--- title: Ellie.ai Reviews meta_title: 'Ellie.ai Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter reviews by the users' company size, role or industry to find out how Ellie.ai works for a business like yours. aggregate_rating: rating_value: 4.2 review_count: 6 scale: '5' date_modified: '2026-09-03' parent_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # Ellie.ai Reviews **Vendor:** Ellie Technologies **Category:** [Data Modeling](https://www.g2.com/categories/data-modeling) **Average Rating:** 4.2/5.0 **Total Reviews:** 6 ## About Ellie.ai Ellie.ai is a product design and collaboration platform for data teams. It's ease of use brings people from the whole organization to your data projects, while also offering technical features to turn brainstorming ideas into actional data implementation designs. With over 50 customers across the world, Ellie helps data leaders solve complex data initiatives in large enterprises by bringing people and data together. Key Features: - Conceptual Models allow you to visualize how data and context relate to each other in one simple view. Whether you’re a business process or a physical data type of a person, conceptual models allow everyone to easily understand each others’ thoughts and ideas. - Business Glossary allows you to create well-defined documentation of what different terms like "Account" or "Employee" actually mean within your company, and how they are used across all your models. - Logical Data Models enable you to capture the technical representation of your data and link it with your business models - Open API & Integrations enable you to easily share data from Ellie with other tools as well as reverse engineer data schemas into Ellie. Ellie's Enterprise Customers report up to 40% faster requirement gathering process when starting new data projects. ## Ellie.ai Pros & Cons Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews. **What users like:** - Users find that Ellie.ai provides a **clear understanding of roles and responsibilities** in complex business processes. (1 reviews) **What users dislike:** - Users find Ellie.ai's **complexity** challenging when visualizing and implementing business processes, preferring a more straightforward approach. (1 reviews) - Users find the **limited visualization** in Ellie.ai complicates modeling complex business processes, hindering ease of use. (1 reviews) ## Ellie.ai Reviews ### 1. Great for Collaborative Data Modeling and Governance **Rating:** 4.0/5.0 stars **Reviewed by:** Jeni J. | Software Dev , Ai Agents Builder, Information Technology and Services, Mid-Market (51-1000 emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **G2 Icon:** Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise. **Reviewed Date:** July 29, 2026 At G2, we prefer fresh reviews and we like to follow up with reviewers. They may not have updated their review text, but have updated their review. **What do you like best about Ellie.ai?** I use Ellie.ai to design and manage enterprise data models in one place, keeping business definitions, data governance, and technical architecture aligned. It's great for collaboration with business stakeholders and data engineering teams, making sure everyone has a shared understanding before building data pipelines or analytics solutions. I really appreciate the AI-assisted modeling features which help speed up documentation and data model creation. It's effective in keeping business requirements, data models, and technical implementation aligned, providing a centralized place for managing business concepts, entities, relationships, and metadata. What I like most about Ellie.ai is how it brings business and technical teams together around a shared data model, facilitating collaboration and keeping everything connected, which reduces confusion and maintains alignment throughout the project. Plus, the initial setup was very easy and straightforward. The Ui was good and the pricing also okay **What do you dislike about Ellie.ai?** Overall, Ellie.ai has been a strong platform, but there are a few areas where it could improve. I'd like to see more advanced collaboration capabilities for larger teams, such as richer commenting workflows, approval processes, and clearer change tracking when multiple people are working on the same data model. **What problems is Ellie.ai solving and how is that benefiting you?** I find Ellie.ai helps me keep business requirements, data models, and technical implementation aligned in a centralized place, reducing my manual effort and improving consistency. It simplifies collaboration with stakeholders, ensuring a shared understanding of data concepts, and speeds up documentation and model creation. ### 2. Simple and useful AI tool for working with data **Rating:** 4.0/5.0 stars **Reviewed by:** DHARANI DHARAN S. | Developer, Small-Business (50 or fewer emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** September 03, 2026 **What do you like best about Ellie.ai?** It helps me work with data faster and saves me a lot of time on things I would normally have to do manually. I feel like Ellie.ai is worth the cost because it saves me time and reduces some of the manual work. The pricing feels reasonable for the value I get from using it regularly. **What do you dislike about Ellie.ai?** Sometimes the AI doesn’t give exactly what I’m looking for, so I have to adjust things myself. A few features also take some time to get used to. **What problems is Ellie.ai solving and how is that benefiting you?** Ellie.ai helps me make sense of data without spending too much time doing everything manually. It makes finding information and working with data quicker, which helps me get my work done faster and focus on other tasks. ### 3. Ellie.ai Makes Analytics Easy and Turns Data into Actionable Insights **Rating:** 4.5/5.0 stars **Reviewed by:** LOKESH G. | Engineer.SGB TCS-FS CORE BANKING,Production, Information Technology and Services, Enterprise (> 1000 emp.) **Current User:** The reviewer uploaded a screenshot or submitted the review in-app verifying them as current user. **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **G2 Icon:** Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise. **Reviewed Date:** August 13, 2026 **What do you like best about Ellie.ai?