Visier Features
Reports (22)
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Reports Interface
Reports interface for standard and self-service reports is intuitive and easy to use.
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Steps to Answer
Requires a minimal number of steps/clicks to answer business question.
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Graphs and Charts
Offers a variety of attractive graph and chart formats.
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Score Cards
Score cards visually track KPI's.
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Dashboards
Provides business users an interface to easily design, refine and collaborate on their dashboards
Customizable Reports
Alter the layout and content of reports
Marketing Reports
Reports specific to marketing and associated campaigns
Sales Reports
Reports specific to sales analysis for trends and strategies
Activity Dashboard
Dashboard to view the status of ongoing processes, identify current incidents and track past activities
Interactive Reports
Edit and personalize data view as needed
Customizable Reports
Alter the layout and content of reports
Customizable Reports
Alter the layout and content of reports
Activity Dashboard
Dashboard to view the status of ongoing processes, identify current incidents and track past activities
Customizable Dashboard
Alter the layout and content of dashboards
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Reports Interface
Reports interface for standard and self-service reports is intuitive and easy to use.
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Share Reports
Receive email reports and notifications regarding metrics.
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Steps to Answer
Requires a minimal number of steps/clicks to answer business question.
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Score Cards
Score cards visually track key performance indicators (KPIs)
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Customizability
Reports can be customized based on the intended audience, available data, length, and depth
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Graphs and Charts
The outputs of reports are customizable in using graphs and charts
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Dashboards
Real-time up to date outputs can be created to provide information to decision makers and leadership
Activity Dashboard
Dashboard to view the status of ongoing processes, identify current incidents and track past activities
Self Service (10)
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Calculated Fields
Using formulas based on existing data elements, users can create and calculate new field values.
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Data Column Filtering
Business users have the ability to filter data in a report based on predefined or automodeled parameters.
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Data Discovery
Users can drill down and explore data to discover new insights.
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Search
Ability to search global data set to find and discover data.
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Collaboration / Workflow
Ability for users to share data and reports they have built within the BI tool and outside the tool through other collaboration platforms.
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Automodeling
Tool automatically suggests data types, schemas and hierarchies.
Natural Language Search
Ability to interact with the application using human languages such as English
Visual Discovery
Process of visually navigating data and applying analytics to detect patterns, gain insight, and answer specific business queries.
Data Blending
Merge data from multiple sources to a single data set
Data Blending
Merge data from multiple sources to a single data set
Advanced Analytics (8)
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Predictive Analytics
Analyze current and historical trends to make predictions about future events.
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Data Visualization
Communicate complex information clearly and effectively through advanced graphical techniques.
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Big Data Services
Ability to handle large, complex, and/or siloed data sets.
Real-Time Analytics
Analyze and gain insights into data in real-time
Reporting/Analytics
View and track pertinent metrics to find patterns and gain insights from data
Real-Time Analytics
Analyze and gain insights into data in real-time
Reporting/Analytics
View and track pertinent metrics to find patterns and gain insights from data
Visual Analytics
Interact with data visualization elements, such as charts and graphs, to drill down into data
Building Reports (8)
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Data Transformation
Converts data formats of source data into the format required for the reporting system without mistakes.
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Data Modeling
Ability to (re)structure data in a manner that allows extracting insights fast and accurate.
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WYSIWYG Report Design
Provides business users an interface to easily design and refine their dashboards and reports. (What You See Is What You Get)
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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.
Real-Time Data
Receive data and information in real time
Real-Time Data
Receive data and information in real time
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
Data Updates (9)
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Historical Snapshots
Ability to track historical data.
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Real-Time Updating
Track metrics in real time with consistent and frequent updates.
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Scheduled/Automated Reports
Set a time to generate routine reports automatically
Customizable Reports
Alter the layout and content of reports
Predictive Analytics
Predict future data based on historical data sets
Data Management
Ability to handle large datasets
Real-Time Data
Receive data and information in real time
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Historical Snapshots
Ability to track historical data.
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Real-Time Updating
Track metrics in real time with consistent and frequent updates.
