How Tellius Compares to WhizAI
for Self-Service Analytics
How Tellius Compares to WhizAI for Self-Service Analytics
WhizAI is a life science analytics platform that claims to leverage generative AI infused with domain expertise to derive insights. However, the platform is lacking enterprise-ready features like data preparation, dashboards, automated insights, and advanced analytics capabilities. These limitations mean WhizAI falls short on its promise to enable self-service analytics and insights, as organizations will run into issues scaling usage with a lack of enterprise-ready features.
Tellius offers true self-service analytics via a robust data preparation layer powered by generative AI, intuitive search, and industry-leading automated insights. From natural language search to automated insights and AutoML, Tellius upskills all user types with an augmented analytics experience.
Tellius vs WhizAI Overview
 |  |
|---|---|
 Self-service ad hoc data exploration and analysis |  Conversational data exploration with limited self-service analysis |
 Robust automated insight capabilities with a wide array of insight types, enabling you to understand “why” metrics are changing |  Automated insights limited to anomaly detection and key driver insights |
 Advanced analytics capabilities, including AutoML, no-/low-code model creation, and BYO model |  Limited predictive analytics experience with no AutoML nor no-code model creation |
 Intuitive, fast set-up, accelerated by world-class technology, people, and processes |  Initial set-up and implementation can stretch for months, with adoption failure a common occurrence |
 Robust data preparation layer, enabling you to combine data from multiple sources to augment the search experience |  Data preparation layer designed to enrich search experience and has limitations to transformations/joins |
Why Tellius?
- Empowering true self-service analytics
- Supercharging analysis with powerful insights
- Built for scale
Designed from the ground up to provide an integrated experience that combines data preparation, transformation, querying, and insight generation, all in a user-friendly, intuitive platform
- Empowering true self-service analytics
Designed from the ground up to provide an integrated experience that combines data preparation, transformation, querying, and insight generation, all in a user-friendly, intuitive platform
- Supercharging analysis with powerful insights
Empowers users to understand not only “what” is happening but also “why,” by running millions of variable combinations in the datasets, enhancing the depth and value of insights derived
- Built for scale
Built with a powerful dual analytics engine that combines powerful ad hoc exploration capabilities for analytical queries at scale, optimized for data prep, insights, and ML workloads
Detailed Feature Comparison
Feature
Tellius
WhizAI
Automated Insights
Yes
but limited
Kick-off Insight from Search
Key Driver Insights
…… Explore Top Segments
…… Explore Top Predictive Factors
Trend Insights
…… Explore Top Contributors to the Change
…… Explore Top Reasons for the Change
Comparison Insights
…… Explore Top Differences
…… Explore Top Reasons for the Difference
Data Preparation
Yes
but limited
Connect to the most popular enterprise data storage solutions
Data transformation capabilities
Automated synonym creation
Yes
with GenAI
Automated display name creation
Yes
with GenAI
Automated column description creation
Yes
with GenAI
Predictive Analytics
Yes
but limited
AutoML
Point-and-Click ML
Bring Your Own Model
Regression
Classification
Clustering
Recommender Systems
Anomaly Detection
Alerts
Feed to keep track of key metrics
Feed linked to automated insights
Yes
understand why metrics changed
Tellius
- Automated Insights
- Kick-off Insight from Search
- Key Driver Insights
- ...... Explore Top Segments
- ...... Explore Top Predictive Factors
- Trend Insights
- ...... Explore Top Contributors to the Change
- ...... Explore Top Reasons for the Change
- Comparison Insights
- ...... Explore Top Differences
- ...... Explore Top Reasons for the Difference
- Data Preparation
- Connect to the most popular enterprise data storage solutions
- Data transformation capabilities
- Automated synonym creation(with GenAI)
- Automated display name creation(with GenAI)
- Automated column description creation(with GenAI)
- Predictive Analytics
- AutoML
- Point-and-Click ML
- Bring Your Own Model
- Regression
- Classification
- Clustering
- Recommender Systems
- Anomaly Detection
- Alerts
- Feed to keep track of key metrics
- Feed linked to automated insights(understand why metrics changed)
WhizAI
- Automated Insights(but limited)
- Kick-off Insight from Search
- Natural language narrative summary of insight
- Key Driver Insights
- ...... Explore Top Segments
- ...... Explore Top Predictive Factors
- Trend Insights
- ...... Explore Top Contributors to the Change
- ...... Explore Top Reasons for the Change
- Comparison Insights
- ...... Explore Top Differences
- ...... Explore Top Reasons for the Difference
- Data Preparation(but limited)
- Connect to the most popular enterprise data storage solutions
- Data transformation capabilities
- Automated synonym creation
- Automated display name creation
- Automated column description creation
- Predictive Analytics(but limited)
- AutoML
- Point-and-Click ML
- Bring Your Own Model
- Regression
- Classification
- Clustering
- Recommender Systems
- Anomaly Detection
- Alerts
- Feed to keep track of key metrics
- Feed linked to automated insights
Common WhizAI Pitfalls
- Limited automated insights experience
- Lack of a true data preparation layer
- Inadequate predictive analytics for advanced use cases
WhizAI’s automated insights experience is limited to key driver analysis. Having limitations on the types of analysis available means true self-service analytics is out of reach with WhizAI.
With a limited data preparation layer, enterprises struggle to leverage WhizAI at scale. Organizations must rely heavily on the WhizAI team to ensure natural language search functions correctly, and they have limited ability to address issues on their own.