Realistic people-led creative production

You can’t reliably predict a winning ad before testing.

When people carry the story, new versions need to look and feel believable — from faces and skin to movement and the scene around them.

I build AI-assisted pipelines that turn your proven ads or strong market references into a steady flow of testable variations.You get more ads into testing, find winners faster, and keep your team focused on new hypotheses instead of repetitive production.

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Explore the
capabilities
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01 — SCALE CREATIVE TESTING

Generate more ads worth testing.Test faster.Scale what wins.

Multiply video variations

Turn a winning people-led ad into many new casts, scenes, interactions, hooks and CTAs while keeping the people realistic enough to run as ads.

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Adapt winners to more markets

Produce video and static versions for new languages, formats and placements. Change the cast and visual context where the market calls for it; preserve required copy and brand details.

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02 — VIDEO VARIATIONS

Produce video variations at scale. Keep people believable.

  • Start from a winning ad or a strong market reference.
  • Change cast, clothing, location, interactions, hook and CTA.
  • Keep faces, skin and movement believable so the output is usable for testing.

Below: original videos alongside variations produced from them.

Set 01

One source performance, three new executions

OriginalSource creative
Variation 01AI execution
Variation 02AI execution
Variation 03AI execution
Set 02

One concept, new people and settings

OriginalSource creative
Variation 01AI execution
Variation 02AI execution
Variation 03AI execution
See more video examples +
Set 03

Same underlying idea, different scenes and characters

OriginalSource creative
Variation 01AI execution
Variation 02AI execution
Variation 03AI execution
Set 04

Alternative cast and delivery around the same format

OriginalSource creative
Variation 01AI execution
Variation 02AI execution
Variation 03AI execution
Set 05

One Spanish-language concept, two cinematic variations

OriginalSource creative
Variation 01AI execution
Variation 02AI execution

Select any video to play it with sound. The source is marked in green.

03 — STATIC VARIATIONS

Turn one strong static concept into more ads to test.

  • Try new compositions, messages and visual styles for the same offer.
  • Produce the sizes and aspect ratios each placement needs.
  • Keep brand elements, product details and offer terms accurate.

Below: examples of static variations and format adaptation.

04 — MARKETS & FORMATS

Take winning ideasto more marketswithout rebuilding every ad.

  • Adapt video and static to each language, placement and aspect ratio.
  • Translate voice, captions and on-screen copy; sync lips when someone speaks.
  • Automatically adapt the cast — ethnicity, gender, age, clothing and setting — to a defined market and audience.
  • Let AI produce these versions quickly and at lower cost instead of rebuilding every ad manually.

Shown below: translation to another language with updated voice and lip sync. Deep localization can also adapt the cast and locations to the target audience.

Example 01

Horizontal source material

EnglishOriginal voice
EN → ES
SpanishTranslated + lip-synced
Example 02

Vertical social creative

EnglishOriginal voice
EN → ES
SpanishTranslated + lip-synced
05 — CONTEXT

The hard part shown here: people still look real at scale.

Faces, skin and movement must still look right when you make many versions. Product screens, illustrations, gameplay or exact offer copy need different checks. Stylized visuals may be simpler; the pilot verifies the actual quality, speed and cost in your business before any larger build.

06 — TAILORED PILOT

Test whether your business can produce more usable ads, faster and at a viable cost.

  • Quality: what makes a video or static ad good enough to run in your business?
  • Variation: what should change to create distinct candidates for testing?
  • Economics: how many usable ads do you need, how fast, and at what cost per ad?
01

Define the business need

We look at your video and static ads. You tell me what makes them usable, what changes are worth testing and what volume your team needs. No formal brief is required.

02

Agree on a paid pilot

We choose source concepts and variation dimensions, then agree on target output, quality checks, timeline and price before building anything.

03

Test in your business context

I adapt the pipeline and deliver a batch of varied ads. We count usable outputs and measure turnaround and cost per usable ad. Your team decides whether the process is worth scaling.

07 — WHY WORK WITH MEDima Zenevich

Dima
Zenevich

I build AI systems that help performance teams test more creative candidates and scale winning ideas across markets and formats. My focus is usable output volume, quality, turnaround and cost per creative.

At a large consumer subscription company, AI-powered creative workflows I helped build produced hundreds of creatives per week and contributed to $4M in incremental profit within six months.

Proven in weekly production

The system serves a consumer apps business with 25M+ users. Its output is used by a real marketing team, with production quality, volume and cost constraints.

Experience scaling creative operations

At Wargaming, I built a framework for working with external development and creative studios. Today I build AI production systems myself, from the workflow to the operating tools.

A pilot you can judge on usable output

We agree what counts as an accepted creative, then measure usable volume, turnaround and cost per accepted ad. Your team evaluates the result before committing to a larger rollout.

08 — NEXT STEP

Test more usable ads.
Scale what works.

Let’s discuss what your business needs to make video and static ads at scale: the quality bar, useful variations, markets and formats, target volume, turnaround and cost per usable ad. Then we can scope a pilot to test whether the pipeline meets your economics.

Expanded creative example