# Panaya Smart Testing and Change Intelligence vs UiPath Agentic Automation Comparison
---
## AI Generated Summary
- **G2 reviewers report** that UiPath Agentic Automation excels in overall user satisfaction, boasting a significantly higher G2 Score compared to Panaya Smart Testing and Change Intelligence. Users appreciate its advanced features, particularly the integration of Generative AI, which allows for more flexible automation workflows.
- **Users say** that UiPath Agentic Automation's ability to automate complex end-to-end processes is a standout feature, with many highlighting its capability to handle unpredictable tasks effectively. This flexibility is often contrasted with Panaya's more straightforward testing functionalities.
- **Reviewers mention** that while Panaya Smart Testing is user-friendly and integrates seamlessly with SAP, it may not offer the same level of advanced automation capabilities as UiPath. Users appreciate Panaya's modern interface and helpful dashboards, but some feel it lacks the depth of automation found in UiPath.
- **According to verified reviews** , both products are praised for their ease of use, but UiPath Agentic Automation edges out with a slightly higher rating. Users find its onboarding process intuitive, while Panaya's configuration is noted as relatively easy, making it accessible for non-technical users.
- **G2 reviewers highlight** that while Panaya Smart Testing has a strong support team, UiPath Agentic Automation also receives positive feedback for its customer service, though it slightly trails behind Panaya in this area. Users appreciate the partnership aspect of Panaya's support, which enhances their overall experience.
- **Users report** that both tools have their strengths in test management, but UiPath's advanced AI features provide a more robust solution for complex automation needs. In contrast, Panaya's focus on user-friendly test execution and management is ideal for teams looking for simplicity and efficiency.



| | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 507 | 7,568 | 
| **Largest Market Segment** | Enterprise (58.9% of reviews) | Enterprise (47.0% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Panaya Smart Testing and Change Intelligence

Pros:
- Ease of Use (61 reviews)
- Testing Capabilities (53 reviews)

Cons:
- Testing Difficulties (17 reviews)
- Recording Issues (14 reviews)

### UiPath Agentic Automation

Pros:
- Automation (383 reviews)
- Ease of Use (369 reviews)

Cons:
- Expensive (157 reviews)
- Learning Curve (146 reviews)

---
## Ratings Comparison
| Rating | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
  | **Meets Requirements** | 8.8 (400 reviews) | 9.1 (4618 reviews) | 
  | **Ease of Use** | 8.7 (406 reviews) | 9.1 (5210 reviews) | 
  | **Ease of Setup** | 8.7 (235 reviews) | 8.7 (2328 reviews) | 
  | **Ease of Admin** | 8.7 (183 reviews) | 8.5 (1582 reviews) | 
  | **Quality of Support** | 8.9 (377 reviews) | 8.8 (4411 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.0 (190 reviews) | 8.8 (1528 reviews) | 
  | **Product Direction (% positive)** | 8.5 (386 reviews) | 9.5 (4540 reviews) | 

---
## Pricing

### Panaya Smart Testing and Change Intelligence

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### UiPath Agentic Automation

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Robotic Process Automation (RPA)

| Product | Score | Reviews |
|---|---|---|
| **Panaya Smart Testing and Change Intelligence** | N/A | N/A |
| **UiPath Agentic Automation** | 8.9/10 | 4447 |

#### Automation Building

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Visual Editor** | Not enough data | 9.1 (3337 reviews) ✓ Verified | 
| **Workflow Recording** | Not enough data | 8.9 (3336 reviews) ✓ Verified | 
| **Pre-Built Templates** | Not enough data | 8.8 (3233 reviews) ✓ Verified | 
| **Custom Automation** | Not enough data | 8.9 (3301 reviews) ✓ Verified | 
| **Collaboration** | Not enough data | 8.9 (3189 reviews) ✓ Verified | 
| **Ease of Bot Creation** | Not enough data | 9.3 (1554 reviews) ✓ Verified | 

