Cases

What we have built, and what it changed.

A look at the work behind our solutions and products: the bottleneck we started from, how we approached it, and what the team ended up with.

Ecommerce & Retail

AI image production for a womenswear catalog

Challenge

Every new SKU and colorway meant another studio booking, another model call, and another retouching queue before a listing could go live.

Approach

We built a reusable image workflow: fixed visual rules per product family, batch generation for main images, model scenes and detail visuals, and a human review step before delivery.

Outcome

One reusable rule set per product family instead of per-SKU planning
Main images, model scenes, detail visuals and campaign assets from one pipeline
Studio shoots reserved for brand work rather than routine listings

Content & Media

SnapVee: a unified workspace for creators

Challenge

Creators were stitching together separate tools to pull media from different platforms, convert it, and understand what was inside it.

Approach

We built and operate SnapVee as a single workspace connecting multi-platform video with extraction, conversion, and comprehension in one flow.

Outcome

Multi-platform media handled in one workspace
Extraction, conversion and comprehension in a single flow
A live product we run and iterate on continuously

3D & Generative

Meshivo 3D: text-to-model generation

Challenge

3D asset creation stayed slow and specialist-bound, which kept small teams from iterating on concepts quickly.

Approach

We built Meshivo 3D as a generation platform focused on fast text-to-model output, iteration, and export into existing 3D toolchains.

Outcome

Concept-to-model iteration measured in minutes
Export paths into existing 3D pipelines
A second live product on the same engineering base

Some engagements are described without client names at the client's request. Outcomes reflect the delivered scope and vary by category and asset quality.

Cases

Delivery, not slideware.

Each case starts from a production bottleneck and ends in a workflow the team runs on its own.

Contact

Cases

What we have built, and what it changed.

A look at the work behind our solutions and products: the bottleneck we started from, how we approached it, and what the team ended up with.

Ecommerce & Retail

AI image production for a womenswear catalog

Challenge

Every new SKU and colorway meant another studio booking, another model call, and another retouching queue before a listing could go live.

Approach

We built a reusable image workflow: fixed visual rules per product family, batch generation for main images, model scenes and detail visuals, and a human review step before delivery.

Outcome

One reusable rule set per product family instead of per-SKU planning
Main images, model scenes, detail visuals and campaign assets from one pipeline
Studio shoots reserved for brand work rather than routine listings

Content & Media

SnapVee: a unified workspace for creators

Challenge

Creators were stitching together separate tools to pull media from different platforms, convert it, and understand what was inside it.

Approach

We built and operate SnapVee as a single workspace connecting multi-platform video with extraction, conversion, and comprehension in one flow.

Outcome

Multi-platform media handled in one workspace
Extraction, conversion and comprehension in a single flow
A live product we run and iterate on continuously

3D & Generative

Meshivo 3D: text-to-model generation

Challenge

3D asset creation stayed slow and specialist-bound, which kept small teams from iterating on concepts quickly.

Approach

We built Meshivo 3D as a generation platform focused on fast text-to-model output, iteration, and export into existing 3D toolchains.

Outcome

Concept-to-model iteration measured in minutes
Export paths into existing 3D pipelines
A second live product on the same engineering base

Some engagements are described without client names at the client's request. Outcomes reflect the delivered scope and vary by category and asset quality.

Cases

Delivery, not slideware.

Each case starts from a production bottleneck and ends in a workflow the team runs on its own.

Contact