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The Copilot for Efficient ML Development

Reduce time spent on manual tasks and increase model performance.

Visualization

View your machine learning development in an intuitive decision tree that enables better collaboration & knowledge sharing with your team.

Automated Documentation

trail uses LLMs to generate accurate documentation of your ML development from code, data and model.
Saving you hours of time.

Developer Tools - Sleek X Webflow Template
Model

Metrics, parameters and artifacts of your last model run

Fast Navigation - Sleek X Webflow Template
Data

Sources, metrics and distributions of your dataset

Increase the time you can use to develop and code ML models by up to 50%. trail helps you in automizing the manual tasks.

more time for coding

The Smartest Editor - Sleek X Webflow Template
Code

Analysis and aggregation of information

Experiment Tracking

Track and compare all relevant metadata & artifacts of your machine learning models and datasets to finally have one single source of truth for your ML metadata.

Get Started

All Data & Model Types

Text
Tabular
Images
Regression
Classification
Segmentation

Data-Centric ML

View dataset statistics and metrics for each experiment on the fly to make sure you have all optimization factors in plain sight.

Tests & Refactoring

Code recommendations for testing and quality improvement, so that you keep control over the output.

How trail works: Add a few lines of code, run experiments as you would normally do, view metadata from the ML development in trail and improve your project from here.

How it works

1. Add code

Install our python package by simply adding a few lines of code

2. Run Experiments

Stay in your IDE and experiment as you would normally do

3. View Information

Any metadata from ML development automatically feeds into the trail UI 

4. Improve Project

Analyze, compare, export and report on runs, data and development decisions

Seamlessly integrates into your workflow

Keep using what you like - trail integrates in your infrastructure and model frameworks

Get Started
Integrate Tensorflow into trail.Integrate pytorch into trail.Integrate Keras into trail.Integrate scikit-learn into trail.Integrate Hugging Face into trail.Integrate Tensorflow into trail.Integrate scikit-learn into trail.
Integrate Tensorflow into trail.Integrate pytorch into trail.Integrate scikit-learn into trail.Integrate Keras into trail.Integrate Hugging Face into trail.Integrate Tensorflow into trail.Integrate scikit-learn into trail.
Integrate Pycharm into trail.Integrate VS Code into trail.Integrate AWS into trail.trail integrates Python.Integrate Google Cloud into trail.Integrate Azure into trail.Integrate Pycharm into trail.
Integrate VS Code into trail.Integrate Pycharm into trail.Integrate AWS into trail.trail integrates Python.Integrate Google Cloud into trail.Integrate Azure into trail.Integrate Pycharm into trail.