#### Bot Management & Execution

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Bot Scheduling** | Not enough data | 9.1 (3185 reviews) ✓ Verified | 
| **Attended Automation** | Not enough data | 9.0 (3211 reviews) ✓ Verified | 
| **Unattended Automation** | Not enough data | 9.0 (3196 reviews) ✓ Verified | 
| **Bot Performance Analytics** | Not enough data | 8.9 (3026 reviews) ✓ Verified | 
| **Data and Product Security** | Not enough data | 9.1 (1486 reviews) ✓ Verified | 
| **Scalability** | Not enough data | 9.2 (1487 reviews) ✓ Verified | 

#### Intelligent Automation

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **OCR** | Not enough data | 9.0 (1449 reviews) | 
| **Machine Learning** | Not enough data | 9.0 (1399 reviews) ✓ Verified | 
| **NLP** | Not enough data | 8.9 (1329 reviews) | 

#### Agentic AI - Robotic Process Automation (RPA)

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 9.0 (135 reviews) | 
| **Multi-step Planning** | Not enough data | 8.5 (94 reviews) | 
| **Cross-system Integration** | Not enough data | 8.4 (114 reviews) | 
| **Adaptive Learning** | Not enough data | 8.4 (93 reviews) | 
| **Natural Language Interaction** | Not enough data | 8.4 (88 reviews) | 
| **Proactive Assistance** | Not enough data | 8.2 (85 reviews) | 
| **Decision Making** | Not enough data | 8.7 (114 reviews) | 

### Test Management

| Product | Score | Reviews |
|---|---|---|
| **Panaya Smart Testing and Change Intelligence** | 8.7/10 | 264 |
| **UiPath Agentic Automation** | N/A | N/A |

#### Functionality

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Test Repository** | 9.0 (247 reviews) | Not enough data | 
| **Integration** | 8.3 (222 reviews) | Not enough data | 
| **Test Diversity** | 8.8 (243 reviews) | Not enough data | 

#### Management

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Reporting** | 8.7 (245 reviews) | Not enough data | 
| **Version Control** | 8.5 (219 reviews) | Not enough data | 
| **Scaling** | 8.6 (225 reviews) | Not enough data | 

### iPaaS

| Product | Score | Reviews |
|---|---|---|
| **Panaya Smart Testing and Change Intelligence** | N/A | N/A |
| **UiPath Agentic Automation** | 8.4/10 | 67 |

#### Development 

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Real-Time Integration** | Not enough data | 8.3 (60 reviews) | 
| **API Designer** | Not enough data | 8.2 (15 reviews) | 
| **Flow Designer** | Not enough data | 8.4 (15 reviews) | 
| **Pre-Built Connectors** | Not enough data | 8.9 (16 reviews) | 
| **Custom Connectors** | Not enough data | 8.3 (15 reviews) | 
| **Reusable connectors** | Not enough data | 8.7 (15 reviews) | 
| **Multi - tenant architecture** | Not enough data | 8.3 (16 reviews) | 

#### Management 

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Monitoring & Notification** | Not enough data | 8.6 (16 reviews) | 
| **Routing And Orchestration** | Not enough data | 8.8 (14 reviews) | 
| **Data Mapping** | Not enough data | 8.6 (15 reviews) | 
| **Data Transformation** | Not enough data | 8.5 (16 reviews) | 
| **API Management** | Not enough data | 8.7 (15 reviews) | 

#### Security

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Data Encryption** | Not enough data | 8.9 (16 reviews) | 
| **Security Standards** | Not enough data | 8.8 (16 reviews) | 
| **Communication Protocol** | Not enough data | 9.0 (16 reviews) | 

#### Integration Options

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Data Virtualization** | Not enough data | 8.6 (15 reviews) | 
| **Managed File Transfers** | Not enough data | 8.3 (15 reviews) | 
| **Big Data Processing** | Not enough data | 7.4 (14 reviews) | 
| **EDI** | Not enough data | 7.3 (13 reviews) | 

#### Deployment 

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Hybrid** | Not enough data | 8.8 (14 reviews) | 
| **Cloud to Cloud** | Not enough data | 9.0 (13 reviews) | 

### Process Mining

| Product | Score | Reviews |
|---|---|---|
| **Panaya Smart Testing and Change Intelligence** | N/A | N/A |
| **UiPath Agentic Automation** | 8.7/10 | 210 |