Data Source Access (3)
Breadth of Data Sources
Provides a wide range of possible data connections, including cloud applications, on-premise databases, and big data distributions, among others
Ease of Data Connectivity
Allows businesses to easily connect to any data source
API Connectivity
Offers API connections for cloud-based applications and data sources
Data Interaction (8)
Profiling and Classification
Permits profiling of data sets for increased organization, both by users and machine learning
Metadata Management
Indexes metadata descriptions for easier searching and enhanced insights
Data Modeling
Tools to (re)structure data in a manner that enables quick and accurate insight extraction
Data Joining
Allows self-service joining of tables
Data Blending
Provides the ability to combine data sources into one data set
Data Quality and Cleansing
Allows users and administrators to easily clean data to maintain quality and integrity
Data Sharing
Offers collaborative functionality for sharing queries and data sets
Data Governance
Ensures user access management, data lineage, and data encryption
Data Exporting (3)
Breadth of Integrations
Provides a wide range of possible integrations, including analytics, data integration, master data management, and data science tools
Ease of Integrations
Allows businesses to easily integrate with analytics, data integration, master data management, and data science tools
Data Workflows
Operationalizes data workflows to easily scale repeatable preparation needs
Operations (5)
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Personnel Management
Maintains, tracks, and reports on stored records and database of all medical employees and personnel
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Talent Management
Assists HR responsibilities throughout the entire employee lifecycle, from recruitment and hiring to offboarding
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Regulation and Compliance
Ensures and maintains compliance across the health care organization
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Metrics and Reporting
Tracks and generates metrics and reports regarding the health and vitality of the organization
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Third-Party Integrations
Streamlines integration with third-party HR solutions for comprehensive employee, facility, and benefits management
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.
Data Governance
Connects to enterprise data governance software, or provides integrated data governance features to avoid misuse of data
Data Modeling and Blending (4)
Data Querying
Using formulas based on existing data elements, users can create and calculate new field values
Data Filtering
Business users have the ability to filter data in a report based on predefined or automodeled parameters.
Data Blending
Allows the user to combine data from multiple sources into a functioning dataset.
Data Capture and Transfer
Import, collect, and capture data from multiple sources
Visualization (7)
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Graphs and Charts
Offers a variety of attractive graph and chart formats.
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Score Cards
Score cards visually track KPI's.
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Dashboards
Provides business users an interface to easily design, refine and collaborate on their dashboards
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Formats
Allows one to create and export visualization into various formats (PNG, JPEG, etc.)
Mobile Dashboards
View and present dashboard on mobile devices
Public Dashboards
Publish dashboard publicly on various platforms
Private Dashboards
Share dashboard screen within private user groups
Collaboration (3)
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Sharing
Provides the ability to easily share visualizations.
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Co-Editing
Allows multiple users to edit and create visualizations together.
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Devices
Has the ability to edit visualization across devices and device types (e.g. computer and phone).
Cleaning (3)
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Filtering
Raw data is able to be filtered into outputs with only the data useful for the analysis
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Levels of Measurement
Data structured as ratio, interval, ordinal, or nominal can be interpreted with the appropriate outputs
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Transformation
Change the data format into csv., html, xml, etc.
Generative AI (12)
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.
Generative AI
Use AI to generate content in the form of text, images, videos, etc.
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.
Generative AI
Use AI to generate content in the form of text, images, videos, etc.
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AI Text-to-Image
Provides the ability to generate images from a text prompt.
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AI Text Generation
Allows users to generate text based on a text prompt.
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AI Image-to-Text
Converts images into a textual description, identifying key elements.
Generative AI
Use AI to generate content in the form of text, images, videos, etc.
AI Text Generation
Allows users to generate text based on a text prompt.
Generative AI
Use AI to generate content in the form of text, images, videos, etc.
Agentic AI - Analytics Platforms (8)
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
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
Deployment & Integration - Analytics Platforms (6)
No-code Dashboard Builder
Enables non-technical users to build dashboards through intuitive, drag-and-drop interfaces
Report Scheduling and Automation
Enables automated report generation and scheduled delivery to stakeholders
Embedded Analytics and White-labeling
Allows dashboards and analytics to be embedded into external apps with branding flexibility
Data Source Connectivity
Supports integration with major data sources like cloud data warehouses, SQL/NoSQL databases, and SaaS applications
Multiple Data Sources
Allows users to manage data from a number of sources
Query Builder
Tool that allows users to create and execute database queries without needing to know the underlying syntax of the database
Performance & Scalability - Analytics Platforms (3)
Large data handling and Query Speed
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
Database Support
Supports common databases such as MySQL and Oracle
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
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
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 (5)
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
Ad hoc Query
One-off queries made on an as-needed basis
Visual Analytics
Interact with data visualization elements, such as charts and graphs, to drill down into data
Additional Functionality (202)
Drag & Drop
Assemble applications and processes by dragging over and arranging pre-built components
Secure Data Storage
Securely stores data to prevent data loss or breaches
Data Import/Export
Import and export data to and from software applications
Customizable Branding
Add customized logos and colors to align with company branding
Dashboard Creation
Creation and customization of dashboards
Access Controls/Permissions
Define levels of authorization for access to specific files or systems
Real-Time Reporting
Active reporting of data and metrics
Metadata Management
Collect and maintain structured information that describes data or content
Forecasting
Form predictions based on past and present data/trends
Data Storage Management
Manage and store data in a database
Ad hoc Analysis
Ad hoc Reporting
Generate one-off reports that meet information requirements
Data Migration
Move from one database to another, or upgrade the version of database software being used
AI Copilot
A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users
Self Service Data Preparation
Access, combine, transform, and store data without the help of an IT department
Search/Filter
Search and filter data across systems to locate required information by entering keywords or certain criteria
Data Mapping
Track the management and flow of data throughout the organization
Monitoring
Observe and track the demand, usage, progress or quality of a system, product, or user
Sentiment Analysis
Categorize emotions expressed in written text or images and identify if they are positive, negative or neutral
User Management
Manage user accounts, profiles, roles, permissions, and other details across applications, devices or networks
Sales Trend Analysis
Analyze the current state of sales data to accurately understand trends and forecast future sales numbers.
