Mind Foundry Motion

 

Build, align, and maintain AI that gets better over time.

 

 

 

 

 

 

 

A platform for managing, maintaining, and improving machine learning models

 

Research has shown that 91% of models decay after the first year as new data is introduced, and the world continues to change. Retraining underperforming models helps, but can incur significant costs and doesn’t scale efficiently. Continuous Metalearning solutions deployed in Mind Foundry Motion are different. They continuously learn from new data and help your AI to adapt to changes in the world and improve performance.

Instead of getting worse over time, they get better. 

 

Manage Models

Manage models in production

Operationalise control and maintain performance metrics across all your models.

 

Learn New Capabilites

Learn new capabilities

Expand and augment model capabilities to perform new and related, yet distinct tasks.

Ensure the safe use of AI

Ensure the safe use of AI

Understand, visualise, and explore the history of your models’ decisions and actions.

Motion enables:

  • Management of model performance, ensuring that it remains as performant, or more performant than it was at the point of deployment.
  • Assure that fairness and bias metrics are still met in production, given the changes that can happen with new data inputs.
  • The ability for your model to learn new, distinct, yet relevant intelligence in production by utilising meta-learning techniques.
  • A centralised history of your models, including data provenance, enabling proper audits and a full chain of accountability for model behaviour.

Continuous Metalearning

 

Benefits of Continuous Metalearning

 

Benefits of Motion:

  • Assurance that an evolving, in-production model remains responsible.
  • Continuous monitoring of all models to ensure that performance remains consistent, or improves, with safeguards built to protect against performance degradation.
  • Automatic updates when new trends are detected.
  • Continuous support of models in production.
  • Explainability and transparency of the origins and subsequent operations of all the models in production, including lineage and provenance of the data and models.

How it works

 

Motion, powered by Continuous Metalearning technology, spans the post-production lifecycle of your models and ensures responsible AI governance.

CML how it Works

 

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"We get excited when we see the results of our models in production, but it doesn't stop there. The models need to continue to be trained, enhanced and tested to ensure they’re not biased, and that they continue to predict with the level of accuracy that we expect. Continuous Metalearning is really critical for any business and for anyone using AI and machine learning."

 

Nika Lee
Chief Underwriting Officer

 

Learn how Aioi Nissay Dowa Europe are utilising the power of Motion to combat fraud - Read the case study.

Why do you need Motion?

 

There is a lot of emphasis on ensuring that AI models are designed and developed responsibly, with many toolkits and ethical design processes related to these specific stages of the lifecycle. There is less support to ensure it continues to behave responsibly, once a model has been deployed. This is critical, as AI and the space in which AI operates, change over time. Motion addresses continual monitoring, continuous improvement, and builds transparency into the origins of the model. These principles are central to ensuring an evolving, in-production model remains responsible.

Creating a future where AI and humans work together to solve the world's most important problems.

 

Mind Foundry is an artificial intelligence company operating at the intersection of research, innovation, and usability to empower teams with AI that is built for humans.

We have developed a Collaborative AI platform that is trusted by experts, yet easy enough to be used by anyone in your organisation.

Our customers apply machine learning to solve real-world problems across every sector including financial services, life sciences, and engineering.

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Incredible technology

Technology You Can Trust

Our AI solutions are powered by 30+ years of research from some of the greatest minds in AI and Machine Learning.

Powerful AI platform

Collaborative AI

Our AI platform helps you make better decisions and gain insights that can be used to power digital transformations at every level.

Commitment to Innovation-1

Commitment to Innovation

We work with companies, universities and governments on unique engagements that further the field of Machine Learning.

First Principles Transparency

Insurance is a highly regulated market, and as such, your decisions must be interpretable and justifiable. Your customers deserve to understand your decision process, and they will thank you for it. Let us transform your business with a fully transparent AI system that speaks your language.

Human AI Collaboration

Your domain expertise is vital, and without it we won’t solve your problems. Our AI engine works alongside your pricing managers, claim handlers, underwriting operatives and their teams to scale their performance and deliver immense time and cost savings.

Continuous Meta-learning

Your competitors are after the same customers as you. Maybe your existing models are outdated and difficult to replace. Mind Foundry's Platform continuously learns from data, detecting drift and reacting to market changes as needed. You’ll never need to replace a model again.

Contact us to learn more.