Case study · Ad tech & marketing

Wask: AI creatives live on day one.

Wask launched its AI creative feature with each::labs as the inference layer from day one. Today it handles thousands of generations a minute at peak, with no model layer to own.

All case studies
Creatives per minute
1000+
Peak generations per minute at the highest load.
Build skipped
8 weeks
A 2 developer, 6 to 8 week integration avoided.
AI feature launch
Day 1
Shipped the day the each::labs partnership started.
Wask’s AI Ad Creative screen turning a character and a product into a UGC video

The customer

Wask is an advertising platform for performance marketers. Its AI creative feature turns one product photo into ready-to-run ads: template ads, UGC videos, template videos and product shots that copy the look of a reference image, in every platform size.

The problem

Building template video generation in house meant two developers wiring AI providers together for 6 to 8 weeks before the first user could press generate. After launch, a bespoke inference layer would need upkeep every time new models landed, all hours taken away from Wask’s real product and roadmap.

How they use each::labs

The entire creative side of Wask runs on each::labs. Hosted models generate each creative from the template, the product image and the prompt, and the platform handles the models. Fallback is on, so if a model fails, the request moves to the next one and the creative still comes back to the user. New models on each::labs make the same flow better automatically, and the team answers fast when anything tricky comes up.

The output

One product photo in, ready-to-run creatives out. Shown with demo brands.

  • A creator holding a skincare bottle in a UGC-style ad
    The product photo the UGC ad starts from
    Product photo
    Video · UGC ad
  • A sunscreen ad reading Protect your glow
    The product photo the template ad starts from
    Product photo
    Image · Template ad
  • A water bottle shot in a locker room
    The product photo the shoot starts from
    Product photo
    Image · Product shoot
  • A jar of sleep gummies on a bedside table at night
    The product photo the product film starts from
    Product photo
    Video · Product film

The results

Numbers, before and after.

  • Time to launch the AI feature

    8 weeks → Day 1

    Before
    After
  • Developers wiring AI providers

    2 → 0

    Before
    After
  • Inference layers to maintain

    1 → 0

    Before
    After
A model in an orange jacket generated with Wask
Customer story

More like a partner in AI creative.

“The entire creative side of Wask runs on each::labs. Every new model update makes our work easier, and the team responds fast when we hit anything tricky.”

Umut GülAI Expert Specialist at Wask

Ready to close the gap?

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