Evidently AI - Collaborative AI observability platform for evaluating, testing, and monitoring AI-powered products

Evidently AI Collaborative AI observability platform for evaluating, testing, and monitoring AI-powered products

Freemium

From 50$

Home: https://www.evidentlyai.com

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#model monitoring
#observability
#MLOps
#data drift
#quality assessment
#performance tracking

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What is Evidently AI?

Evidently AI delivers a robust AI observability platform built on top of their trusted open-source ML monitoring library. With over 100 pre-built metrics and extensive customization options, it enables teams to gain deep visibility into AI-powered applications, from chatbots and RAGs to complex ML models.

The platform provides customizable dashboards for performance tracking, continuous testing capabilities, and in-depth debugging tools. Users can monitor data drift, assess data quality, and track model performance across the entire AI lifecycle while easily sharing findings with team members.

Features

Customizable Dashboards: Visual performance tracking and team collaboration
Continuous Testing: Automated evaluation of model outputs and data quality
Data Drift Detection: Early warning system for model decay
LLM Evaluations: Testing for accuracy, safety, and output quality
Performance Monitoring: Comprehensive tracking of ML model metrics
Data Quality Assessment: Automated profiling and issue detection
In-depth Debugging: Root cause analysis of quality issues
Custom Metrics: Support for custom evaluation criteria and rules

Use Cases

LLM and chatbot performance monitoring
Production ML model evaluation
Data quality assessment
Model drift detection
AI system debugging
Continuous testing in CI/CD pipelines
Team collaboration on AI quality
Model performance validation

Related Queries

AI product evaluation tools AI model monitoring tools AI model monitoring platform AI quality assessment tools AI performance review tool AI test automation tools AI product management tools AI-Driven Test Automation Platform AI automation test platform AI test automation tool AI team collaboration tools Team collaboration AI tools

Helpful for people in the following professions

Data Scientist ML Engineer AI Developer Data Engineer Product Manager AI Researcher Quality Assurance Engineer

FAQs

How do I send data to Evidently Cloud?

You can either directly upload raw data/send traces of your AI system, or run evaluations locally using the Python SDK and upload only the results as JSON snapshots.

What types of predictive ML tasks are supported?

Evidently supports all types of predictive ML tasks, with dedicated presets for classification, regression, recommendation systems, and ranking, working with text, tabular data, and embeddings.

What happens if I go over the usage limit?

On the free tier, you'll need to upgrade to continue using the tool. On paid tiers, you'll be billed according to your pricing plan.