Product update: custom models and sentiment analysis

Product update: custom models and sentiment analysis

We have been hard at work to develop new features and enhance the experience with Moderation API. Today, we are incredibly excited to announce:  

  1. A brand-new feature to create and train custom AI models 🛠  
  2. A new Sentiment Analysis model 🧠🌟

Introducing Custom Models 🌟

Say hello to the era of tailor-made models! With this new feature, you can now create and train your own custom classifier models to analyse content in accordance with your specific requirements. No more one-size-fits-all moderation — embrace the flexibility you’ve always wanted.

Here’s a glimpse of what this feature offers:  

  • Train models on your own examples for increased accuracy and relevance
  • Automated annotation of your training data. Just dump your data in and get started immediately.
  • Review, re-train, and improve your models easily.
Automated annotation
Automated annotation

To get started with custom classifier models, you can read more in the guide here.

Introducing Our New Sentiment Analysis Model 🎯

We believe in the power of our new features, which is why we’ve used the custom classifier model feature internally to create a Sentiment Analysis model.

We've carefully trained the new Sentiment Analysis model with a dataset of tweets, and used the auomated annotation feature to label all the tweets.

Because the sentiment analyzer has been created with our new model builder, it's easy to fine-tune it to your needs by re-training it with additional examples.

Discover how to the new Sentiment Analysis model works and read about some of the challenges when doing sentiment analysis here. You can also try the sentiment analyzer demo here.

Sentiment analysis demo
Sentiment analysis demo

We’re hope that you like these additions and it'll help you create automated solutions that just works.

If you need any assistance or have questions regarding these updates, feel free to reach out to our support team at We’d be more than happy to help!

Thank you for choosing Moderation API, and we can’t wait to see the magnificent things you’ll achieve with these new tools.