---
title: ashr Reviews
meta_title: 'ashr Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter reviews by the users' company size, role or industry to find
  out how ashr works for a business like yours.
date_modified: '2026-09-23'
parent_category:
  name: Monitoring
  url: https://www.g2.com/categories/monitoring
---


# ashr Reviews
**Vendor:** ashr  
**Category:** [AI Agent Observability Software](https://www.g2.com/categories/ai-agent-observability)
## About ashr
Ashr is a comprehensive platform designed to assist teams in building, evaluating, and monitoring AI agents, ensuring they function correctly before deployment. It offers tools for offline evaluation, production observability, and real-time analytics, enabling developers to identify and rectify issues proactively. Key Features and Functionality: - Testing Platform: Allows for the generation of datasets, running agents against test scenarios offline, and comparing expected versus actual behavior. - Observability: Provides tracing of agents' production behavior, including LLM calls, tool invocations, retrieval steps, latency, and errors. - Python SDK: Offers a lightweight SDK with zero external dependencies, facilitating seamless integration into existing codebases. - Voice Session Analysis: Supports real-time voice agents on LiveKit, with features like turn timelines, transcripts, per-stage cost and latency analysis, mixed-audio replay, and barge-in metrics. Primary Value and Problem Solved: Ashr addresses the challenges of ensuring AI agents operate correctly by providing a robust framework for testing and monitoring. By identifying and fixing failures before they reach end-users, Ashr enhances the reliability and performance of AI systems, reducing downtime and improving user satisfaction.






- [View ashr pricing details and edition comparison](https://www.g2.com/products/ashr/reviews?section=pricing&secure%5Bexpires_at%5D=2026-09-24+00%3A37%3A26+-0500&secure%5Bsession_id%5D=b3e59a0c-ae29-41cd-a9c4-dba91ffcc34c&secure%5Btoken%5D=06a3e623891a0165b26c694fe54f88cef6e96637ee4c1d5edd30b5b2f46abd45&format=llm_user)

## ashr Features
**Additional Functionality**
- Tagging
- Natural Language Processing
- Data Extraction
- Multi-Language
- Predictive Analytics
- Drag & Drop
- Speech Recognition
- Reporting/Analytics
- Data Storage Management
- Virtual Personal Assistant (VPA)
- AI Copilot
- Customer Segmentation
- Collaboration Tools
- Data Import/Export
- Generative AI
- For eCommerce
- Role-Based Permissions
- Customizable Branding
- Search/Filter
- Monitoring
- Document Management
- API
- Data Visualization
- Trend Analysis
- Machine Learning
- Access Controls/Permissions
- Alerts/Escalation
- Performance Metrics
- Real-Time Data
- Third-Party Integrations
- Mobile App
- Multiple Data Sources
- For Sales Teams/Organizations
- Sentiment Analysis
- Activity Dashboard
- Chatbot
- Workflow Automation

**Additional Functionality**
- Code Generation
- Text to Image
- Generative AI
- API
- Natural Language Processing
- Virtual Characters and Avatars
- Content Generation
- Personalization and Recommendation
- Conditional Generation
- Transformer Model
- Automated Image & Video Editing
- Interactive and Co-Creative Systems
- Text Summarization
- Data Augmentation
- Variation Autoencoder Models
- Adversarial Training
- Transfer Learning and Fine-tuning
- Simulation and Scenario Generation
- Creative Design
- AI Copilot
- Prompt Engineering
- Foundation Model

**AI Test Generation & Authoring**
- UI-Based Test Generation
- Natural Language Test Creation
- Test Coverage Suggestions

**Tracing & Debugging**
- Agent Debugging
- Trace Visualization
- End-to-End Agent Tracing

**Agent Connectivity - AI Agent Integration Tools Platforms**
- Multi-App Connectivity
- Protocol Support
- Tool Discovery

**Test Maintenance & Resilience **
- Self-healing
- Dynamic Element Locators
- AI-Powered Test Maintenance

**Evaluation & Quality**
- Regression Testing
- Hallucination Detection
- Automated Output Evaluation

**Performance & Execution - AI Agent Integration Tools Platforms**
- Tool Selection & Caching
- Context Window Optimization
- Automated Retries

**Agentic AI - AI Agents**
- Autonomous Task Execution
- Multi-step Planning
- Cross-system Integration
- Adaptive Learning
- Natural Language Interaction
- Proactive Assistance
- Decision Making

**Execution & Analytics**
- Intelligent Reporting
- Visual Anomaly Detection
- Root Cause Analysis

**Production Monitoring**
- Alerts & Notifications
- Latency Monitoring
- Token Usage & Cost Tracking

**Managed Infrastructure - AI Agent Integration Tools Platforms**
- Observability & Traceability
- Managed Authentication
- Role-Based Access Control
- Multi-Tenancy
- Triggers & Webhooks

**Agent Discovery & Governance**
- Audit Logging
- Agent Discovery
- Policy Compliance Monitoring

**Developer Tools - AI Agent Integration Tools Platforms**
- AI Framework Integration
- SDKs & MCP Servers
- Sandbox Environment

## Top ashr Alternatives
  - [UiPath Agentic Automation](https://www.g2.com/products/uipath-agentic-automation/reviews) - 4.6/5.0 (6,134 reviews)
  - [BrowserStack](https://www.g2.com/products/browserstack/reviews) - 4.4/5.0 (3,325 reviews)
  - [LaunchDarkly](https://www.g2.com/products/launchdarkly/reviews) - 4.5/5.0 (851 reviews)