# Melissa Data Quality Suite vs SAS Viya Comparison
---
## AI Generated Summary
- **G2 reviewers report** that SAS Viya excels in providing a comprehensive data analysis experience, allowing users to generate automated reports and gain insights without extensive coding. This flexibility is highlighted by users who appreciate the ability to analyze data in various ways, making it a strong choice for teams needing robust reporting capabilities.
- **Users say** that Melissa Data Quality Suite stands out for its **ease of use** and affordability, with many praising its straightforward integration process. One user noted that it has been essential for cleaning and normalizing data for over a decade, showcasing its reliability and trustworthiness in everyday operations.
- **According to verified reviews** , SAS Viya's initial setup is described as **easy and straightforward** , which is a significant advantage for organizations looking to implement a new solution quickly. Users appreciate the seamless onboarding experience, which helps teams get up and running without unnecessary delays.
- **Reviewers mention** that Melissa Data Quality Suite offers exceptional support, with high ratings for communication and assistance. Users have highlighted the strong relationship with the support team, which contributes to a positive experience when addressing any challenges that arise during usage.
- **G2 reviewers indicate** that while SAS Viya has a proven track record, some users find it less intuitive compared to Melissa Data Quality Suite, particularly for those who may not have extensive technical backgrounds. This can lead to a steeper learning curve for new users who are not familiar with advanced data analysis tools.
- **Users report** that Melissa Data Quality Suite shines in its **preventative cleaning** features, receiving high praise for its ability to maintain data quality proactively. This aspect is particularly beneficial for small businesses that need to ensure their data remains accurate and reliable without extensive manual intervention.



| | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 79 | 803 | 
| **Largest Market Segment** | Small-Business (70.1% of reviews) | Small-Business (34.4% of reviews) | 
| **Entry Level Price** | Free Trial | No pricing available | 

---
## Top Pros & Cons

### Melissa Data Quality Suite

Pros:
- Accuracy (3 reviews)
- Ease of Use (3 reviews)

Cons:
- Accuracy Issues (1 reviews)
- Complexity (1 reviews)

### SAS Viya

Pros:
- Ease of Use (234 reviews)
- Features (218 reviews)

Cons:
- Learning Difficulty (151 reviews)
- Learning Curve (144 reviews)

---
## Ratings Comparison
| Rating | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
  | **Meets Requirements** | 9.1 (67 reviews) | 8.5 (552 reviews) | 
  | **Ease of Use** | 8.8 (67 reviews) | 8.2 (640 reviews) | 
  | **Ease of Setup** | 9.1 (34 reviews) | 8.0 (490 reviews) | 
  | **Ease of Admin** | 9.5 (28 reviews) | 7.6 (157 reviews) | 
  | **Quality of Support** | 9.0 (65 reviews) | 8.3 (522 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.4 (28 reviews) | 8.2 (160 reviews) | 
  | **Product Direction (% positive)** | 8.1 (66 reviews) | 8.9 (547 reviews) | 

---
## Pricing

### Melissa Data Quality Suite

#### Entry-Level Pricing

Plan: Free Melissa Account

Price: Free Trial

Key Features:
- No Charge - Proof of Concept Report

[Browse all 2 editions](https://www.g2.com/products/melissa-data-quality-suite/pricing)

#### Free Trial

Yes

### SAS Viya

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Melissa Data Quality Suite** | N/A | N/A |
| **SAS Viya** | 8.2/10 | 332 |

#### Reports

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Reports Interface** | Not enough data | 8.4 (261 reviews) | 
| **Steps to Answer** | Not enough data | 8.1 (238 reviews) | 
| **Graphs and Charts** | Not enough data | 8.5 (245 reviews) | 
| **Score Cards** | Not enough data | 8.1 (235 reviews) | 
| **Dashboards** | Not enough data | 8.4 (239 reviews) | 

#### Data Preparation

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Connectors** | Not enough data | 8.4 (213 reviews) | 
| **Data Governance** | Not enough data | 8.4 (214 reviews) | 