Charting
Manage patient documentation describing all clinical interactions, diagnoses, procedures, medications, etc.
Reporting & Statistics
Collection, analysis, and representation of numerical data and generation of reports to understand various patterns
Performance Metrics
A set of indicators that tracks the performance of networks, applications, systems, teams, etc.
Alerts/Notifications
Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges
Data Extraction
Automatically retrieve and pull information from documents, websites, images, data sets, and other sources
Widgets
An extended application or connector that enables users to perform additional services with their current set of tools
Storytelling
Ability to present data insights in the form of a story to the audience
Trend Analysis
Review data from past periods to reveal recurring tendencies and predict future performance
Collaboration Tools
Provides a channel for team members to share media files, communicate, and work together
Financing Management
Financing arranged by the dealership
Self-service Analytics
Generate reports on your own without IT involvement
KPI Monitoring
Tracking the status of previously identified performance measurements
Dashboard
Assembly of graphs and charts for visualizing and tracking statistics/metrics
API
Application programming interface that allows for integration with other systems/databases
Data Integration
Combining data from different sources and providing a unified view
Scorecards
Visual representation of performance data, enabling users to monitor progress, identify trends, and make data-driven decisions
Data Management
Ability to handle large datasets
Task Management
Create, manage and track all task activities and progression
Progress Tracking
Reporting on how each user, task or process has advanced since its initiation
Data Connectors
Connect to big data sources
Data Visualization
Graphical representation of data
Profitability Analysis
Evaluate the degree to which business operations bring monetary gains
Project Tracking
Monitor the progress of projects from start to finish
Strategic Planning
At a high level, visualize a preferred outcome, define goals and identify specific steps to achieve them
Goal Setting/Tracking
Establish measurable goals and objectives and track their progress over a specific period of time
Publishing/Sharing
Share pre-configured sets of data organized and presented in a specific manner with the organization
Predictive Analytics
Predict future data based on historical data sets
Real-Time Monitoring
Active monitoring of systems, applications, or networks
Templates
Sample files or documents that could be customized as needed or used as is
Mobile Access
Access software remotely via mobile devices
Customizable Templates
Pre-designed layouts that can be customized to match preferences and requirements
Workflow Management
Create, design and manage workflows for repetitive tasks
Financial Reporting
Generate reports to assess the financial performance of an organization
Audit Management
Plan, schedule, and execute organization's accounts and assets to ensure compliance with policies and laws
OLAP
Online Analytical Processing technology for performing high-speed complex queries or multidimensional analysis on large volumes of data
Single Sign On
Allow users to access multiple services after entering their login credentials once
Data Synchronization
Synchronizing data between two or more devices/systems and automatically updating changes to maintain consistency
Generative AI
Use AI to generate content in the form of text, images, videos, etc.
AI Copilot
A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users
Access Controls/Permissions
Define levels of authorization for access to specific files or systems
Mobile Reporting
Access reports on mobile devices
Data Mapping
Track the management and flow of data throughout the organization
Multiple Data Sources
Allows users to manage data from a number of sources
Forecasting
Form predictions based on past and present data/trends
Customizable Branding
Add customized logos and colors to align with company branding
Charting
Manage patient documentation describing all clinical interactions, diagnoses, procedures, medications, etc.
Customization
Create labels for products that contain required information such as colors, sizes, dates, etc.
