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Proof & methodology

How we measure

These figures are conservative. They reflect results measured in controlled environments and our team’s track record building enterprise design systems. Production results vary by stack, team size and starting point.

The proof, in one number

Days → 10 to 15 minutes

design-to-code, deterministic, in demo

Snapflow turns a prompt into pixel-perfect, rule-structured code, deterministic, no hallucinations, ready to integrate. A complete flow (for example, a full screen or flow) that normally takes days is generated in 10 to 15 minutes in our demos.

What each number means

40%

fewer handoff cycles

Demo-validated

Deterministic generation removes the back-and-forth of reconciling design with code. Measured against the team’s track record reducing design-to-implementation cycles.

50%

less AI prompting & token waste

Demo-validated

AI reads structured specs instead of guessing patterns from vague prompts. Fewer tokens, less prompting, consistent output from the first generation.

90%

E2E design-to-code consistency

Architecture

The platform is built to be pixel-perfect by design. 90% is a conservative statement of that architectural property, not a ceiling.

3x+

faster component adoption

Modeled

Rule-based infrastructure and an automated flow make teams actually adopt the system instead of leaving it as a museum nobody uses. Modeled projection.

30%

operational hours pivoted to strategy

Modeled

Stakeholders, even the CTO or Head of Product, generate without iterating in coordination and validation meetings. Modeled projection.

Framework coverage

Snapflow outputs to the frameworks that cover most of the market today, with more on the roadmap.

ReactShipped
VueShipped
AngularShipped
React NativeReady

Additional frameworks are on the roadmap.

Want the numbers against your stack?

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