Cost of Engineering Drift Calculator — DesignVerse
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DesignVerse
COST OF ENGINEERING DRIFT

What is engineering drift costing you?

AI is increasing how much software your teams generate. It is not increasing how well that software matches your standards. This calculator prices that gap for your organization — in about two minutes.

Built for organizations where software is too complex for generic AI, and accuracy matters more than autocomplete.

“The first wave of enterprise AI was about access to better language models. The next wave is about making those models more knowledgeable about your organization.” Andrei Manolache, CEO, DesignVerse

Two minutes. No credit card. You'll see the number before you talk to anyone.

Tell us about your organization

This shapes the estimate. Nothing here commits you to anything.

Refine your estimate (optional)

Please fill in your name, work email, company, industry and role to continue.

Where does your team stand today?

Rate each honestly. 1 means it's a real problem right now; 10 means it's fully under control.

Consistency between AI-generated code and your engineering standards
5
Constant reworkFully consistent
Delivery speed on design-driven features
5
Frequently stalledFast and predictable
Confidence that engineering time goes to new work, not reconciling AI output
5
Low confidenceHigh confidence

Your Cost of Engineering Drift

Based on what you told us.

Estimated annual cost of engineering drift
$0
Potentially recoverable with a governed context layer
$0
Up to this share of the drift cost above, based on outcomes in existing enterprise deployments.
Up to 2x
less frontend rework
Up to 65%
faster delivery
Up to 3x
output, same team
Up to 60%
lower operating cost

Based on outcomes observed across existing DesignVerse enterprise deployments.

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Book time with our team — bring your report, we'll bring the how.