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FOUNDATIONS: AN
END-TO-END AI PLATFORM

Exponentially scale your team's development of real-world AI applications and manage thousands of experiments effortlessly. Expand what's possible with AI during and after production with tools that rapidly integrate models into existing business infrastructure and processes.

Enterprise-grade. Infrastructure agnostic. Trusted.

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Building the world’s best speech synthesis model using Foundations

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Deep learning pioneer Alex Krizhevsky joins Dessa

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How 3 engineers built a record-breaking supernova identification system

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Why do ML teams need Foundations?



After deploying AI for the world’s largest
companies
, we built Foundations to overcome
challenges and maximize results at every stage
of the machine learning lifecycle.

Save your data science team time and money, automate complex infrastructure
challenges, and free your DevOps team from deployment hurdles, all while
making a huge impact on your business’ bottom line.

Features

Development

Automated Experiment Management:
Manage thousands of experiments
effortlessly with automated tools for
tracking your results, code and models

Smart Model Development:
Run multiple experiments in parallel
and monitor parameter optimizations
automatically

Caching:
Increase the efficiency of your experiments
by at least 7x with code caching

Team Collaboration:
Record, analyze and share experiment
metrics efficiently and ensure results are
auditable and reproducible

Compute Orchestration:
Share GPU and other compute resources
efficiently with your entire team using
Foundations Intelligent Scheduler


Production

One-Click deploy:
Put your models into production
without needing support from DevOps

Automated A/B Testing:
Find the best performing model rapidly
with automated tools for testing

Data Validation & Monitoring:
Mitigate the risk of stale models with
post-deployment tools for continuous
monitoring

Automated Retraining & Recalibration:
Set schedules for automated model
retraining and recalibration

Automated Tracking:
Stay on top of unseen values and
custom lambda functions

Model Metrics Alerts:
Keep informed of changes to model
behaviour with automated Slack or email
notifications

Enterprise-Grade Compliance:
Automated tools ensure your models have
an enterprise-grade audit trail for your
model, data and results


The Foundations suite of products are infrastructure agnostic and
available on-premise, in the cloud or as a fully managed service.

Ready to implement Foundations for your team?
Get in touch or sign up for a free trial to discover
all of Foundations’ features.