#### Data Modeling and Blending

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Data Querying** | Not enough data | 8.5 (211 reviews) | 
| **Data Filtering** | Not enough data | 8.7 (210 reviews) | 
| **Data Blending** | Not enough data | 8.5 (213 reviews) | 

#### Generative AI

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 

#### Agentic AI - Analytics Platforms

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.9 (95 reviews) | 
| **Multi-step Planning** | Not enough data | 7.9 (93 reviews) | 
| **Cross-system Integration** | Not enough data | 8.1 (94 reviews) | 
| **Adaptive Learning** | Not enough data | 8.1 (92 reviews) | 
| **Natural Language Interaction** | Not enough data | 7.9 (92 reviews) | 
| **Proactive Assistance** | Not enough data | 7.7 (92 reviews) | 
| **Decision Making** | Not enough data | 8.1 (91 reviews) | 

#### Self Service 

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Calculated Fields** | Not enough data | 8.3 (233 reviews) | 
| **Data Column Filtering** | Not enough data | 8.4 (233 reviews) | 
| **Data Discovery** | Not enough data | 8.5 (235 reviews) | 
| **Search** | Not enough data | 8.1 (230 reviews) | 
| **Collaboration / Workflow** | Not enough data | 8.1 (232 reviews) | 
| **Automodeling** | Not enough data | 8.3 (227 reviews) | 

#### Deployment & Integration - Analytics Platforms

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **No-code Dashboard Builder** | Not enough data | 8.4 (96 reviews) | 
| **Report Scheduling and Automation** | Not enough data | 8.3 (94 reviews) | 
| **Embedded Analytics and White-labeling** | Not enough data | 8.1 (90 reviews) | 
| **Data Source Connectivity** | Not enough data | 8.4 (94 reviews) | 

#### Advanced Analytics

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Predictive Analytics** | Not enough data | 8.5 (240 reviews) | 
| **Data Visualization** | Not enough data | 8.8 (239 reviews) | 
| **Big Data Services** | Not enough data | 8.6 (244 reviews) | 

#### Performance & Scalability - Analytics Platforms

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Large data handling and Query Speed** | Not enough data | 8.5 (117 reviews) | 
| **Concurrent User Support** | Not enough data | 8.4 (95 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Data Modeling and Governance** | Not enough data | 8.5 (99 reviews) | 
| **Notebook and Script Integration** | Not enough data | 8.4 (102 reviews) | 
| **Built-in Predictive and Statistical Models** | Not enough data | 8.6 (100 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | 7.9 (92 reviews) | 
| **Natural Language Queries** | Not enough data | 7.9 (90 reviews) | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | 8.1 (89 reviews) | 
| **AI Agents for Analytical Follow-ups** | Not enough data | 7.8 (89 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | 8.1 (90 reviews) | 
| **Role-based Insight Personalization** | Not enough data | 7.9 (89 reviews) | 
| **Conversational and Prompt-based Analytics** | Not enough data | 7.8 (91 reviews) | 

#### Building Reports

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.5 (206 reviews) | 
| **Data Modeling** | Not enough data | 8.5 (200 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 7.8 (196 reviews) | 
| **Integration APIs** | Not enough data | 8.0 (199 reviews) | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Melissa Data Quality Suite** | N/A | N/A |
| **SAS Viya** | 8.5/10 | 129 |

#### Data Source Access

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Breadth of Data Sources** | Not enough data | 8.5 (116 reviews) | 
| **Ease of Data Connectivity** | Not enough data | 8.4 (118 reviews) | 
| **API Connectivity** | Not enough data | 8.2 (113 reviews) | 

#### Data Interaction

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Profiling and Classification** | Not enough data | 8.5 (114 reviews) | 
| **Metadata Management** | Not enough data | 8.2 (113 reviews) | 
| **Data Modeling** | Not enough data | 8.5 (113 reviews) | 
| **Data Joining** | Not enough data | 8.8 (112 reviews) | 
| **Data Blending** | Not enough data | 8.7 (113 reviews) | 
| **Data Quality and Cleansing** | Not enough data | 8.8 (114 reviews) | 
| **Data Sharing** | Not enough data | 8.4 (111 reviews) | 
| **Data Governance** | Not enough data | 8.5 (112 reviews) | 