Role-Based Permissions
Set & manage permission levels based on user roles and restrict access to only authorized individuals
Real-Time Analytics
Analyze and gain insights into data in real-time
Workflow Management
Create, design and manage workflows for repetitive tasks
Collaboration Tools
Provides a channel for team members to share media files, communicate, and work together
Ad hoc Query
One-off queries made on an as-needed basis
Data Extraction
Automatically retrieve and pull information from documents, websites, images, data sets, and other sources
Data Synchronization
Synchronizing data between two or more devices/systems and automatically updating changes to maintain consistency
Application Development
Build unique software tools based on your specific requirements
Real-Time Reporting
Active reporting of data and metrics
Reporting & Statistics
Collection, analysis, and representation of numerical data and generation of reports to understand various patterns
Geographic Maps
Visualize locations on a map
Widgets
An extended application or connector that enables users to perform additional services with their current set of tools
SSL Security
Security protocol that ensures secure, encrypted communication over the internet, safeguarding sensitive data from unauthorized access
Reporting/Analytics
View and track pertinent metrics to find patterns and gain insights from data
Self-service Analytics
Generate reports on your own without IT involvement
Ad hoc Analysis
Data Capture and Transfer
Import, collect, and capture data from multiple sources
Integration into Third Party Applications
Embed/link applications into third party software so it can be accessed within a third party system
Ad hoc Reporting
Generate one-off reports that meet information requirements
Visual Workflow Management
Create, design, and visually represent processes within the software
Visual Analytics
Interact with data visualization elements, such as charts and graphs, to drill down into data
Single Sign On
Allow users to access multiple services after entering their login credentials once
Trend Analysis
Review data from past periods to reveal recurring tendencies and predict future performance
Predictive Analytics
Predict future data based on historical data sets
Data Visualization
Graphical representation of data
Data Connectors
Connect to big data sources
Benchmarking
Compare key metrics for the business against prominent players in the industry
Alerts/Notifications
Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges
Streaming Analytics
Monitor and visualize trends across live data streams
Mobile Access
Access software remotely via mobile devices
Drag & Drop
Assemble applications and processes by dragging over and arranging pre-built components
Dashboard Creation
Creation and customization of dashboards
Customizable Branding
Add customized logos and colors to align with company branding
Workflow Management
Create, design and manage workflows for repetitive tasks
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
Document Storage
Store and organize documents in a centralized system
Surveys & Feedback
Gauge satisfaction and receive information for improvement and success
Benefits Management
Record employee's benefit plans and selections throughout career progression
Access Controls/Permissions
Define levels of authorization for access to specific files or systems
Payroll Management
Manage employee salary processes, data, taxes, and records administration efficiently
Compensation Plan Modeling
Performs calculations and analyzes how salary and equity should be awarded to employees across locations, performance levels
360 Degree Feedback
Tools for collecting comprehensive feedback on an employee from peers, subordinates, and manager
Email Templates
Pre-made examples and templates for emails
Employee Profiles
Centralized storage for employee data, records, and performance metrics
Attendance Tracking
Track the attendance of specific individuals or groups
Real-Time Analytics
Analyze and gain insights into data in real-time
Performance Management
Organize and manage the accomplishments and development of employees or performance of applications or systems
AI Copilot
A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users
Employee Database
Electronic storage of staff/employee contact information and job status in a centralized repository
Real-Time Reporting
Active reporting of data and metrics
Turnover Tracking
Document Management
Store, manage, and track all electronic documents in a centralized location
Organizational Charting
Diagram that shows the structure of an organization and the relationships between parts
Trend Analysis
Review data from past periods to reveal recurring tendencies and predict future performance
Employee Management
Track employee schedules, availability, and performance across projects and tasks
Talent Management
Integrate with Talent Managment software to better track learners progress and training sessions
Employee Self Service
Gateway through which employees can access the system
Employee Portal
Online portal where employees can access and track their own information
Employee Onboarding
Process of familiarizing new employees with the company, their position, and responsibilities
Compensation Management
Manages compensation such as salary, bonus, and benefits processes, aligning with policies
Alerts/Notifications
Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges
Data Visualization
Graphical representation of data
Performance Appraisal
Evaluation process that provides feedback on an employee's job performance
Task Management
Create, manage and track all task activities and progression
Ad hoc Reporting
Generate one-off reports that meet information requirements
Reporting & Statistics
Collection, analysis, and representation of numerical data and generation of reports to understand various patterns
Data Import/Export
Import and export data to and from software applications
Secure Data Storage
Securely stores data to prevent data loss or breaches
Self Service Portal
Online portal through which end users can access the system, manage tasks, or obtain information
Feedback Management
Collecting, analyzing, and utilizing feedback from users or customers to improve a product or service
Recruitment Management
Tools to find, assess, and hire suitable candidates for a job within an organization
API
Application programming interface that allows for integration with other systems/databases
HR Metrics Library
Vacation/Leave Tracking
Request, track, and manage time off requests and vacation time
Succession Planning
Planning, tracking and developing internal talent for future key position filling
Predictive Modeling
Analyzing historical and current data and generating a model to help predict future outcomes.