#### Process Management

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Process Library** | Not enough data | 9.4 (201 reviews) | 
| **Collaboration** | Not enough data | 9.4 (202 reviews) | 
| **Integrations** | Not enough data | 9.5 (198 reviews) | 
| **Execution Management** | Not enough data | 9.4 (202 reviews) | 

#### Process Analysis

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Real-Time Process Analysis** | Not enough data | 9.4 (200 reviews) | 
| **Process Notation** | Not enough data | 9.4 (199 reviews) | 
| **Process Mapping** | Not enough data | 9.4 (199 reviews) | 

#### Automation

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **RPA Integration** | Not enough data | 9.7 (200 reviews) | 
| **Application Development** | Not enough data | 9.6 (198 reviews) | 

#### Generative AI

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **AI Text Summarization** | Not enough data | 8.8 (24 reviews) | 

#### Agentic AI - Process Mining

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.7 (10 reviews) | 
| **Multi-step Planning** | Not enough data | 7.8 (13 reviews) | 
| **Cross-system Integration** | Not enough data | 7.5 (10 reviews) | 
| **Adaptive Learning** | Not enough data | 7.1 (11 reviews) | 
| **Natural Language Interaction** | Not enough data | 7.7 (11 reviews) | 
| **Proactive Assistance** | Not enough data | 7.9 (11 reviews) | 
| **Decision Making** | Not enough data | 7.7 (11 reviews) | 

### Automation Testing

| Product | Score | Reviews |
|---|---|---|
| **Panaya Smart Testing and Change Intelligence** | 8.6/10 | 46 |
| **UiPath Agentic Automation** | 9.0/10 | 135 |

#### Functionality 

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Test Feedback** | 8.8 (44 reviews) | 9.2 (121 reviews) | 
| **Test History** | 9.3 (44 reviews) | 9.2 (117 reviews) | 
| **Customization** | 8.6 (43 reviews) | 9.2 (119 reviews) | 
| **Test Variety** | 9.1 (42 reviews) | 9.2 (117 reviews) | 

#### Automation

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Organization** | 9.0 (42 reviews) | 9.3 (120 reviews) | 
| **Reliability** | 8.8 (43 reviews) | 9.2 (117 reviews) | 
| **Thoroughness** | 9.0 (42 reviews) | 9.2 (117 reviews) | 

#### Agentic AI - Automation Testing

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Autonomous Task Execution** | 7.8 (9 reviews) | 8.7 (19 reviews) | 
| **Natural Language Interaction** | 7.9 (8 reviews) | 8.4 (20 reviews) | 
| **Proactive Assistance** | 7.7 (8 reviews) | 8.3 (20 reviews) | 

### Intelligent Document Processing (IDP)

| Product | Score | Reviews |
|---|---|---|
| **Panaya Smart Testing and Change Intelligence** | N/A | N/A |
| **UiPath Agentic Automation** | 8.7/10 | 102 |

#### Data Capture

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Multi-format Support** | Not enough data | 8.7 (85 reviews) | 
| **OCR Capabilities** | Not enough data | 8.6 (84 reviews) | 

#### Data Extraction

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Entity Recognition** | Not enough data | 8.7 (84 reviews) | 
| **Text Classification** | Not enough data | 8.7 (84 reviews) | 

#### Data Validation

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Accuracy Checking** | Not enough data | 8.5 (85 reviews) | 

#### Workflow Automation

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Batch Processing** | Not enough data | 8.8 (82 reviews) | 
| **Process Integration** | Not enough data | 9.0 (87 reviews) | 

#### Document Management

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Search Functionality** | Not enough data | 8.7 (83 reviews) | 
| **Version Control** | Not enough data | 8.6 (84 reviews) | 

#### Machine Learning

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Custom Model Training** | Not enough data | 8.3 (83 reviews) | 

#### Natural Language Processing

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Sentiment Analysis** | Not enough data | 8.4 (82 reviews) | 

#### Semantic Analysis

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Contextual Understanding** | Not enough data | 8.5 (82 reviews) | 

#### Data Integration

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **API Support** | Not enough data | 8.8 (84 reviews) | 