#### Data Exporting

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Breadth of Integrations** | Not enough data | 8.4 (113 reviews) | 
| **Ease of Integrations** | Not enough data | 8.3 (114 reviews) | 
| **Data Workflows** | Not enough data | 8.5 (110 reviews) | 

#### Generative AI

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 

### Event Stream Processing

| Product | Score | Reviews |
|---|---|---|
| **Melissa Data Quality Suite** | N/A | N/A |
| **SAS Viya** | 8.3/10 | 18 |

#### Data

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Data Processing** | Not enough data | 8.6 (12 reviews) | 
| **Data Sources** | Not enough data | 8.6 (12 reviews) | 
| **Integration** | Not enough data | 8.2 (13 reviews) | 
| **Real-Time Processing** | Not enough data | 8.5 (12 reviews) | 

#### Analytics

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Reporting & Analytics** | Not enough data | 7.9 (12 reviews) | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Melissa Data Quality Suite** | N/A | N/A |
| **SAS Viya** | 8.6/10 | 33 |

#### Administration

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Data Modelling** | Not enough data | 8.5 (26 reviews) | 
| **Recommendations** | Not enough data | 8.5 (25 reviews) | 
| **Workflow Management** | Not enough data | 8.3 (25 reviews) | 
| **Dashboards and Visualizations** | Not enough data | 8.8 (27 reviews) | 

#### Management

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Business Glossary** | Not enough data | 8.2 (26 reviews) | 
| **Data Discovery** | Not enough data | 8.5 (26 reviews) | 
| **Data Profililng** | Not enough data | 8.7 (26 reviews) | 
| **Reporting and Visualization** | Not enough data | 9.0 (24 reviews) | 
| **Data Lineage** | Not enough data | 7.9 (26 reviews) | 

#### Compliance

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Sensitive Data Compliance** | Not enough data | 8.5 (25 reviews) | 
| **Training and Guidelines** | Not enough data | Feature Not Available | 
| **Policy Enforcement** | Not enough data | 8.4 (25 reviews) | 
| **Compliance Monitoring** | Not enough data | 8.6 (25 reviews) | 

#### Security

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Access Control** | Not enough data | 8.7 (26 reviews) | 
| **Roles Management** | Not enough data | 8.3 (23 reviews) | 
| **Compliance Management** | Not enough data | Feature Not Available | 

#### Data Quality

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Data Preparation** | Not enough data | 8.6 (27 reviews) | 
| **Data Distribution** | Not enough data | 8.6 (25 reviews) | 
| **Data Unification** | Not enough data | 8.5 (26 reviews) | 

#### Maintainence

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Data Quality Management** | Not enough data | 8.4 (24 reviews) | 
| **Policy Management** | Not enough data | Feature Not Available | 

#### Generative AI

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | 7.9 (25 reviews) | 
| **AI Text Summarization** | Not enough data | 8.0 (25 reviews) | 

#### Agentic AI - Data Governance

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 9.0 (7 reviews) | 
| **Multi-step Planning** | Not enough data | 9.5 (7 reviews) | 
| **Cross-system Integration** | Not enough data | 9.5 (7 reviews) | 
| **Adaptive Learning** | Not enough data | 9.5 (7 reviews) | 
| **Natural Language Interaction** | Not enough data | 9.0 (7 reviews) | 
| **Decision Making** | Not enough data | 9.5 (7 reviews) | 

### Statistical Analysis

| Product | Score | Reviews |
|---|---|---|
| **Melissa Data Quality Suite** | N/A | N/A |
| **SAS Viya** | 8.9/10 | 148 |

#### Administration

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Quality Control** | Not enough data | 8.9 (135 reviews) | 
| **Data Sampling** | Not enough data | 8.9 (139 reviews) | 
| **Collaboration** | Not enough data | 8.8 (136 reviews) | 

