Quality issues cause waste in AI pipelines

1

Prototype

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

2

Deployment

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

3

Production

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 management platform for all stakeholders, from prototype to production

Prototype

Inspect

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

Deployment

Test

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

Production

Monitor

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.

Team

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

hello@giskard.ai

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