Quality issues cause waste in AI pipelines



Assessing data & model quality requires time & cross-team collaboration

Data scientists spend a lot of time explaining the value of their work to business experts

Business experts have no simple way to verify models created by data scientists



Prototypes rarely meet software engineering quality standards

IT/ML engineers aim for secure and well-tested AI models

Data scientists have a hard time satisfying IT requirements

Business experts wait for deployment, and are kept out of the loop



Unexpected bugs & biases appear, requiring constant maintenance

Users lose trust in the product using faulty AI models

IT engineers are not equipped to identify and correct AI bugs

Data scientists & ML engineers are overwhelmed by maintenance tasks

A unified quality assurance platform for all stakeholders, from prototype to production



Enable business experts to inspect AI models visually to find bugs & give feedback to data scientists



Automate testing of AI models by ML engineers, data scientists & business experts with functional, technical & statistical tests



Give ML engineers & data scientists actionable alerts on bad model behaviors in production

+ AI quality training, audit & certification services

Our Vision

Take back control of your AI

Quality control is not a regulatory requirement. It is a competitive advantage. It is an opportunity for you to increase and secure the business value of your AI investments:

  • Increase the performance of your AI models
  • Mitigate the risks of AI incidents
  • Build trust with transparency-demanding customers

We are inspired by quality standards from mature industries: manufacturing, finance, software engineering. We want to partner with you to bring AI into adult age.


We are data scientists with experience in real-life AI applications.
We explore the interplay between software, people & business problems.
We believe in good engineering and useful products.

Alex Combessie

Alex Combessie

Co-Founder & CEO

Jean-Marie John-Mathews

Jean-Marie John-Mathews

Co-Founder & CPO

Jean-Marie John-Mathews

Want to join?

Visit our jobs page

  • Passionate about building robust solutions to real-life problems
  • Driven by customer needs & outstanding user experience
  • Hungry for learning new skills every day
  • Conscious about technology's role in our society  
  • Empathetic team player

Let's get in touch


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