** I like Ellie.ai because it makes data and analytics more accessible and easier to understand. It reduces manual effort, speeds up analysis, and helps me turn data into useful insights that support better decision-making. **What do you dislike about Ellie.ai?** One thing I dislike about Ellie.ai is that some of its more advanced features can take a while to learn and may still require manual adjustments. Also, the results sometimes need an extra review to make sure they truly fit the specific business context. **What problems is Ellie.ai solving and how is that benefiting you?** Ellie.ai helps cut down on the manual work involved in analyzing and understanding data. It makes it easier to turn complex information into clear, actionable insights, which saves time and supports faster, better-informed decisions. ### 4. Impressive AI That Turns Raw Enterprise Data into Clear Models and Dashboards **Rating:** 4.5/5.0 stars **Reviewed by:** Kshitish Kumar B. | Engineer, Small-Business (50 or fewer emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** August 30, 2026 **What do you like best about Ellie.ai?** It takes the raw data and analyze it and organize it so that we can got a clear data model and get knowledge from the data model. It helps me to create me a final dashboard for the company. It's visual and diagram based interface is impressive. It is intelligent AI that understand the enterprise data **What do you dislike about Ellie.ai?** It is a specialized AI so we can't use them a general purpose AI, it is not meant for a single person in my opinion it is kinda enterprise oriented. **What problems is Ellie.ai solving and how is that benefiting you?** It saves time and major feature are we can connect the this ai with the existing enterprise database. Visual demonstration is more easier to understand the relationship between tables of the databases. ### 5. Fast and easy to use **Rating:** 4.0/5.0 stars **Reviewed by:** valynn s. | Team support, Mid-Market (51-1000 emp.) **Validated Reviewer:** Validated through a business email account **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** June 25, 2026 At G2, we prefer fresh reviews and we like to follow up with reviewers. They may not have updated their review text, but have updated their review. **What do you like best about Ellie.ai?** Easy to use. Figured it out fast and helpful **What do you dislike about Ellie.ai?** Nothing really, I understood it fast from the start **What problems is Ellie.ai solving and how is that benefiting you?** Wait tim ### 6. Get you business process and support function in place with Ellie data modelling tool **Rating:** 4.0/5.0 stars **Reviewed by:** Jagadis P. | Product Specialist (Order to Cash), Enterprise (> 1000 emp.) **Validated Reviewer:** Validated through LinkedIn **Incentivized:** This reviewer was offered a nominal gift card as thank you for completing this review. **Source: G2 invite:** Invitation from G2. This reviewer was offered a nominal gift card as thank you for completing this review. **Reviewed Date:** December 16, 2022 **What do you like best about Ellie.ai?** Business processes can sometimes be very complicated, and they can destroy the strategy of your roles and responsibilities. So we must design and lay out our business journeys to model it. This will help visualize and conceptualize the business process, which involves a lot of stakeholders. This gives out clear understanding on roles and responsibilities. **What do you dislike about Ellie.ai?** Ellie data modeling is a tool that has a standard way of dealing with things. But sometimes, it can become very complex to put up the business process. Like multiple roles, multiple workflows etc., it can sometimes be a bit difficult to visualize and put it up. So to ease that process, if it can be more straightforward, it works better. **What problems is Ellie.ai solving and how is that benefiting you?** We are a big organization with more extensive and complex processes. Now with a varied background of digital teams, business processes, architecture teams and support organizations - it can become supercritical to lay down the correct process. That's when we have Ellie data modeler, who helps visualize the business process and get that clarity across different teams and roles. This eliminates confusion and makes apparent responsibilities. - [View Ellie.ai pricing details and edition comparison](https://www.g2.com/products/ellie-ai/reviews?section=pricing&secure%5Bexpires_at%5D=2026-09-03+11%3A50%3A21+-0500&secure%5Bsession_id%5D=9e38c691-d3d4-41b0-a36c-28ae9017c507&secure%5Btoken%5D=fbcba1c06da09102539f9bc9926b42900c025010e1f3144bd51182713ac384df&format=llm_user) ## Ellie.ai Features **Additional Functionality** - Tagging - Natural Language Processing - Data Extraction - Multi-Language - Predictive Analytics - Drag & Drop - Speech Recognition - Reporting/Analytics - Data Storage Management - Virtual Personal Assistant (VPA) - AI Copilot - Customer Segmentation - Collaboration Tools - Data Import/Export - Generative AI - For eCommerce - Role-Based Permissions - Customizable Branding - Search/Filter - Monitoring - Document Management - API - Data Visualization - Trend Analysis - Machine Learning - Access Controls/Permissions - Alerts/Escalation - Performance Metrics - Real-Time Data - Third-Party Integrations - Mobile App - Multiple Data Sources - For Sales Teams/Organizations - Sentiment Analysis - Activity Dashboard - Chatbot - Workflow Automation **Model Capture & Design - Data Modelling** - Conceptual‑Logical‑Physical Modeling Support - Relationships & Constraints Definition - Entities & Attributes Definition **Platform Forward Engineering - Data Modelling** - SQL DDL / Schema Generation - Target Platform Datatype Mapping **Platform Reverse Engineering - Data Modelling** - Model & Schema Synchronisation - Reverse‑Engineering Live Systems or DDL **Validation & Governance - Data Modelling** - Naming Standards & Modeling Conventions Enforcement - Model Validation Against Platform Rules **Documentation & Sharing - Data Modelling** - Collaboration & Versioning - Diagram Publishing & Export - Change‑Impact & Impact Analysis Reporting ## Top Ellie.ai Alternatives - [erwin Data Modeler](https://www.g2.com/products/quest-software-erwin-data-modeler/reviews) - 4.2/5.0 (113 reviews) - [ER/Studio](https://www.g2.com/products/er-studio/reviews) - 4.1/5.0 (20 reviews) - [SqlDBM](https://www.g2.com/products/sqldbm/reviews) - 4.6/5.0 (17 reviews)