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Giskard is an open-source testing framework designed to evaluate and validate machine learning models, from tabular data to large language models (LLMs) and retrieval-augmented generation (RAG) systems. Founded in 2021 and headquartered in Paris, France, it targets data scientists, ML engineers, and

Deepchecks is an enterprise-grade AI validation, observability, and monitoring platform that unifies evaluation, testing, and production monitoring for LLM-based applications and traditional ML models. Founded in 2019 by Philip Tannor and Shir Chorev—both graduates of the IDF’s Talpiot program and U

Datatron is an enterprise MLOps platform, acquired by Superwise in March 2023, that automates the deployment, monitoring, governance, and validation of machine learning models in production. It is designed for large organizations in financial services, insurance, pharmaceuticals, and food & beverage

Agent Registry by Credal is a centralized control plane for enterprises to build, govern, and deploy AI agents and MCP servers, launched in 2022 and headquartered in New York. It targets organizations that need to scale AI adoption securely across teams, particularly IT, engineering, sales, HR, and

Aporia is an ML observability platform that provides real-time monitoring, explainability, and root cause analysis for machine learning models in production. It is designed for data scientists, ML engineers, and business stakeholders who need to understand, trust, and debug AI systems.

Lightning AI is a cloud-based development platform for building, training, and deploying machine learning models, created by the team behind PyTorch Lightning. It targets individual developers and AI teams who […]

whylogs is an open-source library that produces statistical summaries of tabular data, called whylogs profiles, without copying raw data out of its environment. Designed for data engineers and ML teams, it runs inside existing pipelines or as a sidecar container, computing metrics on the fly.

Google Colab is a cloud-based Jupyter Notebook service provided by Google Research that eliminates the need for local setup, offering free access to GPUs like Tesla T4 or K80 and […]

Trace Metric Trees is an analytics tool that automatically decomposes KPIs into their underlying drivers, providing a visual, structured model of how business inputs connect to outcomes. It is designed for data teams and business stakeholders who need to move beyond scattered dashboards and ad-hoc a

Tecton is a fully-managed Feature Platform designed for data science and ML engineering teams that need to centralize feature storage, discovery, and sharing across training and production. It targets organizations operating at mission-critical scale, offering enterprise-grade reliability and suppor