
Holistics - Detailed Review
Research Tools

Holistics - Product Overview
Introduction to Holistics
Holistics is a cloud-based business intelligence (BI) platform that simplifies data integration, visualization, and automation for businesses. Here’s a breakdown of its primary function, target audience, and key features:Primary Function
Holistics is designed to enable business users to access and analyze data independently, without relying heavily on the data team. It streamlines the process of managing, analyzing, and accessing data, allowing businesses to build end-to-end business intelligence capabilities.Target Audience
The primary target audience for Holistics includes data analysts, business users, and data teams within organizations. It is particularly useful for companies looking to empower non-technical users to perform ad-hoc data exploration and reporting without needing to write SQL queries.Key Features
Data Integration and Automation
Holistics allows users to sync production data into their reporting database automatically, without the need for custom scripts. It supports integrating data from various sources such as Google Spreadsheets, Excel, and CSV files. Users can also map and filter data using simple JSON configurations instead of complex ETL scripts.Data Visualization and Reporting
The platform offers a powerful chart library with advanced customization options, enabling users to create interactive dashboards and reports. Users can build fully automated metrics sheets that provide a single view of key business metrics, which can be sliced and diced by different time periods (daily, weekly, monthly, etc.).Self-Service Analytics
Non-technical users can build reports and dashboards using a drag-and-drop interface, eliminating the need for SQL queries. The platform also supports derived models, allowing users to build complex analyses step-by-step and reuse datasets created by colleagues.User Access Control and Security
Holistics provides tight control over data sharing at the report, row, and column levels. It also features smart timezone handling and advanced data filtering options, including drill-through and cross-filtering capabilities.Automated Reporting and Alerts
Users can set up automated email reports that include charts, data tables, and Excel/CSV attachments. The platform also allows scheduling reports for different external stakeholders, each receiving a customized set of data. Additionally, data alerts can be set up to notify users of changes in data based on advanced conditions.SQL Workspace
The SQL Workspace is optimized for SQL analysts, allowing them to write and run SQL queries intuitively. Users can abstract duplicate SQL snippets into query templates and reuse them across multiple reports. Holistics is a comprehensive tool that aims to make data analysis more accessible and efficient for all users within an organization, ensuring consistent and reliable reporting.
Holistics - User Interface and Experience
User Interface of Holistics
The user interface of Holistics, a business intelligence tool, is designed to be intuitive and user-friendly, particularly in the context of data exploration and analytics.
Interface and Ease of Use
Holistics offers a drag-and-drop interface that allows users to easily slice and dice their data. When working with datasets, users are presented with a list of fields, including dimensions (non-aggregated data fields) and measures (aggregated data fields), which are distinguished by color and icons. This visual differentiation helps users quickly identify the type of data they are working with.
The interface is structured to facilitate smooth data exploration. Users can interact with the data by applying filters, creating visualizations, and generating reports without needing to write complex queries manually. Holistics automatically generates queries based on user interactions and runs them against the database, making the process more accessible and efficient.
User Experience
The overall user experience is enhanced by several key features:
- Consistency and Coherence: The interface ensures that all aspects of the user experience are aligned and consistent, creating a seamless and predictable experience. This coherence helps build user confidence and satisfaction.
- Visualization Settings: Users can customize visualization settings to include or exclude data points, such as showing rows with no data, which can be particularly useful when analyzing relationships between different models.
- Performance: Holistics 4.0 introduces significant performance improvements, including faster query times and more efficient resource usage, even with large datasets. The Aggregate Awareness feature allows for better control over dashboard performance.
- Customization: The Canvas Dashboard in version 4.0 enables extensive customization of visualizations to meet specific business needs or brand images. This flexibility allows users to create dashboards that are both functional and visually appealing.
Analytics As Code
Holistics 4.0 also introduces the concept of “Analytics As Code” through its Analytics Modeling Language (AML). This allows entire analytics settings to be serialized into code and version-controlled, making it easier for data teams to manage and govern their analytics environments through CI/CD pipelines.
Integration and Automation
The tool supports integration with various platforms, such as Slack and Google Sheets, allowing for automated delivery of charts and reports. This feature is crucial for keeping teams informed about key metrics and performance indicators.
