# Dataiku vs Domino Enterprise AI Platform Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Dataiku excels in overall user satisfaction, reflected in its significantly higher G2 Score compared to Domino Enterprise AI Platform. Users appreciate the platform's intuitive graphical user interface, which simplifies managing code and datasets visually, making it a favorite for those looking to quickly prototype and launch their projects.
- **According to verified reviews** , Dataiku's ease of use is a standout feature, with users highlighting how the platform allows for rapid development and integration of AI into their tech environments. This contrasts with Domino, where while users find the interface user-friendly, it doesn't quite match the seamless experience offered by Dataiku.
- **Users say** that Dataiku's implementation process is notably quick and straightforward, with many praising the intuitive onboarding wizard. In comparison, while Domino Enterprise AI Platform is flexible in connecting to multiple cloud providers, some users have mentioned that its setup can be less straightforward.
- **Reviewers mention** that Dataiku's support quality is highly rated, with a score that reflects its responsiveness and helpfulness. Users have expressed satisfaction with the support they receive, whereas Domino's support, while still good, does not reach the same level of acclaim.
- **Users highlight** Dataiku's strong capabilities in model training and deployment, which are crucial for data science projects. They appreciate features that allow for quick iterations and testing. On the other hand, while Domino also offers robust model training features, some users feel that the overall experience is not as fluid as that of Dataiku.
- **According to recent feedback** , Dataiku's scalability is a significant advantage, with users noting that it can handle growing data needs effectively. In contrast, while Domino also performs well in scalability, some users have indicated that it may not be as responsive to rapid scaling demands as Dataiku.



| | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 215 | 28 | 
| **Largest Market Segment** | Enterprise (61.3% of reviews) | Enterprise (48.1% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Dataiku

Pros:
- Ease of Use (82 reviews)
- Features (82 reviews)

Cons:
- Learning Curve (45 reviews)
- Steep Learning Curve (26 reviews)

### Domino Enterprise AI Platform

Pros:
- Ease of Use (4 reviews)
- Easy Integrations (2 reviews)

Cons:
- Cost (1 reviews)
- Difficult Setup (1 reviews)

---
## Ratings Comparison
| Rating | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
  | **Meets Requirements** | 8.7 (184 reviews) | 8.4 (22 reviews) | 
  | **Ease of Use** | 8.7 (183 reviews) | 8.4 (22 reviews) | 
  | **Ease of Setup** | 8.1 (144 reviews) | 7.8 (9 reviews) | 
  | **Ease of Admin** | 8.0 (61 reviews) | 8.1 (6 reviews) | 
  | **Quality of Support** | 8.6 (167 reviews) | 8.1 (20 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (61 reviews) | 8.6 (6 reviews) | 
  | **Product Direction (% positive)** | 8.9 (179 reviews) | 9.0 (23 reviews) | 

---
## Pricing

### Dataiku

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Domino Enterprise AI Platform

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.1/10 | 100 |
| **Domino Enterprise AI Platform** | N/A | N/A |

#### Reports

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Reports Interface** | 7.8 (77 reviews) | Not enough data | 
| **Steps to Answer** | 7.7 (76 reviews) | Not enough data | 
| **Graphs and Charts** | 7.6 (77 reviews) | Not enough data | 
| **Score Cards** | 7.5 (75 reviews) | Not enough data | 
| **Dashboards** | 7.6 (77 reviews) | Not enough data | 

#### Data Preparation

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Connectors** | 8.7 (66 reviews) | Not enough data | 
| **Data Governance** | 8.2 (64 reviews) | Not enough data | 

#### Data Modeling and Blending

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Data Querying** | 8.6 (63 reviews) | Not enough data | 
| **Data Filtering** | 8.6 (63 reviews) | Not enough data | 
| **Data Blending** | 8.7 (63 reviews) | Not enough data | 

