1. [Home](https://www.g2.com/)
2. ...
3. [AI Agent Observability Software](https://www.g2.com/categories/ai-agent-observability)
4. [ashr Discussions](https://www.g2.com/products/ashr/discuss)

[
 ![Product Avatar Image](https://images.g2crowd.com/uploads/vendor/image/1990639/large_detail_f8b90d96c8e9cb0a0e07ef018832c431%282%29.jpg "Product Avatar Image")
](/products/ashr/reviews)

[

ashr

](/products/ashr/reviews)

0 ratings

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.

Show More

When users leave ashr reviews, G2 also collects common questions about the day-to-day use of ashr. These questions are then answered by our community of 850k professionals. Submit your question below and join in on the G2 Discussion.

* * *

### 0.0

Nps Score

### All ashr Discussions

Search

Most CommentedMost HelpfulCommon QuestionsNewest

All DiscussionsDiscussions with CommentsCommon QuestionsDiscussions without Comments

FilterFilter

Filter byExpand/Collapse 

Sort by

Most Commented

Most Helpful

Common Questions

Newest

Filter by

All Discussions

Discussions with Comments

Common Questions

Discussions without Comments

Sorry...

There are no questions about ashr yet.

## Start a New Software Discussion

Have a software question?

Get answers from real users and experts

Start A Discussion

* * *

 ![Product Avatar Image](https://images.g2crowd.com/uploads/vendor/image/1990639/thumb_square_f8b90d96c8e9cb0a0e07ef018832c431%282%29.jpg "Product Avatar Image")

### Have you used ashr before?

Answer a few questions to help the ashr community

[
Yes
](javascript:void(0))[
Yes
](https://www.g2.com/login?context=product_review&return_to=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fashr%2Fdiscuss%3Fsmall_ask%3Dashr)
No