Conclusion
In summary, Holistics provides a user-friendly interface that simplifies data exploration and analytics, coupled with a coherent and consistent user experience. Its advanced features, such as analytics as code and customizable dashboards, make it a powerful tool for data analysis and reporting.

Holistics - Key Features and Functionality
Holistics: A Self-Service Business Intelligence Platform
Holistics, as a self-service Business Intelligence (BI) platform, offers several key features and functionalities that make it an invaluable tool for data analysis and reporting. Here are the main features and how they work:
Data Integration and Access
Holistics allows data teams to connect directly to various SQL databases, enabling business users to access data without needing to write SQL queries. This integration ensures that data is centralized and easily accessible, reducing the workload on data teams and making data exploration more efficient.
Self-Service Data Access
Business users can perform ad-hoc data exploration and build reports without relying on the data team. This self-service capability empowers non-technical users to generate reports and dashboards independently, using intuitive visual report builders.
Centralized Business Logic
Data teams define business metrics and logic once in Holistics, which ensures consistency across all reports. When business logic changes, it only needs to be updated in one place, and the changes are automatically reflected in all related reports. This prevents inconsistencies and ensures that all reports give the same values for the same metrics.
Data Visualization and Reporting
Holistics comes with a powerful chart library and strong customization options, allowing users to create a variety of reports, from simple line charts to advanced cohort charts. Users can build fully automated, single-view dashboards for key business metrics, which can be sliced and diced by different time periods (daily, weekly, monthly, etc.).
Interactive Dashboards
Users can interact with existing dashboards through features like filtering, drilling down into data, and comparing data between different time periods. This interactivity helps in deep analysis and better decision-making.
User Access Control
Holistics provides tight control over how data is shared, allowing administrators to restrict access at the report, row, and column levels. This ensures that sensitive data is only accessible to authorized users.
Automated Reporting
The platform allows for automated email reports to be sent to business users, saving them time from logging into the platform. Reports can also be scheduled for external stakeholders, with each partner receiving a different set of data. Reports include charts, data tables, and Excel/CSV attachments.
SQL Workspace
The SQL Workspace is designed for SQL analysts, making it intuitive to write SQL and run analyses. Users can abstract duplicate SQL snippets into query templates and reuse them across multiple reports, enhancing efficiency.
Data Modeling
Holistics allows users to articulate their company’s business logic using a data modeling language. Users can generate and build data models that reflect their company’s business logic, enhanced with custom dimensions and measures.
Data Sync and Transformation
The platform enables automatic syncing of production data into the reporting database without the need for custom scripts. Users can upload spreadsheets into database tables using a simple drag-and-drop interface and map and filter data using JSON configurations instead of complex ETL scripts.
Benefits
- Efficiency: Reduces the workload on data teams by enabling self-service data access for business users.
- Consistency: Ensures that all reports give consistent values for the same metrics by defining business logic in one place.
- User-Friendly: Provides intuitive interfaces for non-technical users to build and interact with reports.
- Security: Offers tight control over data access, ensuring sensitive data is protected.
- Automation: Automates reporting processes, saving time and enhancing productivity.
While Holistics does not explicitly integrate AI in its core functionalities as described, it focuses on streamlining data analysis and reporting processes, making it a powerful tool for business intelligence and data management.

Holistics - Performance and Accuracy
Evaluation of Holistics in AI-Driven Research Tools
To evaluate the performance and accuracy of Holistics in the AI-driven research tools category, it is crucial to distinguish between Holistics and the Holistic AI Open Source Library, as they are distinct entities.
Holistics
Holistics is a data reporting and business intelligence platform, not specifically an AI-driven research tool. Here are some key points about its performance and accuracy:
Data Reporting and Visualization
Holistics is known for its capabilities in data reporting, visualization, and dashboard creation. It allows users to connect various data sources and generate insightful reports.
Accuracy
The accuracy of Holistics largely depends on the quality of the data it processes. If the input data is accurate and well-maintained, Holistics can provide reliable and accurate reports.
Performance
Performance-wise, Holistics is generally praised for its user-friendly interface and efficient data processing capabilities. However, specific performance metrics such as speed and scalability can vary based on the size of the datasets and the complexity of the reports being generated.