#### Security

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Compliance Standards** | Not enough data | 8.9 (84 reviews) | 
| **Data Encryption** | Not enough data | 8.9 (82 reviews) | 

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Panaya Smart Testing and Change Intelligence** | N/A | N/A |
| **UiPath Agentic Automation** | 8.5/10 | 68 |

#### Customization - AI Agent Builders

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Natural Language Configuration** | Not enough data | 8.5 (51 reviews) | 
| **Tone Customization** | Not enough data | 8.2 (49 reviews) | 
| **Security Guardrails** | Not enough data | 8.5 (49 reviews) | 

#### Functionality - AI Agent Builders

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Omni-channel Support** | Not enough data | 7.9 (49 reviews) | 
| **Agent Branding** | Not enough data | 8.4 (49 reviews) | 
| **Proactive Response Capabilities** | Not enough data | 8.3 (50 reviews) | 
| **Seamless Human Escalation** | Not enough data | 8.5 (51 reviews) | 

#### Data and Analytics - AI Agent Builders

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Analytics & Reporting** | Not enough data | 8.5 (50 reviews) | 
| **Contextual Awareness** | Not enough data | 8.5 (51 reviews) | 
| **Data Privacy Compliance** | Not enough data | 8.5 (51 reviews) | 

#### Integration - AI Agent Builders

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Workflow Automation** | Not enough data | 8.9 (55 reviews) | 
| **API Usage** | Not enough data | 8.6 (52 reviews) | 
| **Platform Interoperability** | Not enough data | 8.6 (52 reviews) | 
| **CRM Data Integration** | Not enough data | 8.4 (50 reviews) | 

### Business Automation Platforms (BAPs)

| Product | Score | Reviews |
|---|---|---|
| **Panaya Smart Testing and Change Intelligence** | N/A | N/A |
| **UiPath Agentic Automation** | 8.5/10 | 33 |

#### Workflow Design & Orchestration

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Task Logic and Sequencing** | Not enough data | 8.7 (22 reviews) | 
| **Visual Workflow Builder** | Not enough data | 8.6 (23 reviews) | 

#### Integrations & Connectivity

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Pre-Built Integrations** | Not enough data | 8.3 (21 reviews) | 
| **Custom Integration Capabilities** | Not enough data | 8.4 (23 reviews) | 

#### Automation Execution & Intelligence

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **AI-Powered Optimization** | Not enough data | 8.6 (22 reviews) | 
| **Trigger-Based Automation** | Not enough data | 8.6 (22 reviews) | 

#### Development & Customization

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Low-Code/No-Code Tools** | Not enough data | 8.5 (21 reviews) | 
| **Reusable Components** | Not enough data | 8.6 (21 reviews) | 

#### Governance & Security

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Audit Logging** | Not enough data | 8.6 (23 reviews) | 
| **Role-Based Access Control** | Not enough data | 8.8 (21 reviews) | 

#### Reporting & Analytics

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Real-Time Dashboards** | Not enough data | 8.6 (22 reviews) | 
| **Workflow Analytics** | Not enough data | 8.2 (22 reviews) | 

#### Agentic AI - Business Automation Platforms (BAPs)

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.7 (20 reviews) | 
| **Multi-step Planning** | Not enough data | 8.5 (18 reviews) | 
| **Cross-system Integration** | Not enough data | 8.7 (18 reviews) | 
| **Natural Language Interaction** | Not enough data | 8.4 (15 reviews) | 
| **Proactive Assistance** | Not enough data | 8.2 (16 reviews) | 
| **Decision Making** | Not enough data | 8.4 (18 reviews) | 

### Software Testing

| Product | Score | Reviews |
|---|---|---|
| **Panaya Smart Testing and Change Intelligence** | 7.3/10 | 13 |
| **UiPath Agentic Automation** | N/A | N/A |

#### Agentic AI - Software Testing

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Autonomous Task Execution** | 6.8 (11 reviews) | Not enough data | 
| **Natural Language Interaction** | 7.8 (9 reviews) | Not enough data | 
| **Proactive Assistance** | 7.3 (10 reviews) | Not enough data | 

