Case study · App companies

Scate: 24/7 support for AI apps that never sleep.

Scate builds AI apps for enthusiast niches, from car tuning and music to card scanning. It runs selected products on each::labs where flexibility, speed and stability matter most, with a technical team available around the clock.

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Technical support
24/7
Hands-on help from a technically capable team at critical moments.
Built for
Stability
Selected products where flexibility, speed and stability matter most.
While scaling
Confidence
A responsive team is always available as the apps grow.
A phone showing Scate’s music, card scan, car mods and photo apps

The customer

Scate is an AI-native product studio that builds consumer apps for enthusiast niches. Its apps redesign a user’s own car with new wraps, rims and body kits, turn a prompt or a lyric into a finished song with vocals, create and animate images and videos from photos, and scan sports cards and collectible toys to identify, grade and price them.

The problem

Scate’s apps serve users around the clock and across time zones. When a model or a provider misbehaves at a critical moment, generations fail for paying users, so the team needs infrastructure it can trust in production and people who respond right away.

How they use each::labs

Scate runs selected products on each::labs, with models, workflows and error analytics in one place. Fallback is switched on, so when a model fails the request moves to the next one and the app keeps working for the user. When errors spike, the each::labs team reads the error classification with Scate, explains the cause and suggests the fix, at any hour.

The output

What people make with Scate’s apps.

  • A phone scanning a basketball card and showing its grade and priceImage · Scan, grade & value
  • A user’s silver hatchback restyled in orange with a body kit
    The user’s own car before the restyle
    Your car
    Video · Car reveal
  • A selfie turned into a giant figure sitting on a Paris rooftop
    The selfie the trend image starts from
    Your selfie
    Image · Trend
  • A photo turned into a singer performing on a club stage
    The photo the music clip starts from
    Your photo
    Video · Music clip
An each::labs workflow turning a prompt into an album cover
Customer story

Hands-on technical support, 24/7.

“We work with each::labs on selected products where flexibility, speed, and stability matter most. Their 24/7 support during critical moments has been especially valuable, knowing that there is always a responsive and technically capable team available gives us operational confidence while scaling.”

Aziz GündoğduScate

Ready to close the gap?

Bring the idea. Build the workflow. Produce the result.