#### Generative AI

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **AI Text Generation** | 8.0 (52 reviews) | Not enough data | 
| **AI Text Summarization** | 8.0 (51 reviews) | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Calculated Fields** | 8.2 (77 reviews) | Not enough data | 
| **Data Column Filtering** | 8.6 (76 reviews) | Not enough data | 
| **Data Discovery** | 8.4 (76 reviews) | Not enough data | 
| **Search** | 8.0 (75 reviews) | Not enough data | 
| **Collaboration / Workflow** | 8.7 (75 reviews) | Not enough data | 
| **Automodeling** | 8.1 (75 reviews) | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **No-code Dashboard Builder** | Not enough data | Not enough data | 
| **Report Scheduling and Automation** | Not enough data | Not enough data | 
| **Embedded Analytics and White-labeling** | Not enough data | Not enough data | 
| **Data Source Connectivity** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Predictive Analytics** | 8.4 (75 reviews) | Not enough data | 
| **Data Visualization** | 7.8 (77 reviews) | Not enough data | 
| **Big Data Services** | 8.1 (75 reviews) | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Large data handling and Query Speed** | Not enough data | Not enough data | 
| **Concurrent User Support** | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Data Modeling and Governance** | Not enough data | Not enough data | 
| **Notebook and Script Integration** | Not enough data | Not enough data | 
| **Built-in Predictive and Statistical Models** | Not enough data | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | Not enough data | 
| **Natural Language Queries** | Not enough data | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | Not enough data | 
| **AI Agents for Analytical Follow-ups** | Not enough data | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | Not enough data | 
| **Role-based Insight Personalization** | Not enough data | Not enough data | 
| **Conversational and Prompt-based Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Data Transformation** | 8.5 (93 reviews) | Not enough data | 
| **Data Modeling** | 8.6 (90 reviews) | Not enough data | 
| **WYSIWYG Report Design** | 7.8 (86 reviews) | Not enough data | 
| **Integration APIs** | 8.1 (90 reviews) | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.5/10 | 18 |
| **Domino Enterprise AI Platform** | 8.4/10 | 7 |

#### Deployment

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Language Flexibility** | 8.2 (16 reviews) | 8.6 (7 reviews) | 
| **Framework Flexibility** | 8.8 (16 reviews) | 8.3 (7 reviews) | 
| **Versioning** | 8.6 (16 reviews) | 7.1 (7 reviews) | 
| **Ease of Deployment** | 9.0 (17 reviews) | 6.4 (7 reviews) | 
| **Scalability** | 9.1 (16 reviews) | 8.1 (7 reviews) | 

#### Deployment

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Language Flexibility** | 7.9 (13 reviews) | 9.0 (7 reviews) | 
| **Framework Flexibility** | 8.6 (14 reviews) | 8.6 (7 reviews) | 
| **Versioning** | 8.6 (14 reviews) | 8.6 (7 reviews) | 
| **Ease of Deployment** | 9.0 (15 reviews) | 8.1 (7 reviews) | 
| **Scalability** | 8.9 (14 reviews) | 8.8 (7 reviews) | 

#### Management

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Cataloging** | 7.9 (15 reviews) | 7.8 (6 reviews) | 
| **Monitoring** | 8.8 (16 reviews) | 8.6 (6 reviews) | 
| **Governing** | 8.6 (16 reviews) | 8.9 (6 reviews) | 
| **Model Registry** | 8.1 (15 reviews) | 8.6 (7 reviews) | 

#### Operations

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Metrics** | 8.7 (15 reviews) | 8.6 (6 reviews) | 
| **Infrastructure management** | 8.5 (14 reviews) | 8.3 (6 reviews) | 
| **Collaboration** | 9.0 (15 reviews) | 8.6 (6 reviews) | 

#### Management

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Cataloging** | 7.7 (13 reviews) | 8.6 (6 reviews) | 
| **Monitoring** | 8.6 (14 reviews) | 9.3 (5 reviews) | 
| **Governing** | 8.1 (14 reviews) | 8.3 (6 reviews) | 

#### Generative AI

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **AI Text Generation** | 8.6 (7 reviews) | Not enough data | 
| **AI Text Summarization** | 8.6 (7 reviews) | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.2/10 | 92 |
| **Domino Enterprise AI Platform** | 8.2/10 | 17 |

#### System

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Data Ingestion & Wrangling** | 8.6 (77 reviews) | 8.1 (15 reviews) | 

#### Model Development

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Language Support** | 8.4 (79 reviews) | 8.5 (17 reviews) | 
| **Drag and Drop** | 8.9 (81 reviews) | Feature Not Available | 
| **Pre-Built Algorithms** | 8.6 (81 reviews) | 8.1 (17 reviews) | 
| **Model Training** | 8.6 (80 reviews) | 8.6 (17 reviews) | 

#### Model Development

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Feature Engineering** | 8.5 (79 reviews) | 8.2 (14 reviews) | 