Limitations
One of the main limitations could be the reliance on high-quality input data. If the data is flawed or biased, the reports generated by Holistics will reflect these issues. Additionally, while Holistics is strong in data visualization and reporting, it may not offer the advanced AI-specific features like bias mitigation or explainability that are found in other specialized AI tools.
Holistic AI Open Source Library
If you are interested in AI-specific tools, the Holistic AI Open Source Library is a different entity that focuses on assessing and improving the trustworthiness of AI systems:
Bias Mitigation and Fairness
This library provides extensive tools for assessing and mitigating bias in AI models, including over 35 bias metrics and 30 strategies for bias elimination.
Explainability and Robustness
It also offers features for explaining AI model behavior and ensuring robustness against various challenges like adversarial attacks.
Accuracy and Performance
The library’s performance in terms of accuracy is tied to its ability to identify and mitigate biases, improve explainability, and ensure robustness. It is well-regarded for its comprehensive approach to addressing technical risks associated with AI systems.
Limitations
While the library is highly effective for bias mitigation and other technical risk assessments, it currently focuses primarily on these aspects and is planned to expand to other areas such as explainability and robustness in the future.
Conclusion
In summary, if you are looking for a tool specifically for data reporting and visualization, Holistics is a strong option, but it does not offer the advanced AI-specific features found in the Holistic AI Open Source Library. For AI research and development, the Holistic AI Open Source Library is more relevant, but it has its own set of limitations and areas for future expansion.

Holistics - Pricing and Plans
Holistics IO Pricing Plans
Holistics IO, a business intelligence and analytics platform, offers a structured pricing model with several tiers to cater to different business needs. Here’s a breakdown of their pricing plans and the features associated with each:
Entry Plan
The Entry plan is the most basic option, starting at $100 per month. This plan provides core self-service analytics features, allowing users to build reports without needing SQL knowledge. It is suitable for proof of concept or analytics beginners.
Standard Plan
The Standard plan starts at $720 per month when billed monthly, or $600 per month when billed yearly, saving up to 20%. This plan includes all the features from the Entry plan, plus additional features such as:
- Embedded dashboards
- Custom charts
- Advanced as-code capabilities
- Unlimited reports
- 3 embedded workers
It is designed for businesses looking for more advanced self-service analytics capabilities and customizable options.
Security Compliance Suite (SCS) Plan
The SCS plan starts at $960 per month when billed monthly, or $800 per month when billed yearly, saving up to 20%. This plan builds upon the Standard plan by adding security features such as:
- Single sign-on (SSO)
- Role-based access control (RBAC)
- IP access restrictions
It is focused on enhancing data protection, access control, and compliance measures.
Custom Plan
The Custom plan is flexible and priced based on the customer’s specific requirements. It offers features like:
- User activity monitoring
- Unlimited users
- White-labeling options
This plan is ideal for businesses with unique needs that cannot be met by the standard plans. You need to contact the sales team to get a custom quote.
Free Trial
Holistics IO offers a 14-day free trial for all plans, allowing users to explore the features and functionalities of the platform at no cost. However, there is no permanent free plan available.
Each plan is designed to provide businesses of various sizes and industries with affordable access to powerful analytics tools, ensuring they can gain valuable insights from their data.

Holistics - Integration and Compatibility
Holistics Overview
Holistics, a self-service business intelligence (BI) and data reporting platform, integrates seamlessly with a variety of databases and offers several features that enhance its compatibility and usability across different platforms.Database Compatibility
Holistics supports a wide range of SQL databases, including:- PostgreSQL
- MySQL
- Microsoft SQL Server
- Google BigQuery
- Amazon Redshift
- Snowflake
- Presto
- Clickhouse
- Databricks
- Amazon Athena
Integration with Other Tools
Holistics can be integrated with other tools and data sources through several methods:- ETL Tools: For NoSQL data sources (like MongoDB, CouchDB) and application data sources (like Salesforce, Hubspot), Holistics recommends using a dedicated ETL (Extract, Transform, Load) tool to load the data into a SQL data warehouse before connecting to Holistics.
- API Support: Holistics provides API support, allowing users to integrate it with other platforms and tools. This enables the sharing of data and insights through various channels such as Slack, email, and webhooks.
- Third-Party Platforms: Integrations with platforms like Lyftrondata enable users to connect, analyze, and visualize data from over 300 sources, including ERP, CRM, and legacy databases.