#### Capabilities

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Data Visualization** | Not enough data | 9.3 (144 reviews) | 
| **Survival Analysis** | Not enough data | 8.9 (139 reviews) | 
| **Risk Data Attributes** | Not enough data | 8.7 (136 reviews) | 
| **Cost Analysis** | Not enough data | 8.6 (133 reviews) | 

#### Methodology

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **ANOVA Support** | Not enough data | 8.9 (138 reviews) | 
| **Regression** | Not enough data | 9.2 (140 reviews) | 
| **Time Series Analysis** | Not enough data | 9.1 (138 reviews) | 

#### Generative AI

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Melissa Data Quality Suite** | N/A | N/A |
| **SAS Viya** | 8.3/10 | 15 |

#### Deployment

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Language Flexibility** | Not enough data | 8.1 (13 reviews) | 
| **Framework Flexibility** | Not enough data | 8.1 (14 reviews) | 
| **Versioning** | Not enough data | 8.2 (13 reviews) | 
| **Ease of Deployment** | Not enough data | 8.5 (14 reviews) | 
| **Scalability** | Not enough data | 8.3 (14 reviews) | 

#### Deployment

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Language Flexibility** | Not enough data | 8.2 (14 reviews) | 
| **Framework Flexibility** | Not enough data | 8.3 (13 reviews) | 
| **Versioning** | Not enough data | 8.3 (13 reviews) | 
| **Ease of Deployment** | Not enough data | 8.2 (14 reviews) | 
| **Scalability** | Not enough data | 8.7 (13 reviews) | 

#### Management

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Cataloging** | Not enough data | 7.6 (13 reviews) | 
| **Monitoring** | Not enough data | 8.5 (13 reviews) | 
| **Governing** | Not enough data | 8.5 (13 reviews) | 
| **Model Registry** | Not enough data | 8.5 (14 reviews) | 

#### Operations

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Metrics** | Not enough data | 8.8 (14 reviews) | 
| **Infrastructure management** | Not enough data | 7.9 (14 reviews) | 
| **Collaboration** | Not enough data | 8.8 (14 reviews) | 

#### Management

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Cataloging** | Not enough data | 7.9 (13 reviews) | 
| **Monitoring** | Not enough data | 8.2 (14 reviews) | 
| **Governing** | Not enough data | 8.1 (13 reviews) | 

#### Generative AI

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Melissa Data Quality Suite** | N/A | N/A |
| **SAS Viya** | 7.9/10 | 99 |

#### System

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | 8.4 (76 reviews) | 

#### Model Development

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Language Support** | Not enough data | 8.1 (91 reviews) | 
| **Drag and Drop** | Not enough data | 8.6 (84 reviews) | 
| **Pre-Built Algorithms** | Not enough data | 8.3 (84 reviews) | 
| **Model Training** | Not enough data | 8.7 (84 reviews) | 

#### Model Development

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Feature Engineering** | Not enough data | 8.3 (73 reviews) | 

#### Machine/Deep Learning Services

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Computer Vision** | Not enough data | 7.4 (78 reviews) | 
| **Natural Language Processing** | Not enough data | 7.6 (80 reviews) | 
| **Natural Language Generation** | Not enough data | 7.3 (78 reviews) | 
| **Artificial Neural Networks** | Not enough data | 8.1 (80 reviews) | 

#### Machine/Deep Learning Services

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Natural Language Understanding** | Not enough data | 7.7 (72 reviews) | 
| **Deep Learning** | Not enough data | 8.0 (74 reviews) | 

#### Deployment

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Managed Service** | Not enough data | 8.1 (82 reviews) | 
| **Application** | Not enough data | 8.0 (79 reviews) | 
| **Scalability** | Not enough data | 8.2 (84 reviews) | 

#### Generative AI

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 
| **AI Text-to-Image** | Not enough data | Feature Not Available | 