### AI App Builder

| Product | Score | Reviews |
|---|---|---|
| **Panaya Smart Testing and Change Intelligence** | N/A | N/A |
| **UiPath Agentic Automation** | 8.8/10 | 7 |

#### Generation and Interpretation - AI App Builder

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Prompt Understanding** | Not enough data | 8.8 (7 reviews) | 
| **Backend Logic Creation** | Not enough data | 9.0 (7 reviews) | 
| **UI Generation** | Not enough data | 8.8 (7 reviews) | 
| **Context Awareness** | Not enough data | 9.0 (7 reviews) | 

#### Generated Application Quality - AI App Builder

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Scalability** | Not enough data | 8.8 (7 reviews) | 
| **Out-of-the-Box Functionality** | Not enough data | 8.3 (7 reviews) | 
| **Design Customization** | Not enough data | 8.1 (7 reviews) | 
| **Data & API Integration** | Not enough data | 9.3 (7 reviews) | 

### SAP Store

| Product | Score | Reviews |
|---|---|---|
| **Panaya Smart Testing and Change Intelligence** | 8.1/10 | 5 |
| **UiPath Agentic Automation** | N/A | N/A |

#### Agentic AI - SAP Store

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Autonomous Task Execution** | 7.7 (5 reviews) | Not enough data | 
| **Multi-step Planning** | 8.3 (5 reviews) | Not enough data | 
| **Cross-system Integration** | 8.7 (5 reviews) | Not enough data | 
| **Adaptive Learning** | 7.7 (5 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Feature Not Available | Not enough data | 

### AI Orchestration

| Product | Score | Reviews |
|---|---|---|
| **Panaya Smart Testing and Change Intelligence** | N/A | N/A |
| **UiPath Agentic Automation** | 8.8/10 | 43 |

#### Workflow Design & Integration - AI Orchestration

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Dependency Management** | Not enough data | 9.1 (32 reviews) | 
| **Workflow Coordination** | Not enough data | 8.7 (33 reviews) | 
| **Multi-Provider API Connectivity** | Not enough data | 8.6 (33 reviews) | 
| **Multi-Step Workflow Creation** | Not enough data | 8.7 (33 reviews) | 
| **Enterprise System Integration** | Not enough data | 8.5 (33 reviews) | 
| **Real-Time Data Pipelines** | Not enough data | 8.4 (32 reviews) | 

#### Performance Optimization & Analytics - AI Orchestration

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Workflow Performance Dashboards** | Not enough data | 8.6 (33 reviews) | 
| **Workflow Reporting** | Not enough data | 8.8 (32 reviews) | 
| **Resource Utilization Monitoring** | Not enough data | 8.7 (34 reviews) | 
| **Computational Resource Management** | Not enough data | 8.4 (32 reviews) | 
| **Dynamic Scaling** | Not enough data | 8.5 (33 reviews) | 
| **Component Monitoring** | Not enough data | 8.6 (32 reviews) | 

#### Governance & Compliance Controls - AI Orchestration

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Regulatory Compliance** | Not enough data | 8.9 (29 reviews) | 
| **Governance Policy Enforcement** | Not enough data | 9.0 (32 reviews) | 
| **Role-Based Access Control** | Not enough data | 9.3 (30 reviews) | 
| **Audit Trail Management** | Not enough data | 9.0 (32 reviews) | 
| **Security Protocols** | Not enough data | 9.0 (30 reviews) | 

### AI Software Testing Tools

| Product | Score | Reviews |
|---|---|---|
| **Panaya Smart Testing and Change Intelligence** | 8.3/10 | 13 |
| **UiPath Agentic Automation** | 9.7/10 | 6 |

#### AI Test Generation & Authoring

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **UI-Based Test Generation** | 8.1 (7 reviews) | Not enough data | 
| **Natural Language Test Creation** | 8.1 (6 reviews) | Not enough data | 
| **Test Coverage Suggestions** | 8.3 (8 reviews) | Not enough data | 

#### Test Maintenance & Resilience 

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Self-healing** | 8.3 (6 reviews) | Not enough data | 
| **Dynamic Element Locators** | 8.3 (6 reviews) | Not enough data | 
| **AI-Powered Test Maintenance** | 8.9 (6 reviews) | Not enough data | 

