Wolf Games case maker studio – AI-driven crime story creation
Wolf Games case maker studio – AI-<wbr>driven crime story creation - Website Development - Photo 1
Built with scalability in mind

Designed the MVP with a flexible architecture, ensuring smooth transitions for additional features and scaling as the product evolves.

Seamless UX for writers and developers

We implemented intelligent narrative generation, dynamic relationship mapping, and modular story blocks, enabling users to craft detailed, realistic crime narratives with full creative control.

AI-Driven complex storytelling

Through deep user research and journey mapping, we built an intuitive platform experience tailored to the workflows of crime writers and interactive fiction creators.

Overview
AI-Powered interactive storytelling

Wolf Games Case Maker Studio is an AI-driven platform that transforms crime narrative development. With customizable story frameworks, dynamic relationship mapping, and geographically anchored storytelling, it turns creative ideas into immersive, interactive experiences.

Client
Wolf Games Icon - fi_4628635USA
Services
UX Audit Product Discovery Web App Design
Awards
Google ― Gemini 2.5 spotlight
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Business needs
Client request & business goals

The client needed an AI-powered tool to craft complex crime stories without repetition, offering creative control while simplifying the writing process.

They required support for nonlinear storytelling, character relationship visualization, and adaptable narratives tailored to different geographical contexts.

We joined the client’s team, bringing UX expertise to shape the platform’s development. Beyond developing the interface, we reimagined the user experience — enhancing workflows, optimizing usability, and ensuring seamless navigation. As a result, we delivered an intuitive tool that empowers writers to craft complex narratives with clarity and control.

Challenge
Problems & soulutions
Problem
Crafting detailed crime cases manually often takes hours of planning, structuring, and cross-referencing story elements.
Solution
We designed intuitive flows that turn AI-generated stories into structured, editable narratives. By guiding users through world-building, we helped them shape AI suggestions into rich crime investigations without feeling overwhelmed.
Problem
Writers spent too much time structuring crime stories, struggling to balance complexity with narrative flow.
Solution
We created modular story blocks that help users build investigations with flexible, structured storytelling. Each block handles characters, timelines, evidence, and scenes, making complex plots easier to manage with an intuitive drag-and-drop system.
Problem
Lack the ability to visualize all the connections and plots to be able to see the full picture of the story.
Solution
We introduced dynamic relationship maps that automatically visualize connections, alliances, and conflicts.
Problem
Crime stories lacked realism, something that would capture the attention of players and add interest to the plot.
Solution
We implemented location-based storytelling tools that adjust plot details to fit cultural and environmental contexts.
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Research
Understanding writers’ needs to shape an AI-driven solution

To design a product tailored to real user needs, we first identified the platform’s core features — nonlinear storytelling, dynamic character relationships, and geographically adaptable narratives.

Next, we developed two key user personas representing game writers and developers, helping us understand their goals, motivations, and creative workflows within the crime fiction genre.

Using these personas, we mapped detailed customer journeys to uncover friction points and opportunities for improvement.

These insights, combined with client interviews and domain research, shaped a clear and efficient information architecture. The result is a structure that prioritizes usability and seamlessly integrates AI-powered storytelling tools

Stages

  • Feature decomposition & prioritization
  • User personas
  • Customer journey map
  • Informational architecture
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Stage 1
Feature decomposition & prioritization

We conducted a feature prioritization phase to determine which tools would bring the most value to users while keeping development efficient.

During this phase, we identified that character relationship mapping was essential for building intricate crime narratives, so we included it in the scope. Meanwhile, custom locations required significant development time and were deprioritized for future iterations.

Using these insights, we structured the information architecture to support key storytelling elements — ensuring seamless integration of nonlinear plot generation, dynamic character connections, and AI-driven adaptability.

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Stage 2
User personas

We identified two main personas: a screenwriter or playwright who needs AI tools tailored for crafting captivating storylines, and a game writer or interactive fiction author focused on creating dynamic, immersive crime-solving experiences.

Insights revealed that screenwriters prioritize seamless integration of AI-generated content with their own writing style, while game writers focus on collaborating with multiple professionals and keeping up with the latest AI tools. These findings shaped the platform’s design, ensuring it addresses the unique needs of both personas.

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Stage 3
Customer journey map

To better understand user behavior and decision-making, we built detailed customer journey maps for both primary personas: game writers and developers. We outlined each step — from initial concept creation to final case refinement — identifying pain points such as information overload, manual structuring, and lack of creative flow.

These insights helped us redesign the user experience around key moments of friction, ensuring smoother interactions and a more intuitive creative process.

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Stage 4
Informational architecture

After reviewing insights from client discussions, we designed the information architecture for Wolf Games Case Maker Studio. Our primary focus was structuring the platform to streamline crime case creation, ensuring a seamless experience for writers and game developers.

By mapping user flows alongside the architecture, we optimized key processes and built role-specific structures, tailoring the experience for different user types — whether they were crafting intricate mysteries or managing overarching narratives. This approach laid the foundation for an intuitive, AI-driven crime storytelling ecosystem.