#### Machine/Deep Learning Services

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Computer Vision** | 8.0 (75 reviews) | 8.4 (16 reviews) | 
| **Natural Language Processing** | 8.1 (75 reviews) | 8.7 (17 reviews) | 
| **Natural Language Generation** | 7.9 (74 reviews) | 8.3 (16 reviews) | 
| **Artificial Neural Networks** | 7.9 (73 reviews) | 8.3 (17 reviews) | 

#### Machine/Deep Learning Services

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Natural Language Understanding** | 7.8 (69 reviews) | 8.2 (14 reviews) | 
| **Deep Learning** | 8.0 (71 reviews) | 8.2 (14 reviews) | 

#### Deployment

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Managed Service** | 8.1 (75 reviews) | 8.2 (17 reviews) | 
| **Application** | 8.3 (78 reviews) | 8.6 (17 reviews) | 
| **Scalability** | 8.4 (77 reviews) | 8.1 (17 reviews) | 

#### Generative AI

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **AI Text Generation** | 8.1 (61 reviews) | 7.6 (7 reviews) | 
| **AI Text Summarization** | 8.1 (61 reviews) | 7.6 (7 reviews) | 
| **AI Text-to-Image** | 7.8 (60 reviews) | 7.6 (7 reviews) | 

#### Agentic AI - Data Science and Machine Learning Platforms

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### AI Agents For Business Operations

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Domino Enterprise AI Platform** | N/A | N/A |

#### Responses

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Personalization** | Not enough data | Not enough data | 
| **Route To Human** | Not enough data | Not enough data | 
| **Natural Language Understanding (NLU)** | Not enough data | Not enough data | 

#### Automation - AI Agents

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Sales Follow-Up** | Not enough data | Not enough data | 
| **Customer Interaction Automation** | Not enough data | Not enough data | 
| **Lead Generation** | Not enough data | Not enough data | 
| **Document Processing** | Not enough data | Not enough data | 
| **Feedback Collection** | Not enough data | Not enough data | 

#### Platform

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Conversation Editor** | Not enough data | Not enough data | 
| **Integration** | Not enough data | Not enough data | 
| **Human-In-The-Loop** | Not enough data | Not enough data | 

#### Autonomy -  AI Agents

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Independent Decision Making** | Not enough data | Not enough data | 
| **Adaptive Responses** | Not enough data | Not enough data | 
| **Task Execution** | Not enough data | Not enough data | 
| **Problem Solving** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 7.5/10 | 29 |
| **Domino Enterprise AI Platform** | N/A | N/A |

#### Scalability and Performance - Generative AI Infrastructure

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **AI High Availability** | 8.0 (18 reviews) | Not enough data | 
| **AI Model Training Scalability** | 7.5 (20 reviews) | Not enough data | 
| **AI Inference Speed** | 7.4 (17 reviews) | Not enough data | 

#### Cost and Efficiency - Generative AI Infrastructure

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **AI Cost per API Call** | 7.0 (17 reviews) | Not enough data | 
| **AI Resource Allocation Flexibility** | 7.3 (10 reviews) | Not enough data | 
| **AI Energy Efficiency** | 8.1 (9 reviews) | Not enough data | 

#### Integration and Extensibility - Generative AI Infrastructure

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **AI Multi-cloud Support** | 7.5 (17 reviews) | Not enough data | 
| **AI Data Pipeline Integration** | 7.9 (20 reviews) | Not enough data | 
| **AI API Support and Flexibility** | 7.4 (16 reviews) | Not enough data | 

#### Security and Compliance - Generative AI Infrastructure

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **AI GDPR and Regulatory Compliance** | 7.5 (17 reviews) | Not enough data | 
| **AI Role-based Access Control** | 7.4 (16 reviews) | Not enough data | 
| **AI Data Encryption** | 7.7 (16 reviews) | Not enough data | 

#### Usability and Support - Generative AI Infrastructure

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **AI Documentation Quality** | 6.9 (20 reviews) | Not enough data | 
| **AI Community Activity** | 7.1 (16 reviews) | Not enough data | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.2/10 | 30 |
| **Domino Enterprise AI Platform** | N/A | N/A |

#### Integration - Machine Learning

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Integration** | 8.7 (27 reviews) | Not enough data | 

#### Learning - Machine Learning

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Training Data** | 8.3 (28 reviews) | Not enough data | 
| **Actionable Insights** | 7.9 (29 reviews) | Not enough data | 
| **Algorithm** | 8.0 (29 reviews) | Not enough data | 

### Large Language Model Operationalization (LLMOps)

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 7.8/10 | 13 |
| **Domino Enterprise AI Platform** | N/A | N/A |