Platform and Device Compatibility
Holistics is primarily a browser-based platform, making it accessible from any device with a web browser. This cloud-based approach ensures that users can access and interact with their data without the need for specific software installations.User Access and Interactivity
The platform offers features like user access control, smart timezone handling, and built-in time-period comparisons, which enhance the user experience and ensure data is accurately and securely shared across different users and time zones.Additional Features
Holistics also supports advanced features such as data filtering, drill-through capabilities, and data alerts, which can be accessed and managed through interactive dashboards. These features allow both technical and non-technical users to explore and analyze data without needing to write SQL queries.Conclusion
In summary, Holistics integrates well with a variety of SQL databases and other tools, offers API support for broader integration, and is accessible via any web browser, making it a versatile and user-friendly BI platform.
Holistics - Customer Support and Resources
Customer Support for Holistics
When seeking customer support and additional resources for Holistics, a platform offering AI-driven research tools, here are the key options and details you should be aware of:Support Channels
Holistics primarily offers email support. You can contact their support team via email or by filling out the Contact Support form within their platform.Severity Levels and Response Times
Support requests are categorized into three severity levels:L1 (Critical)
Issues that significantly impact business operations, with a response time of 1 business day.L2 (Major)
Issues that degrade system function and performance but do not completely halt operations, with a response time of 2 business days.L3 (Minor)
Non-critical issues that affect usability but do not significantly impact operations, with a response time of 3 business days.Additional Information for Support Requests
To expedite the resolution process, it is helpful to provide specific details in your support email, such as:- Report ID(s) or Definition ID(s) affected
- Job Run/Execution ID(s) affected
- User ID(s) affected
- Indicative time-period of the issue
- Supplementing information
- Screenshots of error pages
- Relevant attachments for data imports
Status Page
You can check the current status of Holistics’ services on their Status Page at https://status.holistics.io. This page provides updates on any ongoing issues or maintenance.Live Diagnosis
In cases of critical bugs that require immediate attention, Holistics may initiate video calls with their engineers to diagnose and resolve the issue promptly. By utilizing these support channels and providing the necessary information, you can ensure efficient and effective resolution of any issues you encounter with Holistics’ AI-driven research tools.
Holistics - Pros and Cons
Advantages of Holistics
Self-Service Data Exploration
Holistics excels in self-service data exploration, allowing business users to access and analyze data without relying on the data team. This is achieved through a curated environment where users can build their own reports and dashboards without needing to write SQL.
Centralized Business Logic
Data teams can define business metrics and data logic centrally using SQL, ensuring that business logic is defined in one place. This central definition helps maintain consistency across all reports, eliminating the issue of disparate metric definitions.
Version Control with Git
Holistics integrates with Git version control, enabling data teams to track changes, perform branching, and ensure the accuracy of analytics logic. This feature enhances collaboration and maintains the integrity of the analytics workflow.
Ease of Use
The platform offers a zero learning curve for data consumers, who can create charts and dashboards using a drag-and-drop interface without writing SQL. For data and technical teams, only SQL knowledge is required.
Flexible Reporting and Visualization
Holistics provides a cloud-based, 100% browser-based interface that works on all operating systems (Mac, Linux, Windows). It offers essential chart types with basic customization options and supports custom charts via VegaLite for more complex visualizations.
Advanced Data Delivery
The platform allows for shareable links that can be easily shared with external stakeholders without requiring a Holistics user account. It also supports automated email delivery, Slack schedules, and SFTP export schedules natively.
User Access Control and Timezone Handling
Holistics offers tight control over how data is shared at the report, row, and column levels. It also intelligently handles timezones, adjusting for users’ timezones based on the database’s timezone.
Disadvantages of Holistics
Limited Drilldown Feature
One of the notable drawbacks is that the drilldown feature is not as comprehensive as in some other BI tools, such as Power BI.
Time Series Filters
Creating timeseries filters and dropdowns can be more time-consuming in Holistics compared to other tools.
Dependence on SQL Knowledge
While Holistics is user-friendly for those familiar with SQL, it still requires SQL knowledge for data and technical teams to fully utilize its features. This could be a barrier for teams without SQL expertise.
