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Once an AI system gets deployed, it learns from feedback loops generated by humans, other models and legacy systems. These feedback loops can lead to real harm.

Microsoft's Twitter bot Tay

Microsoft's Tay

The Twitter bot turned racist in just a few hours after it was released because of its interactions with Twitter's users.

The tech real estate company Zillow

Zillow

Lost $ 304 millions, laid off 2000 people and was devaluated by $32 billion after their model started overvaluing houses.

Knight Capital

Knight Capital

Lost $ 440 millions in 45 minutes, faced $12 millions in fines and was sold off because their robot-trading model interacted with a defunct legacy system.

IDENTIFY AND ADDRESS HIDDEN FEEDBACK LOOPS.
WITH SEIA.

Get an overview on the performance of your system

Get actionable insights about the way your model performs and impacts your business by identifying hidden feedback loops.

Identify how, why and when a problem has occurred

Understand what might have gone wrong when your model performs well, but the business is impacted negatively.

Find opportunities and solve potential problems

Get insights into why a problem had occurred even months after the fact with historical system snapshots that can explain the current state of your system.

THE PLATFORM

Combine the model performance, its business impact and their interaction for a real-time overview on your deployed AI systems.

ACTIONABLE  INSIGHTS

Get explicit insights you can use to speed up the collaboration between different teams and experts.

RISK MANAGEMENT

Diagnose and mitigate risk with actionable insights on the feedback loops your system uses.

COMPLIANCE
READY

MODEL IMPROVEMENT

Address potential problems and identify new opportunities that make your system more adaptable and profitable.

COMPLIANCE

Follow new regulations through continuous monitoring, human oversight and risk management support.

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