform complex tasks without constant human input
Multi-step Planning
Ability to break down and plan multi-step processes
Cross-system Integration
Works across multiple software systems or databases
Adaptive Learning
Improves performance based on feedback and experience
Natural Language Interaction
Engages in human-like conversation for task delegation
Decision Making
Makes informed choices based on available data and objectives
Agentic AI - Data Fabric (5)
Autonomous Task Execution
Capability to perform complex tasks without constant human input
Multi-step Planning
Ability to break down and plan multi-step processes
Cross-system Integration
Works across multiple software systems or databases
Adaptive Learning
Improves performance based on feedback and experience
Decision Making
Makes informed choices based on available data and objectives
Agentic AI - DataOps Platforms (5)
Autonomous Task Execution
Based on 10 ILUM reviews. Capability to perform complex tasks without constant human input
Multi-step Planning
As reported in 10 ILUM reviews. Ability to break down and plan multi-step processes
Cross-system Integration
As reported in 10 ILUM reviews. Works across multiple software systems or databases
Adaptive Learning
Improves performance based on feedback and experience 10 reviewers of ILUM have provided feedback on this feature.
Decision Making
As reported in 10 ILUM reviews. Makes informed choices based on available data and objectives
Agentic AI - Analytics Platforms (7)
Autonomous Task Execution
Based on 10 ILUM reviews. Capability to perform complex tasks without constant human input
Multi-step Planning
Ability to break down and plan multi-step processes 10 reviewers of ILUM have provided feedback on this feature.
Cross-system Integration
Based on 10 ILUM reviews. Works across multiple software systems or databases
Adaptive Learning
Improves performance based on feedback and experience This feature was mentioned in 10 ILUM reviews.
Natural Language Interaction
Engages in human-like conversation for task delegation 10 reviewers of ILUM have provided feedback on this feature.
Proactive Assistance
Anticipates needs and offers suggestions without prompting 10 reviewers of ILUM have provided feedback on this feature.
Decision Making
As reported in 10 ILUM reviews. Makes informed choices based on available data and objectives
Agentic AI - Data Science and Machine Learning Platforms (7)
Autonomous Task Execution
Capability to perform complex tasks without constant human input
Multi-step Planning
Ability to break down and plan multi-step processes
Cross-system Integration
Works across multiple software systems or databases
Adaptive Learning
Improves performance based on feedback and experience
Natural Language Interaction
Engages in human-like conversation for task delegation
Proactive Assistance
Anticipates needs and offers suggestions without prompting
Decision Making
Makes informed choices based on available data and objectives
Agentic AI - AI Chatbots (7)
Autonomous Task Execution
Capability to perform complex tasks without constant human input
Multi-step Planning
Ability to break down and plan multi-step processes
Cross-system Integration
Works across multiple software systems or databases
Adaptive Learning
Improves performance based on feedback and experience
Natural Language Interaction
Engages in human-like conversation for task delegation
Proactive Assistance
Anticipates needs and offers suggestions without prompting
Decision Making
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 ILUM reviews.
Report Scheduling and Automation
Based on 10 ILUM reviews. Enables automated report generation and scheduled delivery to stakeholders
Embedded Analytics and White-labeling
Based on 10 ILUM reviews. Allows dashboards and analytics to be embedded into external apps with branding flexibility
Data Source Connectivity
As reported in 10 ILUM 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
Based on 10 ILUM reviews. Efficiently processes large datasets with minimal lag and ensures high performance under load
Concurrent User Support
Maintains performance and uptime during high traffic from multiple users or teams This feature was mentioned in 10 ILUM reviews.
Advanced Analytics & Modeling - Analytics Platforms (3)
Data Modeling and Governance
Supports semantic data layers, role-based access controls, and metadata governance 10 reviewers of ILUM have provided feedback on this feature.
Notebook and Script Integration
As reported in 10 ILUM reviews. Integrates with Jupyter, Python, or R for custom analytics and modeling
Built-in Predictive and Statistical Models
As reported in 10 ILUM reviews. Provides native tools for statistical analysis, forecasting, and trend prediction
Agentic AI Capabilities - Analytics Platforms (4)
Auto-generated Insights and Narratives
As reported in 10 ILUM reviews. Uses AI to generate textual summaries, key takeaways, and data stories from dashboards
Natural Language Queries
Based on 10 ILUM reviews. 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 This feature was mentioned in 10 ILUM reviews.
AI Agents for Analytical Follow-ups
Recommends next questions, analyses, or exploration paths using autonomous AI agents 10 reviewers of ILUM have provided feedback on this feature.
Personalized Intelligence - Analytics Platforms (3)
Behavioral Learning for Contextual Query Refinement
As reported in 10 ILUM reviews. 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 This feature was mentioned in 10 ILUM reviews.
Conversational and Prompt-based Analytics
Supports AI-driven exploration via prompts or multi-turn conversations for iterative querying This feature was mentioned in 10 ILUM reviews.
Monitoring & Improvement - AI Chatbots (1)
Feedback-Driven Response Optimization
Enables tuning or updating chatbot behavior based on user feedback or admin input (non-live learning).
Reliability & Safety - AI Chatbots (1)
Guardrails & Content Controls
Includes safeguards to restrict inappropriate responses and ensure compliant language use.


