Cognition Guarantees Devin's Engineering Value, Backed by $10 Million

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Cognition introduced an "AI Productivity Guarantee" for its AI software engineer, Devin. This initiative promises to fund customer usage up to $10 million if Devin delivers less engineering value than paid for, aiming to shift the industry's focus from token consumption to measurable productive output.

Cognition has launched an "AI Productivity Guarantee" for its Devin AI software engineer. If Devin delivers less engineering value than paid for, Cognition will fund usage up to $10 million. This initiative aims to shift the AI industry's focus from maximizing tokens to maximizing productive output.
Guarantee Limit
Up to $10 million
Measurement Metric
Productive engineering hours
Validation Dataset
258 sessions from 126 users
Estimator Accuracy
rlogr of 0.74 on held-out sessions

This guarantee addresses a key challenge for engineering leaders: measuring AI's real value beyond raw activity metrics. Cognition developed a system to estimate "productive engineering hours," classifying useful output and comparing it to human effort. This system was validated against human engineers' time estimates.

The measurement system reviews each completed Devin session to determine useful output and estimate equivalent human engineering hours. This allows organizations to convert Devin's output into dollar amounts using engineering salaries. The guarantee is currently in use with Devin customers.

Cognition's "Productivity Guarantee" initiative highlights the economic impact of Devin, their collaborative AI teammate for software engineering.
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AI should earn its keep. Introducing the AI Productivity Guarantee. If Devin delivers less engineering value than you’re paying for, Cognition will fund your usage until it does, up to $10 million. It’s time for the AI industry to stop maximizing tokens and start maximizing productive output.

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Still wondering? A few quick answers below.

Cognition's AI Productivity Guarantee ensures that if its Devin AI software engineer delivers less engineering value than a customer pays for, Cognition will cover the usage costs up to $10 million until the promised value is met.

Cognition uses an automated system that reviews each completed Devin session. It classifies whether the output was useful and then estimates how long a human engineer would have taken to produce the same work, measured in "productive engineering hours."

The guarantee aims to shift the AI industry's focus from simply maximizing token usage to demonstrating tangible productive output. It addresses the challenge engineering leaders face in accurately measuring the return on investment from AI tools.

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