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

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.7 (28 reviews) | 
| **Multi-step Planning** | Not enough data | 7.3 (28 reviews) | 
| **Cross-system Integration** | Not enough data | 7.6 (28 reviews) | 
| **Adaptive Learning** | Not enough data | 7.2 (28 reviews) | 
| **Natural Language Interaction** | Not enough data | 7.2 (28 reviews) | 
| **Proactive Assistance** | Not enough data | 7.1 (28 reviews) | 
| **Decision Making** | Not enough data | 7.6 (28 reviews) | 

### FP&A (Financial Planning & Analysis)

| Product | Score | Reviews |
|---|---|---|
| **Melissa Data Quality Suite** | N/A | N/A |
| **SAS Viya** | 8.2/10 | 12 |

#### Financial Planning

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Extended Planning** | Not enough data | 7.8 (10 reviews) | 
| **Reporting** | Not enough data | 8.2 (10 reviews) | 
| **Integration** | Not enough data | 8.5 (10 reviews) | 

#### Agentic AI - FP&A (Financial Planning & Analysis) 

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### Financial Insight

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Budgeting** | Not enough data | 8.0 (10 reviews) | 
| **Forecasting** | Not enough data | 8.8 (10 reviews) | 
| **Planning** | Not enough data | 7.9 (11 reviews) | 

#### Data

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Data Visualization** | Not enough data | 8.6 (11 reviews) | 
| **Data Analysis** | Not enough data | 8.5 (10 reviews) | 
| **Custom Reporting** | Not enough data | 8.2 (10 reviews) | 
| **Reporting Templates** | Not enough data | 8.5 (10 reviews) | 

#### Status Communication

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Collaboration** | Not enough data | 7.8 (10 reviews) | 
| **Version Control** | Not enough data | 8.3 (11 reviews) | 
| **Real-Time Data Updates** | Not enough data | 8.2 (11 reviews) | 
| **Scorecards** | Not enough data | 8.5 (11 reviews) | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **Melissa Data Quality Suite** | N/A | N/A |
| **SAS Viya** | 8.9/10 | 30 |

#### Management

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Data dictionary** | Not enough data | 8.8 (27 reviews) | 
| **Data Replication** | Not enough data | 9.0 (28 reviews) | 
| **Query Language** | Not enough data | 9.3 (28 reviews) | 
| **Data Modeling** | Not enough data | 8.9 (28 reviews) | 
| **Performance Analysis** | Not enough data | 8.8 (27 reviews) | 

#### Maintenance

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Data Migration** | Not enough data | 8.7 (26 reviews) | 
| **Backup and Recovery** | Not enough data | 8.9 (27 reviews) | 
| **Multi-User Environment** | Not enough data | 9.0 (26 reviews) | 

#### Security

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Data Encryption** | Not enough data | 8.9 (28 reviews) | 
| **User Access Control** | Not enough data | 8.6 (28 reviews) | 

### Decision Management Platforms

| Product | Score | Reviews |
|---|---|---|
| **Melissa Data Quality Suite** | N/A | N/A |
| **SAS Viya** | 7.4/10 | 25 |

#### Integration

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Data** | Not enough data | 8.0 (20 reviews) | 
| **Applications** | Not enough data | 8.2 (19 reviews) | 

#### Business Logic

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Authoring Business Logic** | Not enough data | 7.5 (19 reviews) | 
| **Testing Business Logic** | Not enough data | 7.3 (19 reviews) | 
| **Model Development** | Not enough data | 8.2 (19 reviews) | 

#### Management

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Catalog** | Not enough data | 7.7 (18 reviews) | 
| **Collaboration** | Not enough data | 7.5 (19 reviews) | 

#### Analytics

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Impact analysis** | Not enough data | 8.4 (20 reviews) | 
| **Simulation** | Not enough data | 7.6 (19 reviews) | 

#### Deployment

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Application Development** | Not enough data | 8.2 (19 reviews) | 
| **Integration** | Not enough data | 7.6 (17 reviews) | 

