Artyficial Labs
/how-we-deliver

Interactive Systems

From discovery to prototypes to production — shipped with research-grade rigor.

/delivery_system

A Layered Delivery System

We have a 3 tier delivery system that is used to guide the lab's operations and deliverables.

/Tier 1

Long-Term Research

This is our long-term research and development program. This is where we explore projects that span accross multiple disciplines.

1. Games
2. Engines
3. Platforms
4. OS / Hardware

How we deliver
Research Lab Approach
/Tier 2

Mid-Term Research

This is our mid-term research and development strategy aimed at exploring new technology and updated solutions. This is our cutting edge tier.

1. Plugins
2. Tools
3. Mechanics

How we deliver
Cutting Edge Technology
/Tier 3

Short-Term Projects

This is our short-term projects and deliverables strategy. This is where we explore and develop new ideas and concepts that might be useful in the future.

1. Ideation and Innovative thinking
2. Insights and Discoveries
3. Rapid Prototyping and Validation

How we deliver
Problem Solving
/timeline

A research-grade delivery system.

step_01

Conceptualisation and Literature Review

The lab defines the core research question or mechanic (e.g., adaptive AI, novel haptic feedback, procedural generation). Researchers conduct a literature review of existing academic papers, patents, and industry GDC archives to establish a baseline and avoid duplicating past efforts.

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step_02

Hypothesis Formulation and Experimental Design

We formulate clear, testable hypotheses about player behavior or system performance. We design the specific variables we want to isolate and measure, mapping out how the theoretical concept will translate into a playable digital or analog prototype.

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step_03

Rapid Prototyping

The team builds a barebones, iterative prototype—often using engines like Unity, Unreal Engine, or Artyficial Engine—to test the mechanic. These builds strip away complex art and audio, focusing solely on the specific system or interaction being studied to keep development agile and costs low.

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step_04

Emperical Testing and Data Collection

We run playtesting sessions, integrating analytics tools or proprietary engine telemetry. We collect both quantitative data (e.g., time-to-completion, error rates, input frequency) and qualitative data (e.g., surveys, biometric tracking, and interviews).

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step_05

Analysis and Iteration

We analyze the collected metrics to validate or disprove their initial hypothesis. Based on these insights, the lab reframes, tweaks, or completely overhauls the design, establishing a loop of continuous refinement until the research goals are achieved.

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/cta

Let's prototype the future together.

A tight loop from concept → prototype → production, with research woven through every step.