TIMi Features
What are the features of TIMi?
Self Service
- Calculated Fields
- Data Column Filtering
- Data Discovery
- Search
Advanced Analytics
- Predictive Analytics
- Big Data Services
Data Source Access
- Breadth of Data Sources
- Ease of Data Connectivity
Data Interaction
- Data Modeling
- Data Joining
- Data Blending
- Data Quality and Cleansing
Data Modeling and Blending
- Data Querying
- Data Filtering
- Data Blending
TIMi Categories on G2
Filter for Features
Reports
Reports Interface | Based on 18 TIMi reviews. Reports interface for standard and self-service reports is intuitive and easy to use. | 80% (Based on 18 reviews) | |
Steps to Answer | Based on 23 TIMi reviews. Requires a minimal number of steps/clicks to answer business question. | 88% (Based on 23 reviews) | |
Graphs and Charts | Based on 21 TIMi reviews. Offers a variety of attractive graph and chart formats. | 83% (Based on 21 reviews) | |
Score Cards | Based on 16 TIMi reviews. Score cards visually track KPI's. | 84% (Based on 16 reviews) | |
Dashboards | As reported in 19 TIMi reviews. Provides business users an interface to easily design, refine and collaborate on their dashboards | 79% (Based on 19 reviews) |
Self Service
Calculated Fields | As reported in 26 TIMi reviews. Using formulas based on existing data elements, users can create and calculate new field values. | 95% (Based on 26 reviews) | |
Data Column Filtering | Based on 24 TIMi reviews. Business users have the ability to filter data in a report based on predefined or automodeled parameters. | 96% (Based on 24 reviews) | |
Data Discovery | Users can drill down and explore data to discover new insights. 27 reviewers of TIMi have provided feedback on this feature. | 93% (Based on 27 reviews) | |
Search | Ability to search global data set to find and discover data. 24 reviewers of TIMi have provided feedback on this feature. | 93% (Based on 24 reviews) | |
Collaboration / Workflow | As reported in 19 TIMi reviews. Ability for users to share data and reports they have built within the BI tool and outside the tool through other collaboration platforms. | 89% (Based on 19 reviews) |
Advanced Analytics
Predictive Analytics | Analyze current and historical trends to make predictions about future events. This feature was mentioned in 27 TIMi reviews. | 93% (Based on 27 reviews) | |
Data Visualization | Communicate complex information clearly and effectively through advanced graphical techniques. This feature was mentioned in 20 TIMi reviews. | 87% (Based on 20 reviews) | |
Big Data Services | Based on 24 TIMi reviews. Ability to handle large, complex, and/or siloed data sets. | 92% (Based on 24 reviews) |
Building Reports
Data Transformation | As reported in 22 TIMi reviews. Converts data formats of source data into the format required for the reporting system without mistakes. | 92% (Based on 22 reviews) | |
Data Modeling | As reported in 21 TIMi reviews. Ability to (re)structure data in a manner that allows extracting insights fast and accurate. | 92% (Based on 21 reviews) | |
WYSIWYG Report Design | Provides business users an interface to easily design and refine their dashboards and reports. (What You See Is What You Get) 13 reviewers of TIMi have provided feedback on this feature. | 76% (Based on 13 reviews) | |
Integration APIs | As reported in 18 TIMi 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. | 83% (Based on 18 reviews) |
Statistical Tool
Scripting | Supports a variety of scripting environments 16 reviewers of TIMi have provided feedback on this feature. | 92% (Based on 16 reviews) | |
Data Mining | Mines data from databases and prepares data for analysis 17 reviewers of TIMi have provided feedback on this feature. | 93% (Based on 17 reviews) | |
Algorithms | Applies statistical algorithms to selected data 17 reviewers of TIMi have provided feedback on this feature. | 93% (Based on 17 reviews) |
Data Analysis
Analysis | Based on 18 TIMi reviews. Analyzes both structured and unstructured data | 93% (Based on 18 reviews) | |
Data Interaction | Interacts with data to prepare it for visualizations and models 18 reviewers of TIMi have provided feedback on this feature. | 92% (Based on 18 reviews) |
Decision Making
Modeling | Offers modeling capabilities 18 reviewers of TIMi have provided feedback on this feature. | 92% (Based on 18 reviews) | |
Data Visualizations | Based on 17 TIMi reviews. Creates data visualizations or graphs | 84% (Based on 17 reviews) | |
Report Generation | As reported in 17 TIMi reviews. Generates reports of data performance | 83% (Based on 17 reviews) | |