#### Generative AI

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 

#### Agentic AI - Decision Management Platforms

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.5 (6 reviews) | 
| **Multi-step Planning** | Not enough data | 6.7 (6 reviews) | 
| **Cross-system Integration** | Not enough data | 6.4 (6 reviews) | 
| **Adaptive Learning** | Not enough data | 6.7 (6 reviews) | 
| **Natural Language Interaction** | Not enough data | 6.1 (6 reviews) | 
| **Proactive Assistance** | Not enough data | 6.7 (6 reviews) | 
| **Decision Making** | Not enough data | 7.5 (6 reviews) | 

### Text Analysis

| Product | Score | Reviews |
|---|---|---|
| **Melissa Data Quality Suite** | N/A | N/A |
| **SAS Viya** | 7.9/10 | 21 |

#### Setup

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Integration** | Not enough data | 7.7 (19 reviews) | 
| **Maintenance** | Not enough data | 7.5 (19 reviews) | 
| **No-Code** | Not enough data | 8.0 (19 reviews) | 

#### Data

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Security** | Not enough data | 8.3 (20 reviews) | 
| **Data Visualization** | Not enough data | 8.6 (19 reviews) | 

#### Analysis

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Automation** | Not enough data | 8.4 (19 reviews) | 
| **Named entity recognition** | Not enough data | 7.9 (19 reviews) | 
| **Keyphrase Extraction** | Not enough data | 7.9 (18 reviews) | 
| **Topic Analysis** | Not enough data | 8.0 (19 reviews) | 
| **Sentiment Analysis** | Not enough data | 7.9 (18 reviews) | 
| **Language Identification** | Not enough data | 7.4 (18 reviews) | 
| **Syntax/Part of Speech Parsing** | Not enough data | 7.8 (18 reviews) | 

#### Customization

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Pre-Built Parameterization** | Not enough data | 7.6 (18 reviews) | 
| **Custom Extension** | Not enough data | 7.5 (19 reviews) | 
| **Compositionality** | Not enough data | 8.1 (19 reviews) | 

#### Generative AI

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 

### Email Verification

| Product | Score | Reviews |
|---|---|---|
| **Melissa Data Quality Suite** | N/A | N/A |
| **SAS Viya** | N/A | N/A |

#### Generative AI

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Feature Not Available | Not enough data | 
| **AI Text-to-Speech** | Feature Not Available | Not enough data | 

#### Agentic AI - Email Verification

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Decision Making** | Not enough data | Not enough data | 

### Phone Verification

| Product | Score | Reviews |
|---|---|---|
| **Melissa Data Quality Suite** | N/A | N/A |
| **SAS Viya** | N/A | N/A |

#### Platform Basics - Phone Verification

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Accuracy** | Not enough data | Not enough data | 
| **Call Screening** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 
| **Security Measures** | Not enough data | Not enough data | 
| **Reliable Delivery** | Feature Not Available | Not enough data | 
| **Customizable Workflows** | Not enough data | Not enough data | 

#### Additional Features - Phone Verification

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Integration Abilities** | Not enough data | Not enough data | 
| **Compliance with Regulations** | Not enough data | Not enough data | 
| **Reporting and Analytics** | Not enough data | Not enough data | 

#### Agentic AI - Phone Verification

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **Melissa Data Quality Suite** | N/A | N/A |
| **SAS Viya** | 8.5/10 | 44 |

#### Integration - Machine Learning

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Integration** | Not enough data | 8.3 (37 reviews) | 

#### Learning - Machine Learning

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Training Data** | Not enough data | 8.5 (39 reviews) | 
| **Actionable Insights** | Not enough data | 8.5 (40 reviews) | 
| **Algorithm** | Not enough data | 8.6 (38 reviews) | 

### Accounting & Finance

| Product | Score | Reviews |
|---|---|---|
| **Melissa Data Quality Suite** | N/A | N/A |
| **SAS Viya** | N/A | N/A |

#### Agentic AI - Accounting & Finance

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Melissa Data Quality Suite** | N/A | N/A |
| **SAS Viya** | 8.7/10 | 15 |

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

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Automatic Data Profiling & Quality Assessment** | Not enough data | 8.6 (14 reviews) | 
| **Multi‑Source Connector Support** | Not enough data | 8.6 (14 reviews) | 
| **Schema Drift / Change Detection** | Not enough data | 8.9 (14 reviews) | 