Customizable Reports
Alter the layout and content of reports
Applicant Tracking
Find and manage potential candidates and their applications and resumes through the recruiting life cycle
Training Management
Track employee/learner's progression through training programs
Survey/Poll Management
Create and administer polls and surveys
Leave Tracking
Manage and track employee attendance
Data Analysis Tools
Analyze survey results via statistical testing or crosstabs directly within the software
AI/Machine Learning
Software program that continuously adjusts its behavior based on observed data
Data Extraction
Automatically retrieve and pull information from documents, websites, images, data sets, and other sources
Reporting/Analytics
View and track pertinent metrics to find patterns and gain insights from data
AI Copilot
A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users
Data Mapping
Track the management and flow of data throughout the organization
ETL
Process of extracting, transforming, and loading data
Big Data Analytics
Examine large amounts of data to uncover hidden patterns, correlations, and other insights
Data Quality Control
Establish guidelines about how much and what kind of data can be stored in the repository
KPI Monitoring
Tracking the status of previously identified performance measurements
Secure Data Storage
Securely stores data to prevent data loss or breaches
Multiple Data Sources
Allows users to manage data from a number of sources
Data Visualization
Graphical representation of data
Single Sign On
Allow users to access multiple services after entering their login credentials once
Natural Language Search
Ability to interact with the application using human languages such as English
Search/Filter
Search and filter data across systems to locate required information by entering keywords or certain criteria
Alerts/Notifications
Alerts or notifications of various types such as pop-up messages, sounds, banners, or badges
AI Copilot
A virtual assistant that uses AI to pursue goals and complete tasks on behalf of users
Real-Time Notifications
Notifications that are delivered to users as soon as an event occurs
Collaboration Tools
Provides a channel for team members to share media files, communicate, and work together
Widgets
An extended application or connector that enables users to perform additional services with their current set of tools
Performance Metrics
A set of indicators that tracks the performance of networks, applications, systems, teams, etc.
Ad hoc Reporting
Generate one-off reports that meet information requirements
Activity Tracking
Track and document all activities across devices, networks, and other systems
Reporting/Analytics
View and track pertinent metrics to find patterns and gain insights from data
Customizable Branding
Add customized logos and colors to align with company branding
Data Aggregation
Collect, process and structure data from multiple sources for further analysis
Dashboard Creation
Creation and customization of dashboards
Data Connectors
Connect to big data sources
Customizable Templates
Pre-designed layouts that can be customized to match preferences and requirements
Data Synchronization
Synchronizing data between two or more devices/systems and automatically updating changes to maintain consistency
API
Application programming interface that allows for integration with other systems/databases
Forecasting
Form predictions based on past and present data/trends
Interactive Elements
Various components within a system including buttons, clickable icons, hover effects, and more
Single Page View
Display aggregated data points on one page for a bird's eye view assessment
Data Import/Export
Import and export data to and from software applications
Drag & Drop
Assemble applications and processes by dragging over and arranging pre-built components
Access Controls/Permissions
Define levels of authorization for access to specific files or systems
Trend Analysis
Review data from past periods to reveal recurring tendencies and predict future performance
Workflow Management
Create, design and manage workflows for repetitive tasks
Third-Party Integrations
Set up connections to third-party platforms to improve business processes
Functions/Calculations
Perform various mathematical calculations using the data
Historical Reporting
Information, data and reports that are being tracked over time
Data Capture and Transfer
Import, collect, and capture data from multiple sources
Visual Discovery
Process of visually navigating data and applying analytics to detect patterns, gain insight, and answer specific business queries.
Real-Time Updates
Receive system updates as soon as any changes are made
Real-Time Reporting
Active reporting of data and metrics
Data Mapping
Track the management and flow of data throughout the organization
Relational Display
Relationship diagram view that arranges items in data based on the relationships between them in a freeform graph.
Visual Analytics
Interact with data visualization elements, such as charts and graphs, to drill down into data
OLAP
Online Analytical Processing technology for performing high-speed complex queries or multidimensional analysis on large volumes of data
Ad hoc Query
One-off queries made on an as-needed basis
Reporting & Statistics
Collection, analysis, and representation of numerical data and generation of reports to understand various patterns