Integration Limitations
Although Holistics supports various SQL databases, it may not integrate seamlessly with all data sources or require additional setup for certain integrations.
In summary, Holistics offers significant advantages in self-service data exploration, centralized business logic, and version control, making it a strong alternative to other BI tools like Tableau and Power BI. However, it has some limitations, particularly in its drilldown features and the time required to set up certain filters.

Holistics - Comparison with Competitors
Holistic AI
Holistic AI is a sophisticated AI governance platform that focuses on ensuring transparency, accountability, and safety in AI implementations. Here are some of its key features:- Bias Metrics and Mitigation: The platform includes functions for data visualization, bias metrics, and bias mitigation for classification and regression models. It provides pre-processing, in-processing, and post-processing approaches to mitigate bias.
- Comprehensive Governance: Holistic AI streamlines AI activities across organizations, covering management, monitoring, and auditing. It offers AI Audits and AI Safeguard features to ensure compliance and risk management.
- Industry-Specific Solutions: The platform provides tools tailored for sectors such as finance, insurance, and technology, ensuring effective AI governance.
- User-Friendly Tutorials: It is supported by easy-to-follow tutorials and documentation, making it accessible for a wide range of users.
Alternatives and Competitors
FairNow
FairNow is a competitor that offers a platform for AI governance within the technology sector. It focuses on compliance and risk management, monitoring AI models to ensure they meet regulatory requirements.Credo AI
Credo AI automates AI oversight, risk management, and regulatory compliance. Its services are designed to facilitate responsible AI adoption, similar to Holistic AI’s focus on governance and compliance.Monitaur
Monitaur specializes in governance software and focuses on ethical and responsible management across various industries. It offers a comprehensive platform for monitoring and managing AI systems.Saidot
Saidot provides a SaaS platform that includes tools for compliance with AI regulations. It is another alternative that focuses on ensuring AI systems meet regulatory standards.Unique Features of Holistic AI
- Holistic Approach to Bias Mitigation: Holistic AI stands out with its comprehensive suite of tools specifically designed for assessing and mitigating bias in AI models. This includes detailed metrics for binary and multiclass classification, regression, clustering, and recommender systems.
- User-Friendly Interface: Unlike some other bias metric libraries, Holistic AI is known for its ease of use, supported by several easy-to-follow tutorials and real-life datasets.
Other AI-Driven Research Tools
While the above comparison is specific to AI governance and bias mitigation, other AI-driven research tools serve different purposes:Quantilope
Quantilope integrates AI into market research to streamline survey creation, simplify data analysis, and uncover predictive insights. It is more focused on market research rather than AI governance.Brandwatch
Brandwatch specializes in social media listening and consumer sentiment analysis, helping businesses track their online reputation and monitor brand perception. This tool is more aligned with social media and brand monitoring rather than AI governance.Perplexity AI
Perplexity AI is an AI-powered assistant that simplifies research processes by delivering concise, factual summaries from large datasets. It is more focused on general research and data analysis rather than AI governance. In summary, Holistic AI is unique in its comprehensive approach to AI governance, bias mitigation, and compliance. While other tools like FairNow, Credo AI, and Monitaur offer similar governance features, Holistic AI’s focus on bias metrics and mitigation, along with its user-friendly interface, sets it apart in the AI governance space.
Holistics - Frequently Asked Questions
Frequently Asked Questions about Holistics IO
What is Holistics IO and what does it offer?
Holistics IO is a self-service analytics platform that helps businesses extract insights from their data. It offers a range of features including automated reporting, data visualization, query builder tools, and advanced analytics capabilities. The platform is designed to be user-friendly, allowing users to build reports without needing SQL knowledge.What are the different pricing plans available for Holistics IO?
Holistics IO provides several pricing plans to cater to different business needs. These include the Entry plan, Standard plan, Security Compliance Suite (SCS) plan, and a Custom plan. The Entry plan offers core self-service analytics features, the Standard plan adds more advanced features like embedded dashboards and custom charts, the SCS plan focuses on enhanced security measures, and the Custom plan allows for customized solutions based on specific business requirements.Does Holistics IO support enterprise-grade security?