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

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | 8.9 (14 reviews) | 
| **Code Extensibility** | Not enough data | 8.7 (14 reviews) | 
| **Automated Feature Engineering** | Not enough data | 8.6 (14 reviews) | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Melissa Data Quality Suite** | N/A | N/A |
| **SAS Viya** | 8.7/10 | 87 |

#### Statistical Tool

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Scripting** | Not enough data | 8.6 (74 reviews) | 
| **Data Mining** | Not enough data | 8.7 (73 reviews) | 
| **Algorithms** | Not enough data | 8.6 (73 reviews) | 

#### Data Analysis

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Analysis** | Not enough data | 8.9 (73 reviews) | 
| **Data Interaction** | Not enough data | 8.8 (73 reviews) | 

#### Decision Making

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Modeling** | Not enough data | 8.7 (78 reviews) | 
| **Data Visualizations** | Not enough data | 9.0 (78 reviews) | 
| **Report Generation** | Not enough data | 8.9 (77 reviews) | 
| **Data Unification** | Not enough data | 8.6 (75 reviews) | 

#### Generative AI

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Not enough data | Feature Not Available | 
| **AI Text Summarization** | Not enough data | Feature Not Available | 

### Data Quality

| Product | Score | Reviews |
|---|---|---|
| **Melissa Data Quality Suite** | 9.2/10 | 26 |
| **SAS Viya** | 8.8/10 | 71 |

#### Functionality

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Identification** | 8.9 (19 reviews) | 8.7 (66 reviews) | 
| **Correction** | 9.3 (22 reviews) | 8.8 (65 reviews) | 
| **Normalization** | 9.4 (22 reviews) | 9.0 (63 reviews) | 
| **Preventative Cleaning** | 9.6 (20 reviews) | 8.8 (62 reviews) | 
| **Data Matching** | 9.1 (15 reviews) | 8.9 (61 reviews) | 

#### Management

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Reporting** | 9.3 (18 reviews) | 9.2 (65 reviews) | 
| **Automation** | 9.1 (16 reviews) | 9.0 (60 reviews) | 
| **Quality Audits** | 9.2 (13 reviews) | 8.9 (62 reviews) | 
| **Dashboard** | 8.7 (13 reviews) | 9.0 (60 reviews) | 
| **Governance** | 9.2 (12 reviews) | Feature Not Available | 

#### Generative AI

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **AI Text Generation** | Feature Not Available | 8.3 (58 reviews) | 
| **AI Text Summarization** | Feature Not Available | 8.2 (59 reviews) | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Melissa Data Quality Suite** | N/A | N/A |
| **SAS Viya** | 7.8/10 | 226 |

#### Building Reports

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.5 (206 reviews) | 
| **Data Modeling** | Not enough data | 8.5 (200 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 7.8 (196 reviews) | 
| **Integration APIs** | Not enough data | 8.0 (199 reviews) | 

#### Platform

| Feature | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **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 (1):** [Data Quality Tools](https://www.g2.com/categories/data-quality)

**Unique to Melissa Data Quality Suite (2):** [Phone Verification Software](https://www.g2.com/categories/phone-verification), [Email Verification Software](https://www.g2.com/categories/email-verification)

**Unique to SAS Viya (14):** [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Event Stream Processing Software](https://www.g2.com/categories/event-stream-processing), [Data Preparation Software](https://www.g2.com/categories/data-preparation), [Text Analysis Software](https://www.g2.com/categories/text-analysis), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [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), [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms), [FP&A Software](https://www.g2.com/categories/fp-a-financial-planning-analysis), [Decision Management Software](https://www.g2.com/categories/decision-management-platforms), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | Melissa Data Quality Suite | SAS Viya | 
|---|---|---|
| **Small-Business** | 70.1% | 34.4% | 
| **Mid-Market** | 16.9% | 31.4% | 
| **Enterprise** | 13.0% | 34.2% | 

