Natural Language Processing Models

Get unmatched clarity for your NLP models

Monitor and investigate your embeddings to optimize the way your NLP model processes language, striving for more in-depth and nuanced understanding.

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Model monitors & alerts

Get live alerts straight to Slack/MS Teams/email when drift, bias, performance degradation, or unstructured text data integrity issues are detected.

Aporia Language Processing Model Aporia NLP Model Graphic

ML dashboards & visibility

Gain a centralized view of all your language models under a single hub. Track embeddings, model activity, inference trends, data behavior, and model performance.

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Production IR & explainability

Visualize embeddings and identify problematic clusters and patterns. Use custom metrics and text cells to perform detailed analyses, including tokenization, word embeddings, and feature importance, to unravel the intricate behaviors and predictions of NLP models.

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“In a space that is developing fast and offerings multiple competing solutions, Aporia’s platform is full of great features and they consistently adopt sensible, intuitive approaches to managing the variety of models, datasets and deployment workflows that characterize most ML projects. They actively seek feedback and are quick to implement solutions to address pain points and meet needs as they arise.”

Felix D.

Principal, MLOps & Data Engineering

“As a company with AI at its core, we take our models in production seriously. Aporia allows us to gain full visibility into our models' performance and take full control of it."

Orr Shilon

ML Engineering Team Lead

“ML models are sensitive when it comes to application production data. This unique quality of AI necessitates a dedicated monitoring system to ensure their reliability. I anticipate that similar to application production workloads, monitoring ML models will – and should – become an industry standard.”

Aviram Cohen

VP R&D

“With Aporia's customizable ML monitoring, data science teams can easily build ML monitoring that fits their unique models and use cases. This is key to ensuring models are benefiting their organizations as intended. This truly is the next generation of MLOps observability.”

Guy Fighel

General Manager AIOps

“ML predictions are becoming more and more critical in the business flow. While training and benchmarking are fairly standardized, real-time production monitoring is still a visibility black hole. Monitoring ML models is as essential as monitoring your server’s response time. Aporia tackles this challenge head on.”

Daniel Sirota

Co-Founder | VP R&D

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