Data Unification | Based on 18 TIMi reviews. Unifies information on a singular platform | 89% (Based on 18 reviews) |
Model Development
Language Support | Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript This feature was mentioned in 12 TIMi reviews. | 86% (Based on 12 reviews) | |
Drag and Drop | Based on 13 TIMi reviews. Offers the ability for developers to drag and drop pieces of code or algorithms when building models | 91% (Based on 13 reviews) | |
Pre-Built Algorithms | Provides users with pre-built algorithms for simpler model development 13 reviewers of TIMi have provided feedback on this feature. | 92% (Based on 13 reviews) | |
Model Training | As reported in 14 TIMi reviews. Supplies large data sets for training individual models | 95% (Based on 14 reviews) | |
Feature Engineering | Transforms raw data into features that better represent the underlying problem to the predictive models 12 reviewers of TIMi have provided feedback on this feature. | 89% (Based on 12 reviews) |
Machine/Deep Learning Services
Natural Language Processing | Offers natural language processing services This feature was mentioned in 10 TIMi reviews. | 87% (Based on 10 reviews) | |
Artificial Neural Networks | Offers artificial neural networks for users | Not enough data | |
Natural Language Understanding | Offers natural language understanding services | Not enough data | |
Deep Learning | Provides deep learning capabilities | Not enough data |
Deployment
Managed Service | Manages the intelligent application for the user, reducing the need of infrastructure 10 reviewers of TIMi have provided feedback on this feature. | 88% (Based on 10 reviews) | |
Application | Allows users to insert machine learning into operating applications This feature was mentioned in 11 TIMi reviews. | 89% (Based on 11 reviews) | |
Scalability | Provides easily scaled machine learning applications and infrastructure This feature was mentioned in 14 TIMi reviews. | 95% (Based on 14 reviews) |
Database
Real-Time Data Collection | Collects, stores, and organizes massive, unstructured data in real time 14 reviewers of TIMi have provided feedback on this feature. | 93% (Based on 14 reviews) | |
Data Distribution | Facilitates the disseminating of collected big data throughout parallel computing clusters 15 reviewers of TIMi have provided feedback on this feature. | 87% (Based on 15 reviews) | |
Data Lake | As reported in 13 TIMi reviews. Creates a repository to collect and store raw data from sensors, devices, machines, files, etc. | 90% (Based on 13 reviews) |
Integrations
Hadoop Integration | Aligns processing and distribution workflows on top of Apache Hadoop | Not enough data | |
Spark Integration | Aligns processing and distribution workflows on top of Apache Hadoop | Not enough data |
Platform
Machine Scaling | Based on 14 TIMi reviews. Facilitates solution to run on and scale to a large number of machines and systems | 88% (Based on 14 reviews) | |
Data Preparation | As reported in 14 TIMi reviews. Curates collected data for big data analytics solutions to analyze, manipulate, and model | 95% (Based on 14 reviews) | |
Spark Integration | Aligns processing and distribution workflows on top of Apache Hadoop | Not enough data |
Processing
Cloud Processing | Based on 11 TIMi reviews. Moves big data collection and processing to the cloud | 77% (Based on 11 reviews) | |
Workload Processing | Processes batch, real-time, and streaming data workloads in singular, multi-tenant, or cloud systems This feature was mentioned in 12 TIMi reviews. | 92% (Based on 12 reviews) |
Data Source Access
Breadth of Data Sources | As reported in 27 TIMi reviews. Provides a wide range of possible data connections, including cloud applications, on-premise databases, and big data distributions, among others | 94% (Based on 27 reviews) | |
Ease of Data Connectivity | Allows businesses to easily connect to any data source This feature was mentioned in 26 TIMi reviews. | 94% (Based on 26 reviews) | |
API Connectivity | Offers API connections for cloud-based applications and data sources This feature was mentioned in 18 TIMi reviews. | 87% (Based on 18 reviews) |
Data Interaction
Profiling and Classification | Permits profiling of data sets for increased organization, both by users and machine learning This feature was mentioned in 20 TIMi reviews. | 88% (Based on 20 reviews) | |
Metadata Management | Indexes metadata descriptions for easier searching and enhanced insights This feature was mentioned in 21 TIMi reviews. | 92% (Based on 21 reviews) | |