#### Execution & Analytics

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Intelligent Reporting** | 8.8 (11 reviews) | Not enough data | 
| **Visual Anomaly Detection** | 8.1 (7 reviews) | 9.7 (5 reviews) | 
| **Root Cause Analysis** | 8.1 (7 reviews) | Not enough data | 

### Low-Code Development Platforms

| Product | Score | Reviews |
|---|---|---|
| **Panaya Smart Testing and Change Intelligence** | N/A | N/A |
| **UiPath Agentic Automation** | 9.1/10 | 752 |

#### Application Design

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **UI Code Extending** | Not enough data | 9.3 (652 reviews) | 
| **Programming Code Extending** | Not enough data | 9.2 (656 reviews) | 
| **Customized Branding** | Not enough data | 9.2 (628 reviews) | 
| **Application Templates** | Not enough data | 9.3 (649 reviews) | 
| **Workflows** | Not enough data | 9.5 (672 reviews) | 

#### Data Control

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Data Migration** | Not enough data | 9.3 (642 reviews) | 
| **Data Synchronization** | Not enough data | 9.3 (643 reviews) | 
| **Data Security** | Not enough data | 9.3 (643 reviews) | 

#### Publishing

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Application Deployment** | Not enough data | 9.4 (653 reviews) | 
| **Platform Compatability** | Not enough data | 9.3 (658 reviews) | 
| **Lifecycle Management** | Not enough data | 9.5 (650 reviews) | 

#### Agentic AI - Low-Code Development Platforms

| Feature | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Adaptive Learning** | Not enough data | 8.4 (26 reviews) | 
| **Natural Language Interaction** | Not enough data | 8.3 (23 reviews) | 
| **Proactive Assistance** | Not enough data | 8.3 (23 reviews) | 

---
## Categories
**Shared Categories (3):** [AI Software Testing Tools](https://www.g2.com/categories/ai-software-testing-tools), [SAP Store Software](https://www.g2.com/categories/sap-store), [Automation Testing Tools](https://www.g2.com/categories/automation-testing-tools)

**Unique to Panaya Smart Testing and Change Intelligence (3):** [Test Management Tools](https://www.g2.com/categories/test-management), [Software Testing Tools](https://www.g2.com/categories/software-testing), [Other ERP Software](https://www.g2.com/categories/other-erp)

**Unique to UiPath Agentic Automation (9):** [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders), [AI Orchestration Software](https://www.g2.com/categories/ai-orchestration), [Robotic Process Automation (RPA) Software](https://www.g2.com/categories/robotic-process-automation-rpa), [Intelligent Document Processing (IDP) Software](https://www.g2.com/categories/intelligent-document-processing-idp), [Process Mining Tools](https://www.g2.com/categories/process-mining-tools), [AI App Builder Software](https://www.g2.com/categories/ai-app-builder), [Business Automation Platforms (BAPs)](https://www.g2.com/categories/business-automation-platforms-baps), [iPaaS Software](https://www.g2.com/categories/ipaas), [Low-Code Development Platforms](https://www.g2.com/categories/low-code-development-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | Panaya Smart Testing and Change Intelligence | UiPath Agentic Automation | 
|---|---|---|
| **Small-Business** | 14.0% | 25.4% | 
| **Mid-Market** | 27.1% | 27.6% | 
| **Enterprise** | 58.9% | 47.0% | 

### By Industry

#### Panaya Smart Testing and Change Intelligence

- **Information Technology and Services:** 12.4%
- **Electrical/Electronic Manufacturing:** 7.4%
- **Computer Software:** 6.2%
- **Manufacturing:** 5.8%
- **Automotive:** 5.4%
- **Consumer Goods:** 4.9%
- **Financial Services:** 4.9%
- **Oil & Energy:** 3.7%
- **Utilities:** 2.9%
- **Accounting:** 2.5%
- **Other:** 43.9%