### By Industry

#### Melissa Data Quality Suite

- **Real Estate:** 16.9%
- **Marketing and Advertising:** 11.7%
- **Insurance:** 9.1%
- **Non-Profit Organization Management:** 7.8%
- **Information Technology and Services:** 7.8%
- **Financial Services:** 5.2%
- **Computer Software:** 3.9%
- **Higher Education:** 2.6%
- **Retail:** 2.6%
- **Renewables & Environment:** 2.6%
- **Other:** 29.9%

#### SAS Viya

- **Pharmaceuticals:** 12.3%
- **Banking:** 8.9%
- **Computer Software:** 7.9%
- **Higher Education:** 7.9%
- **Financial Services:** 6.1%
- **Information Technology and Services:** 5.4%
- **Hospital & Health Care:** 4.0%
- **Consulting:** 3.7%
- **Education Management:** 3.4%
- **Insurance:** 3.4%
- **Other:** 37.1%

---
## Alternatives

### Alternatives to Melissa Data Quality Suite

- [Loqate](https://www.g2.com/products/gbg-plc-loqate/reviews) — 4.4/5 stars (46 reviews)
- [DemandTools](https://www.g2.com/products/demandtools/reviews) — 4.6/5 stars (284 reviews)
- [Trillium Quality](https://www.g2.com/products/trillium-quality/reviews) — 4.5/5 stars (6 reviews)
- [GTM Workspace - Powered by ZoomInfo](https://www.g2.com/products/gtm-workspace-powered-by-zoominfo/reviews) — 4.5/5 stars (9105 reviews)
- [MailerLite](https://www.g2.com/products/mailerlite/reviews) — 4.6/5 stars (1110 reviews)
- [Apollo.io](https://www.g2.com/products/apollo-io/reviews) — 4.7/5 stars (9681 reviews)
- [Clearout.io](https://www.g2.com/products/clearout-io/reviews) — 4.6/5 stars (563 reviews)
- [Lead411](https://www.g2.com/products/lead411/reviews) — 4.5/5 stars (480 reviews)
- [ZeroBounce](https://www.g2.com/products/zerobounce/reviews) — 4.7/5 stars (1367 reviews)
- [Planhat](https://www.g2.com/products/planhat/reviews) — 4.5/5 stars (940 reviews)

### Alternatives to SAS Viya

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1335 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (757 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (868 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (659 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (520 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (620 reviews)
- [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (928 reviews)
- [Posit Team](https://www.g2.com/products/posit-team/reviews) — 4.5/5 stars (573 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3740 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1644 reviews)

---
## Top Discussions

### Melissa Data Quality Suite

- Title: [What is Melissa Data Quality Suite used for?](https://www.g2.com/discussions/what-is-melissa-data-quality-suite-used-for) — 1 comment *(includes official response)*
  > **Top comment:** "Melissa Data Quality Suite is used to clean, correct, and verify customer data, ensuring it is accurate and up-to-date. It helps businesses improve the..."
- Title: [Business vs. Home Address selector so we can tell if this is a business or home address.](https://www.g2.com/discussions/27321-business-vs-home-address-selector-so-we-can-tell-if-this-is-a-business-or-home-address) — 1 comment
  > **Top comment:** "Under "Lookups" you can choose the "Business & Professional" option to search for businesses specifically. I usually use the Address & Street Data and you..."
- Title: [Is there an API for SAP ERP?](https://www.g2.com/discussions/is-there-an-api-for-sap-erp-f589abc1-f2f0-4db3-874d-9f39f82a4c63) — 1 comment, 1 upvote
  > **Top comment:** "there is no SAP-specific API for MelData"

### SAS Viya

- Title: [What is SAS Visual Data Mining and Machine Learning used for?](https://www.g2.com/discussions/what-is-sas-visual-data-mining-and-machine-learning-used-for) — 2 comments
  > **Top comment:** "SAS Visual Data Mining and Machine Learning is mainly used to analyze large data, find patterns, and build predictive models to support better business..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/melissa-data-quality-suite-vs-sas-sas-viya)