#### Prompt Engineering - Large Language Model Operationalization (LLMOps) 

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Prompt Optimization Tools** | 8.5 (12 reviews) | Not enough data | 
| **Template Library** | 8.1 (12 reviews) | Not enough data | 

#### Inference Optimization - Large Language Model Operationalization (LLMOps)

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Batch Processing Support** | 7.4 (12 reviews) | Not enough data | 

#### Model Garden - Large Language Model Operationalization (LLMOps)

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Model Comparison Dashboard** | 7.9 (12 reviews) | Not enough data | 

#### Custom Training - Large Language Model Operationalization (LLMOps)

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Fine-Tuning Interface** | 7.8 (12 reviews) | Not enough data | 

#### Application Development - Large Language Model Operationalization (LLMOps) 

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **SDK & API Integrations** | 8.1 (12 reviews) | Not enough data | 

#### Model Deployment - Large Language Model Operationalization (LLMOps) 

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **One-Click Deployment** | 8.6 (12 reviews) | Not enough data | 
| **Scalability Management** | 7.9 (12 reviews) | Not enough data | 

#### Guardrails - Large Language Model Operationalization (LLMOps)

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Content Moderation Rules** | 7.1 (12 reviews) | Not enough data | 
| **Policy Compliance Checker** | 6.9 (12 reviews) | Not enough data | 

#### Model Monitoring - Large Language Model Operationalization (LLMOps)

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Drift Detection Alerts** | 7.5 (12 reviews) | Not enough data | 
| **Real-Time Performance Metrics** | 7.8 (13 reviews) | Not enough data | 

#### Security - Large Language Model Operationalization (LLMOps)

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Data Encryption Tools** | 7.8 (12 reviews) | Not enough data | 
| **Access Control Management** | 7.6 (12 reviews) | Not enough data | 

#### Gateways & Routers - Large Language Model Operationalization (LLMOps)

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Request Routing Optimization** | 7.4 (12 reviews) | Not enough data | 

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Domino Enterprise AI Platform** | N/A | N/A |

#### Customization - AI Agent Builders

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Natural Language Configuration** | Not enough data | Not enough data | 
| **Tone Customization** | Not enough data | Not enough data | 
| **Security Guardrails** | Not enough data | Not enough data | 

#### Functionality - AI Agent Builders

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Omni-channel Support** | Not enough data | Not enough data | 
| **Agent Branding** | Not enough data | Not enough data | 
| **Proactive Response Capabilities** | Not enough data | Not enough data | 
| **Seamless Human Escalation** | Not enough data | Not enough data | 

#### Data and Analytics - AI Agent Builders

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Analytics & Reporting** | Not enough data | Not enough data | 
| **Contextual Awareness** | Not enough data | Not enough data | 
| **Data Privacy Compliance** | Not enough data | Not enough data | 

#### Integration - AI Agent Builders

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Workflow Automation** | Not enough data | Not enough data | 
| **API Usage** | Not enough data | Not enough data | 
| **Platform Interoperability** | Not enough data | Not enough data | 
| **CRM Data Integration** | Not enough data | Not enough data | 

### AWS Marketplace

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Domino Enterprise AI Platform** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 

### AI Orchestration

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Domino Enterprise AI Platform** | N/A | N/A |

#### Workflow Design & Integration - AI Orchestration

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Dependency Management** | Not enough data | Not enough data | 
| **Workflow Coordination** | Not enough data | Not enough data | 
| **Multi-Provider API Connectivity** | Not enough data | Not enough data | 
| **Multi-Step Workflow Creation** | Not enough data | Not enough data | 
| **Enterprise System Integration** | Not enough data | Not enough data | 
| **Real-Time Data Pipelines** | Not enough data | Not enough data | 

#### Performance Optimization & Analytics - AI Orchestration

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Workflow Performance Dashboards** | Not enough data | Not enough data | 
| **Workflow Reporting** | Not enough data | Not enough data | 
| **Resource Utilization Monitoring** | Not enough data | Not enough data | 
| **Computational Resource Management** | Not enough data | Not enough data | 
| **Dynamic Scaling** | Not enough data | Not enough data | 
| **Component Monitoring** | Not enough data | Not enough data | 

#### Governance & Compliance Controls - AI Orchestration

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Regulatory Compliance** | Not enough data | Not enough data | 
| **Governance Policy Enforcement** | Not enough data | Not enough data | 
| **Role-Based Access Control** | Not enough data | Not enough data | 
| **Audit Trail Management** | Not enough data | Not enough data | 
| **Security Protocols** | Not enough data | Not enough data | 