#### UiPath Agentic Automation

- **Information Technology and Services:** 26.1%
- **Computer Software:** 9.5%
- **Financial Services:** 6.4%
- **Pharmaceuticals:** 3.6%
- **Telecommunications:** 3.6%
- **Banking:** 3.4%
- **Hospital & Health Care:** 3.2%
- **Accounting:** 3.2%
- **Insurance:** 3.0%
- **Retail:** 2.3%
- **Other:** 35.6%

---
## Alternatives

### Alternatives to Panaya Smart Testing and Change Intelligence

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### Alternatives to UiPath Agentic Automation

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- [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) — 4.5/5 stars (739 reviews)
- [Nintex](https://www.g2.com/products/nintex-nintex/reviews) — 4.3/5 stars (1322 reviews)
- [Retool](https://www.g2.com/products/retool/reviews) — 4.6/5 stars (357 reviews)

---
## Top Discussions

### Panaya Smart Testing and Change Intelligence

- Title: [What is Panaya Change Intelligence used for?](https://www.g2.com/discussions/what-is-panaya-change-intelligence-used-for) — 1 comment
  > **Top comment:** "With this tool, you can use Panaya to see the impact of any SAP change before you make it, analyze the more impacting changes, and determine which scenarios..."
- Title: [How do I know all the knowledge material of panaya? What is the best way to study it?](https://www.g2.com/discussions/panaya-change-intelligence-how-do-i-know-all-the-knowledge-material-of-panaya-what-is-the-best-way-to-study-it) — 1 comment, 1 upvote
  > **Top comment:** "Hello Abner,

The Panaya Success Center is where all the user guides are available: https://success.panaya.com/docs. You will find detailed articles and..."
- Title: [Are there links/ tutorials for](https://www.g2.com/discussions/are-there-links-tutorials-for) — 1 comment, 1 upvote
  > **Top comment:** "Hello Felipe, the documentation of the Panaya platform is available here: https://success.panaya.com/docs
You also have a Help section within Panaya in the..."
- Title: [What is the roadmap of Panaya this pandemic?](https://www.g2.com/discussions/what-is-the-roadmap-of-panaya-this-pandemic) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "More collaboration.
More automation of processes and control for teams with Automation Rules Center.
More enterprise applications supported by our web..."
- Title: [why is the recording only on one screen of sap and not all windows?](https://www.g2.com/discussions/why-is-the-recording-only-on-one-screen-of-sap-and-not-all-windows) — 1 comment, 2 upvotes *(includes official response)*
  > **Top comment:** "Hi Clay, thanks for your question!
It is possible to record other applications than SAP only in the screen by using the dedicated toggle in the..."

### UiPath Agentic Automation

- Title: [Is it possible to integrate UIPath with any other software?](https://www.g2.com/discussions/16014-is-it-possible-to-integrate-uipath-with-any-other-software) — 25 comments, 7 upvotes
  > **Top comment:** "Yes, but to get a more concrete answer please specify what other software you are referring to. "
- Title: [What is the best way to learn more instead of just watching video tutorials?](https://www.g2.com/discussions/what-is-the-best-way-to-learn-more-instead-of-just-watching-video-tutorials) — 8 comments, 1 upvote
  > **Top comment:** "You have to practice more and more ."
- Title: [How much accurate is OCR](https://www.g2.com/discussions/how-much-accurate-is-ocr) — 7 comments, 1 upvote
  > **Top comment:** "UiPath uses many different methods of text recognition and reading, including multiple OCR engines such as Microsoft and Google, all of which are very reliable."
- Title: [Will UI path community edition is always free?and free certification date can be extended?](https://www.g2.com/discussions/will-ui-path-community-edition-is-always-free-and-free-certification-date-can-be-extended) — 6 comments, 1 upvote
  > **Top comment:** "Answer to first question is definitely yes: at Las Vegas UiPath Forward III last October they confirmed that community edition will still be free in the next..."
- Title: [What is the most unique feature of UiPath?](https://www.g2.com/discussions/14565-what-is-the-most-unique-feature-of-uipath) — 6 comments, 1 upvote
  > **Top comment:** "I would say the friendly and visual environment"

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/panaya-smart-testing-and-change-intelligence-vs-uipath-agentic-automation)