Data Modeling | As reported in 24 TIMi reviews. Tools to (re)structure data in a manner that enables quick and accurate insight extraction | 94% (Based on 24 reviews) | |
Data Joining | As reported in 26 TIMi reviews. Allows self-service joining of tables | 94% (Based on 26 reviews) | |
Data Blending | Provides the ability to combine data sources into one data set This feature was mentioned in 25 TIMi reviews. | 93% (Based on 25 reviews) | |
Data Quality and Cleansing | As reported in 26 TIMi reviews. Allows users and administrators to easily clean data to maintain quality and integrity | 94% (Based on 26 reviews) | |
Data Sharing | As reported in 20 TIMi reviews. Offers collaborative functionality for sharing queries and data sets | 90% (Based on 20 reviews) | |
Data Governance | Based on 21 TIMi reviews. Ensures user access management, data lineage, and data encryption | 89% (Based on 21 reviews) |
Data Exporting
Breadth of Integrations | Provides a wide range of possible integrations, including analytics, data integration, master data management, and data science tools This feature was mentioned in 23 TIMi reviews. | 89% (Based on 23 reviews) | |
Ease of Integrations | Based on 24 TIMi reviews. Allows businesses to easily integrate with analytics, data integration, master data management, and data science tools | 90% (Based on 24 reviews) | |
Data Workflows | As reported in 24 TIMi reviews. Operationalizes data workflows to easily scale repeatable preparation needs | 92% (Based on 24 reviews) |
Administration
Quality Control | Data quality consists of deduplication, cleansing, and appending your marketing database. 13 reviewers of TIMi have provided feedback on this feature. | 94% (Based on 13 reviews) | |
Data Sampling | As reported in 12 TIMi reviews. Allows users to select samples of data for defined procedures. | 90% (Based on 12 reviews) | |
Collaboration | Share data across your organization. | Not enough data |
Capabilities
Data Visualization | Communicate complex information clearly and effectively through advanced graphical techniques. | Not enough data | |
Survival Analysis | Supports evaluation of durations, events, and reliability in relation to statistical analysis | Not enough data | |
Risk Data Attributes | Identify risk data attributes such as description, category, owner, or hierarchy. | Not enough data | |
Cost Analysis | Tools to analyze financial data in order to gain usable insights. | Not enough data |
Methodology
ANOVA Support | Supports analysis of variance (ANOVA) to determine observed variance. This feature was mentioned in 10 TIMi reviews. | 80% (Based on 10 reviews) | |
Regression | Supports various regression methods such as ordinary least squares (OLS), weighted least squares (WLS), or generalized linear model (GLM). This feature was mentioned in 12 TIMi reviews. | 86% (Based on 12 reviews) | |
Time Series Analysis | Based on 10 TIMi reviews. Supports the analysis of time series data for predictive analytics and exploratory analysis. | 82% (Based on 10 reviews) |
System
Data Ingestion & Wrangling | As reported in 12 TIMi reviews. Gives user ability to import a variety of data sources for immediate use | 90% (Based on 12 reviews) |
Data Preparation
Connectors | Ability to connect the analytics platform with a wide range of connector options for common data sources, including popular enterprise applications. 24 reviewers of TIMi have provided feedback on this feature. | 96% (Based on 24 reviews) |
Data Modeling and Blending
Data Querying | Based on 25 TIMi reviews. Using formulas based on existing data elements, users can create and calculate new field values | 93% (Based on 25 reviews) | |
Data Filtering | Business users have the ability to filter data in a report based on predefined or automodeled parameters. 25 reviewers of TIMi have provided feedback on this feature. | 93% (Based on 25 reviews) | |
Data Blending | Based on 26 TIMi reviews. Allows the user to combine data from multiple sources into a functioning dataset. | 94% (Based on 26 reviews) |
Generative AI
AI Text Generation | Allows users to generate text based on a text prompt. | Not enough data | |
AI Text Summarization | Condenses long documents or text into a brief summary. | Not enough data | |
AI Text Generation | Allows users to generate text based on a text prompt. | Not enough data | |
AI Text Summarization | Condenses long documents or text into a brief summary. | Not enough data | |
AI Text Generation | Allows users to generate text based on a text prompt. | Not enough data | |
AI Text Summarization | Condenses long documents or text into a brief summary. | Not enough data | |