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Domino Enterprise AI Platform** | N/A | N/A |

#### Data Ingestion & Preparation - Low-Code Machine Learning Platforms

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Automatic Data Profiling & Quality Assessment** | Not enough data | Not enough data | 
| **Multi‑Source Connector Support** | Not enough data | Not enough data | 
| **Schema Drift / Change Detection** | Not enough data | Not enough data | 

#### Model Construction & Automation - Low-Code Machine Learning Platforms

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | Not enough data | 
| **Code Extensibility** | Not enough data | Not enough data | 
| **Automated Feature Engineering** | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.3/10 | 40 |
| **Domino Enterprise AI Platform** | N/A | N/A |

#### Statistical Tool

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Scripting** | 8.2 (36 reviews) | Not enough data | 
| **Data Mining** | 8.6 (36 reviews) | Not enough data | 
| **Algorithms** | 8.1 (36 reviews) | Not enough data | 

#### Data Analysis

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Analysis** | 8.5 (38 reviews) | Not enough data | 
| **Data Interaction** | 8.8 (38 reviews) | Not enough data | 

#### Decision Making

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Modeling** | 8.7 (36 reviews) | Not enough data | 
| **Data Visualizations** | 7.9 (37 reviews) | Not enough data | 
| **Report Generation** | 7.8 (36 reviews) | Not enough data | 
| **Data Unification** | 8.6 (37 reviews) | Not enough data | 

#### Generative AI

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **AI Text Generation** | 8.7 (21 reviews) | Not enough data | 
| **AI Text Summarization** | 8.3 (21 reviews) | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.7/10 | 48 |
| **Domino Enterprise AI Platform** | N/A | N/A |

#### Data Transformation

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Real-Time Analytics** | 8.6 (45 reviews) | Not enough data | 
| **Data Querying** | 9.2 (40 reviews) | Not enough data | 

#### Connectivity

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Hadoop Integration** | 8.2 (39 reviews) | Not enough data | 
| **Spark Integration** | 8.3 (41 reviews) | Not enough data | 
| **Multi-Source Analysis** | 8.8 (42 reviews) | Not enough data | 
| **Data Lake** | 8.9 (45 reviews) | Not enough data | 

#### Operations

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Data Visualization** | 8.1 (43 reviews) | Not enough data | 
| **Data Workflow** | 9.1 (42 reviews) | Not enough data | 
| **Governed Discovery** | 8.7 (41 reviews) | Not enough data | 
| **Embedded Analytics** | 8.7 (41 reviews) | Not enough data | 
| **Notebooks** | 8.9 (36 reviews) | Not enough data | 

### AI Agents

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Domino Enterprise AI Platform** | N/A | N/A |

#### Agentic AI - AI Agents

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.7/10 | 95 |
| **Domino Enterprise AI Platform** | N/A | N/A |

#### Building Reports

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Data Transformation** | 8.5 (93 reviews) | Not enough data | 
| **Data Modeling** | 8.6 (90 reviews) | Not enough data | 
| **WYSIWYG Report Design** | 7.8 (86 reviews) | Not enough data | 
| **Integration APIs** | 8.1 (90 reviews) | Not enough data | 

#### Platform

| Feature | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (2):** [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)

**Unique to Dataiku (11):** [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms), [AI Orchestration Software](https://www.g2.com/categories/ai-orchestration), [Large Language Model Operationalization (LLMOps) Software](https://www.g2.com/categories/large-language-model-operationalization-llmops), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure), [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations), [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders)



---
## Reviewer Demographics

### By Company Size

| Segment | Dataiku | Domino Enterprise AI Platform | 
|---|---|---|
| **Small-Business** | 18.1% | 40.7% | 
| **Mid-Market** | 20.6% | 11.1% | 
| **Enterprise** | 61.3% | 48.1% | 

### By Industry

#### Dataiku

- **Financial Services:** 14.2%
- **Pharmaceuticals:** 7.9%
- **Manufacturing:** 5.8%
- **Retail:** 5.8%
- **Information Technology and Services:** 5.8%
- **Consulting:** 5.3%
- **Insurance:** 4.7%
- **Banking:** 4.2%
- **Oil & Energy:** 4.2%
- **Airlines/Aviation:** 3.7%
- **Other:** 38.4%

