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ELIMINATE AI FAILURES

AI models fail.
We detect model vulnerabilities and automatically prevent bad outcomes.

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TRUSTED BY DATA SCIENCE TEAMS AT





ROBUST INTELLIGENCE NAMED TO

CB INSIGHTS AI100 LIST



WORLD'S TOP DATA STARTUPS



STARTUP PILL AI 101 LIST



BEST STARTUP SF 33 LIST

As the FDA continues to emphasize removing bias in ML models, RIME is well
positioned to ensure that models in production are robust in a standardized,
automated fashion while also being flexible enough to comply with rapidly
evolving regulatory guidelines.

Alex Zhong

Senior Manager, Machine Learning & AI Research

RIME's unique functionality was able to highlight edge cases and unexpected
behavior of production data, all of which was achieved via a simple,
user-friendly interface. Thanks to RIME, we were able to create robust models
and monitor the performance of our models efficiently.

Halil Ertan

Manager of Artificial Intelligence

Using the RIME platform, we were assisted in the quality control process (which
previously was carried out manually) and proceeded with development more
efficiently, robustly, and uniformly. The technical skills of the Robust
Intelligence engineers are extraordinary.

Eiji Yoshida

Head of IOWN Innovation Office

Thanks to RIME, Intelligent Wave can build more performant fraud detection
models that optimally adopt to changes in the authorization data. Possessing
impressive technology and agility, Robust Intelligence is a great partner for us
to combat the ever-changing fraudulent trends.

Yasuhide Natsume

Senior Manager of 2nd System Development Dep.






The Problem


AI FAILS, ALL THE TIME

AI Failure is when you train an ML model and it behaves poorly in production
because of issues like novel corner case inputs, upstream ETL changes, and
distributional drift. Data science teams constantly face these issues and more,
spending time root causing and firefighting.

Data science teams may optimize for a single performance metric like accuracy,
but this is inadequate to prevent AI Failure. Combatting AI Failure takes time
and energy. Robust Intelligence helps to prevent AI Failure so that you can
focus on what truly matters.

UNEXPECTED
MODEL BEHAVIOR

CORNERCASE
INPUTS

DISTRIBUTIONAL SHIFT

BROKEN DATA PIPELINES

ADVERSARIAL INPUTS

BIASED PREDICTIONS




THE SOLUTION


RIME PREVENTS AI FAILURES

The Robust Intelligence Model Engine (RIME) helps your team accelerate your AI
lifecycle
learn more


DETECT WEAKNESSES

Train a candidate model, and automatically discover its individual weaknesses
with AI Stress Testing. Go beyond simply optimizing for model performance.

Improve the model with automatic suggestions. Compare with other candidate
models. Establish and enforce standards across your organization.


PREVENT AI FAILURE

Confidently deploy the best model into production with AI Firewall with one line
of code.

Observe your model in production and automate the discovery and remediation of
any issues that occur post-deployment. Automatically flag, block, or impute
erroneous data in real-time.

learn more



CASE STUDIES

November 2, 2021
April 8, 2022
・
3
 MIN read

Case Studies


IWI USES RIME TO HELP SECURE THE JAPANESE ONLINE PAYMENTS MARKET

September 14, 2021
April 19, 2022
・
6
 MIN read

Case Studies


HOW NTT DATA USES RIME TO INCREASE MODEL PERFORMANCE BY 70%

May 25, 2021
April 8, 2022
・
2
 MIN read

Case Studies


BUSINESS ALLIANCE WITH TOKIO MARINE




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ELIMINATE AI FAILURE TODAY

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