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Turning an Open-source Python Package into a Full Cloud SaaS Platform for Explainable ML

xplainable is a platform for building transparent ML models without notebooks, without a data science team. Upload a dataset, choose a target, and the platform trains a model and explains every decision it makes. The product started as an open-source Python package. We built the full web interface and cloud SaaS layer on top of it.

Clientxplainable
CategoryB2B / SaaS
CountryAustralia

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1

Platform

The product went from an open-source package to a full hosted platform with workspaces, versioning, and deployment.

<1

Second

Models go from trained to deployed in under a second no waiting on a release cycle to get a model live.

100%

No-Code

Analysts and business managers now build and deploy ML models on their own, no data scientist needed in between.

1

Shareable Link

Stakeholders open a link and interact with live model results, instead of reading a PDF that's already out of date.

5

ML Stages

The client went to market with one platform covering data upload, training, explanation, deployment, and sharing start to finish.

1.

The Product Existed Only for Developers

AutoTrain UI a no-code interface for training ML models. Upload a dataset, pick a target, run training, and see the results right in the browser. Analysts and managers build production-ready models without touching Python.

5.0

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VRB understood our business, not just the tech. They rebuilt our legacy platform into something fast, reliable, and actually usable.

Founder, LegalTech Platform

/ Brisbane, Australia

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