AI Text Generation | Allows users to generate text based on a text prompt. | Not enough data | |
AI Text Generation | Allows users to generate text based on a text prompt. | Not enough data | |
AI Text Summarization | Condenses long documents or text into a brief summary. | Not enough data | |
AI Text-to-Image | Provides the ability to generate images from a text prompt. | Not enough data |
Agentic AI - Analytics Platforms
Autonomous Task Execution | Capability to perform complex tasks without constant human input | Not enough data | |
Multi-step Planning | Ability to break down and plan multi-step processes | Not enough data | |
Cross-system Integration | Works across multiple software systems or databases | Not enough data | |
Adaptive Learning | Improves performance based on feedback and experience | Not enough data | |
Natural Language Interaction | Engages in human-like conversation for task delegation | Not enough data | |
Proactive Assistance | Anticipates needs and offers suggestions without prompting | Not enough data | |
Decision Making | Makes informed choices based on available data and objectives | Not enough data |
Agentic AI - Data Science and Machine Learning Platforms
Autonomous Task Execution | Capability to perform complex tasks without constant human input | Not enough data | |
Multi-step Planning | Ability to break down and plan multi-step processes | Not enough data | |
Cross-system Integration | Works across multiple software systems or databases | Not enough data | |
Adaptive Learning | Improves performance based on feedback and experience | Not enough data | |
Natural Language Interaction | Engages in human-like conversation for task delegation | Not enough data | |
Proactive Assistance | Anticipates needs and offers suggestions without prompting | Not enough data | |
Decision Making | Makes informed choices based on available data and objectives | Not enough data |
Deployment & Integration - Analytics Platforms
No-code Dashboard Builder | Enables non-technical users to build dashboards through intuitive, drag-and-drop interfaces | Not enough data | |
Report Scheduling and Automation | Enables automated report generation and scheduled delivery to stakeholders | Not enough data | |
Embedded Analytics and White-labeling | Allows dashboards and analytics to be embedded into external apps with branding flexibility | Not enough data | |
Data Source Connectivity | Supports integration with major data sources like cloud data warehouses, SQL/NoSQL databases, and SaaS applications | Not enough data |
Performance & Scalability - Analytics Platforms
Large data handling and Query Speed | Efficiently processes large datasets with minimal lag and ensures high performance under load | Not enough data | |
Concurrent User Support | Maintains performance and uptime during high traffic from multiple users or teams | Not enough data |
Advanced Analytics & Modeling - Analytics Platforms
Data Modeling and Governance | Supports semantic data layers, role-based access controls, and metadata governance | Not enough data | |
Notebook and Script Integration | Integrates with Jupyter, Python, or R for custom analytics and modeling | Not enough data | |
Built-in Predictive and Statistical Models | Provides native tools for statistical analysis, forecasting, and trend prediction | Not enough data |
Agentic AI Capabilities - Analytics Platforms
Auto-generated Insights and Narratives | Uses AI to generate textual summaries, key takeaways, and data stories from dashboards | Not enough data | |
Natural Language Queries | Allows users to query data and build reports using conversational or plain language | Not enough data | |
Proactive KPI Monitoring and Alerts | Detects and notifies users about KPI anomalies or significant metric changes in real time | Not enough data | |
AI Agents for Analytical Follow-ups | Recommends next questions, analyses, or exploration paths using autonomous AI agents | Not enough data |
Personalized Intelligence - Analytics Platforms
Behavioral Learning for Contextual Query Refinement | Learns from historical user interactions to improve and personalize query results over time | Not enough data | |
Role-based Insight Personalization | Tailors dashboard views and suggestions based on user roles, access levels, and past behavior | Not enough data | |
Conversational and Prompt-based Analytics | Supports AI-driven exploration via prompts or multi-turn conversations for iterative querying | Not enough data |
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