Yes, Holistics IO offers enterprise-grade security features, particularly in its Security Compliance Suite (SCS) plan. This plan includes features such as single sign-on (SSO), role-based access control (RBAC), and IP access restrictions to ensure the highest level of data protection and compliance.Can Holistics IO handle large volumes of data and multiple users?
Yes, Holistics IO is capable of handling large volumes of data and supports multiple users. The platform offers unlimited reports and can accommodate additional users and embedded workers, depending on the chosen pricing plan. This makes it suitable for both small businesses and large enterprises.Is there a free trial available for Holistics IO?
Yes, Holistics IO offers a 14-day free trial. This allows users to explore the features and functionalities of the platform at no cost before deciding on a subscription plan.Does Holistics IO support natural language processing (NLP) interfaces?
Currently, Holistics IO is considering the feasibility of incorporating NLP-based interfaces into their product. While it is not yet available, the team is actively exploring ways to improve the user experience and make data exploration more accessible through potential future NLP features.How does Holistics IO facilitate collaboration and sharing among team members?
Holistics IO allows teams to easily share insights and collaborate on projects in real time. The platform supports features that enable seamless collaboration, ensuring a smooth workflow for business users.What kind of data visualization tools does Holistics IO provide?
Holistics IO offers various data visualization tools, including the ability to build custom charts and dashboards. These tools help users to visualize their data effectively and gain valuable insights from their analytics.Is Holistics IO user-friendly for non-technical users?
Yes, Holistics IO is designed to be user-friendly, especially for non-technical users. The platform allows users to build reports and gain insights from their data without needing SQL knowledge, making it accessible to a wide range of users.Can Holistics IO be customized to meet specific business needs?
Yes, Holistics IO offers a Custom plan that allows businesses to customize their subscription based on their unique requirements. This plan provides flexibility in terms of features, user activity monitoring, unlimited users, and white-labeling options.
Holistics - Conclusion and Recommendation
Final Assessment of Holistics in the Research Tools AI-Driven Product Category
Holistics is a powerful Business Intelligence (BI) platform that offers a comprehensive set of tools for data analysis, reporting, and automation. Here’s a detailed assessment of who would benefit most from using Holistics and an overall recommendation.Key Benefits and Features
Data Analysis and Reporting
Holistics enables users to parse through large volumes of data, such as conversational data, to extract relevant insights. For instance, Kata.ai uses Holistics to process over 9 million messages daily to improve their chatbot AI models and deliver customer analytics.
Automated Reporting
The platform allows for automated reporting routines, delivering data to various stakeholders through channels like Slack and Google Sheets. This feature is crucial for teams that need real-time updates on key metrics.
Self-Service BI
Holistics empowers analysts with SQL to build data warehouses and automated reporting routines, making it a self-service BI solution. This is particularly beneficial for companies looking to foster a data-driven culture without extensive engineering time.
Multi-Departmental Access
The platform provides secure and effective self-service data exploration, enabling thousands of users across different departments to access and analyze data. This is evident in companies like ARD, Fave, and ShopBack, which use Holistics to drive data access across their organizations.
Who Would Benefit Most
Data Analysts and Scientists
Holistics is highly beneficial for data analysts and scientists who need to build and manage complex data pipelines. Its SQL-based features and automated reporting capabilities make it an ideal tool for data-intensive tasks.
Marketing Teams
Marketing teams can leverage Holistics to track and measure the effectiveness of their campaigns. By analyzing data on active users, clicks, and customer segments, marketing teams can make informed decisions about their promotional strategies.
Product Development Teams
Teams involved in product development, especially those working on AI and chatbot solutions, can use Holistics to gain insights into product usage behavior and customer interactions. This helps in improving product features and user experience.
Enterprise Clients
Large enterprises with multiple departments can benefit from Holistics’ ability to provide a single source of truth for data, ensuring that each department has secure and relevant access to the data they need.
Overall Recommendation
Holistics is a versatile and powerful tool for any organization looking to make data-driven decisions. Its ability to handle large volumes of data, automate reporting, and provide self-service BI capabilities makes it an excellent choice for various teams, including data analysts, marketing teams, and product development teams.
If your organization is dealing with significant amounts of data and needs a reliable platform to extract insights, automate reporting, and foster a data-driven culture, Holistics is highly recommended. Its user-friendly interface, secure data management, and multi-departmental access features make it a valuable asset for any data-intensive operation.