Toptal transforms creative tech company’s AI platform with scalable UX frameworks.

A creative technology company building a generative AI SaaS platform for artists turned to Toptal to establish a scalable design process and align cross-functional teams around a unified product vision.

Client

An AI-powered film and animation studio using ethical generative models to produce fiction, non-fiction, and animated content.

Revenue

$500K

Industry

Communication, Media and Entertainment

Delivered Services

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Challenge

Despite insights from user interviews, the internal team lacked a unified framework to convert those ideas into product features, resulting in scattered app concepts, misaligned priorities, and inconsistent UX.

Solution

Modular UX Architecture

Toptal established a comprehensive design system supported by AutoLora and ComfyUI integrations, enabling repeatable components, scalable layouts, and faster prototyping across multiple feature sets.

Agile Role Framework

To eliminate ambiguity and workflow bottlenecks, Toptal introduced a RACI framework and hybrid agile methodology—clarifying ownership, accelerating feedback loops, and empowering the team to iterate collaboratively.

Outcome

Unified Product Direction

With a scalable UX framework and structured design process in place, the company consolidated fragmented efforts into one integrated platform, reducing redundancies and driving clarity.

Accelerated Development Cycles

Clear role ownership and improved design-developer collaboration boosted team velocity, cut down rework cycles, and assisted with efficient implementation of AI-driven features from concept to delivery.

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