--- 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: 4.0 review_count: 4 scale: '5' date_modified: '2026-08-12' 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:** 4.0/5.0 **Total Reviews:** 4 ## 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 **What users like:** - Users value the **clear understanding** of roles and responsibilities that Ellie.ai provides in complex business processes. (1 reviews) **What users dislike:** - Users find the **complexity** of Ellie.ai's data modeling challenging, making visualization and setup difficult at times. (1 reviews) - Users find the **limited visualization** of Ellie.ai challenging, complicating the representation of complex business processes. (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.) **Reviewed Date:** July 29, 2026 **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. Ellie.ai Makes Complex OTT Data Product Design Fast and Collaborative **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** August 12, 2026 **What do you like best about Ellie.ai?** Ellie.ai bridges the gap between our non-technical content ops teams and data engineers by allowing us to visually map our streaming data models and business glossary term in one place. It makes designing complex OTT data products - from subscriber engagement metrics to content royalty tracking - incredibly fast and collaborative. **What do you dislike about Ellie.ai?** The platform's native code generation capabilities for specific data warehouse dialects like snowflake or bigquery are somewhat limited and often require manual tweaking by our data team. Additionally, permissions management for large, cross functional teams across content and tech department can feel a bit rigid. **What problems is Ellie.ai solving and how is that benefiting you?** Ellie.ai solves miscommunication betwen technical data teams and business stakeholders by replacing clunky spreadsheets with visual conceptual models. It benefits our streaming platform by drastically cutting down requirements-gathering time and ensuring everyone agrees on core metrics like subscriber churn and content royalties before code gets written. ### 3. Fast and easy to use **Rating:** 4.0/5.0 stars **Reviewed by:** valynn s. | Team support, Mid-Market (51-1000 emp.) **Reviewed Date:** June 25, 2026 **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 ### 4. 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.) **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?qs=pros-and-cons§ion=pricing&secure%5Bexpires_at%5D=2026-08-13+00%3A19%3A10+-0500&secure%5Bsession_id%5D=c2f126ca-de33-4193-a5db-e396ee59bc1e&secure%5Btoken%5D=e06c90263cd04cf58b108a24fb7006fd0004fb54ee73fd5ad8a35a303fdf815b&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 (111 reviews) - [ER/Studio](https://www.g2.com/products/er-studio/reviews) - 4.0/5.0 (15 reviews) - [SqlDBM](https://www.g2.com/products/sqldbm/reviews) - 4.6/5.0 (17 reviews)