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Design
From blueprint to storytelling: shaping the design journey

The design process started with wireframing, focusing on a clear layout that prioritized user flow and intuitive navigation for optimal usability.

Then we developed the design concept, refining the visual style and structure to align with user needs and platform requirements. In the final UI design phase, we brought the concept to life with detailed visuals and interactive elements, resulting in a polished, user-friendly experience.

Stages

  • Wireframes
  • Design Concept
  • UI Design
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Stage 1
Wireframes

During the wireframing stage, we focused on two critical aspects of the platform.
First, we mapped out the Case Tiers Structure, defining how different levels of complexity and interwoven narratives would function. This allowed us to finally visualize how cases would be structured and evolve within the platform.

Second, we determined and outlined the key user inputs required for AI-generated cases. By identifying what information users need to provide — such as crime details, character relationships, and setting parameters — we ensured that AI could generate coherent storylines, which users could then refine and personalize.

This early framework helped us prioritize competitive features while maintaining a seamless, intuitive experience for case creation.

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Stage 2
Design concept

We explored several design concepts, testing both light and dark themes to determine the best visual direction for the platform. Each concept was crafted to enhance the narrative-driven experience, ensuring the interface supported storytelling elements while remaining intuitive.

Initially, we designed the visual direction without having the client’s branding and once the first user flows were complete, the client provided a finalized brand identity. We then revised the visual layout to fully align with the new branding.

After evaluating both options, the client selected the dark theme, which strengthened the dramatic, immersive atmosphere they aimed for. This choice not only improved focus on the content but also provided a modern, sleek aesthetic that made long sessions more visually comfortable

Stage 3
UI design

The user interface design has a modular style. A dark palette creates a mysterious atmosphere, while accent colors draw attention to key data. Sans-serif fonts and a clear text hierarchy ensure readability and smooth navigation.

Usability is optimized with logical navigation, intuitive element placement, and easy access to important data. Features such as search, filtering, and an interactive timeline simplify data management, making the platform both efficient and attractive.

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Artificial intelligence
Crafting daily interactive crime stories with gemini API

To bring daily interactive crime stories to life, Wolf Games built a tightly integrated AI system that drives both narrative generation and cinematic experience. The platform blends multiple AI technologies to deliver rich, nonlinear crime cases with emotional depth, visual realism, and scalable production capabilities.

At the heart of the narrative engine is Gemini 2.5, enabling structured case generation in seconds. Combined with Gemini 2.5 Pro for few-shot learning, the system produces coherent plots, dynamic character arcs, and geolocation-aware storylines.

A custom Prompt Composer orchestrates complex prompt chains, functional calls, and RAG (retrieval-augmented generation), ensuring content accuracy and continuity over time. To elevate the narrative into a visual experience, Wolf Games adopted Veo 2, Google’s state-of-the-art generative video model.

The Wolf Games has been highlighted by Google as an excellent example of AI tool design

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Features
Project’s core features
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Intelligent narrative generation

We developed an AI-driven storytelling framework that empowers writers and developers to create complex crime narratives. It combines procedural generation with human creativity to craft engaging, realistic, and logically coherent mysteries.

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Dynamic relationship mapping

We implemented intuitive relationship maps to visualize events connections. Users can easily track power dynamics, hidden alliances, and evolving motives, enhancing both narrative depth and usability.

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Modular story blocks

It allows users to construct complex crime narratives by arranging key events, character actions, and relationships in a dynamic timeline. Each block represents a pivotal moment — such as motives, means, and opportunities — giving creators full control over how the case unfolds.

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Geographically anchored storytelling

By incorporating geographical anchors, we enabled users to tailor mysteries to specific cultural and economic contexts. This feature ensures immersive storytelling, making every case feel authentic and contextually rich.

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Rusults
From creative chaos to structured crime stories
Built with scalability in mind

Designed the MVP with a flexible architecture, ensuring smooth transitions for additional features and scaling as the product evolves.

AI-Driven complex storytelling

We implemented intelligent narrative generation, dynamic relationship mapping, and modular story blocks, enabling users to craft detailed, realistic crime narratives with full creative control.

Seamless UX for writers and developers

Through deep user research and journey mapping, we built an intuitive platform experience tailored to the workflows of crime writers and interactive fiction creators.

The Wolf Games interface redesign streamlined the user experience for writers and game developers. By simplifying navigation and enhancing data visualization, we enabled users to focus on storytelling rather than managing complex information — leading to faster creation and smoother gameplay.

User engagement significantly improved, with positive feedback highlighting the intuitive layout, interactive features, and seamless adaptability across devices. These enhancements boosted productivity, empowering creators to craft richer, more immersive narratives with ease.

Future plans
What happened next?

The client is preparing to launch a mobile app that brings stories to life, offering players an immersive gaming experience on the go.

To ensure a seamless experience across platforms, we’re providing design support for both the storytelling platform and the mobile app. The mobile interface will be optimized for intuitive gameplay, delivering a smooth and engaging user experience.

Our cases
We have dozens of products & hundreds of websites developed by our studio. We're happy to share the results with you!

#UX Audit #Product Discovery #Web App Design

Wolf Games case maker studio – AI-driven crime story creation
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