#### Domino Enterprise AI Platform

- **Computer Software:** 25.9%
- **Information Technology and Services:** 18.5%
- **Consulting:** 7.4%
- **Retail:** 7.4%
- **Insurance:** 7.4%
- **Manufacturing:** 3.7%
- **Pharmaceuticals:** 3.7%
- **Non-Profit Organization Management:** 3.7%
- **Internet:** 3.7%
- **Industrial Automation:** 3.7%
- **Other:** 14.8%

---
## Alternatives

### Alternatives to Dataiku

- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (659 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (853 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (520 reviews)
- [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.5/5 stars (92 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1335 reviews)
- [Azure Machine Learning](https://www.g2.com/products/microsoft-azure-machine-learning/reviews) — 4.3/5 stars (90 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3713 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1013 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Amazon SageMaker](https://www.g2.com/products/amazon-sagemaker/reviews) — 4.3/5 stars (56 reviews)

### Alternatives to Domino Enterprise AI Platform

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1335 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (659 reviews)
- [Posit Team](https://www.g2.com/products/posit-team/reviews) — 4.5/5 stars (571 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (801 reviews)
- [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (770 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (853 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (756 reviews)
- [Saturn Cloud](https://www.g2.com/products/saturn-cloud-saturn-cloud/reviews) — 4.8/5 stars (320 reviews)
- [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (400 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (520 reviews)

---
## Top Discussions

### Dataiku

- Title: [What data visualization and reporting methods do you support?](https://www.g2.com/discussions/data-visualization) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Dataiku supports a number of tools for engaging stakeholders and team members, including:

- 25 types of interactive charts

- Dashboards that allow you..."
- Title: [Can I securely work on my sensitive data?](https://www.g2.com/discussions/can-i-securely-work-on-my-sensitive-data) — 2 comments, 2 upvotes
  > **Top comment:** "Hi,

DSS is on-premise software but we also provide a Amazon image and Docker if desired. You can try DSS on your own computer for free by downloading the..."
- Title: [What machine learning algorithms do you support?](https://www.g2.com/discussions/techical-specifications-5dafbb22-fb53-40e6-99ca-920a3000c257) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Dataiku leverages machine learning libraries from scikit-learn, Spark MLlib, H2O and Vertica for guided ML analyses that give you instant visual &..."
- Title: [What programming languages do you support?](https://www.g2.com/discussions/techical-specifications-168d61c9-5165-4b3f-bded-0167b92ff8ed) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Dataiku allows you to integrate code into your analytic workflow with code recipes using your favorite languages.Additionally, Dataiku features notebooks for..."
- Title: [What data wrangling techniques do you support?](https://www.g2.com/discussions/techical-specifications-ab5002f3-fd5f-4acb-8fbd-280592800a16) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Dataiku enables numerous data preparation and shaping options through visual recipes that don’t require coding skills. The scope of data wrangling techniques..."

### Domino Enterprise AI Platform

- Title: [What is Domino Python?](https://www.g2.com/discussions/domino-what-is-domino-python) — 1 comment *(includes official response)*
  > **Top comment:** "Python is one of the languages supported natively in Domino, along with R, MATLAB, and others. Full details about Python support in Domino can be found at..."
- Title: [What is Domino Python?](https://www.g2.com/discussions/what-is-domino-python) — 1 comment *(includes official response)*
  > **Top comment:** "Python is one of the languages supported natively in Domino, along with R, MATLAB, and others. Full details about Python support in Domino can be found at..."
- Title: [What is Domino machine learning?](https://www.g2.com/discussions/domino-what-is-domino-machine-learning) — 1 comment *(includes official response)*
  > **Top comment:** "Domino supports a wide variety of machine learning algorithms, from supervised and unsupervised machine learning, to reinforcement learning and deep..."
- Title: [What is Domino machine learning?](https://www.g2.com/discussions/what-is-domino-machine-learning) — 1 comment *(includes official response)*
  > **Top comment:** "Domino supports a wide variety of machine learning algorithms, from supervised and unsupervised machine learning, to reinforcement learning and deep..."
- Title: [Is Domino an IDE?](https://www.g2.com/discussions/domino-is-domino-an-ide) — 1 comment *(includes official response)*
  > **Top comment:** "No. Domino is a data science and Enterprise MLOps platform that allows data scientists to install a variety of IDEs such as JupyterLab, R Studio, PyCharm,..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/dataiku-vs-domino-enterprise-ai-platform)