Your Digital Twin for AI-Driven Gamification & Behavioural Economies

Stop guessing, start simulating. Machinations is the only platform to design, balance, and stress-test complex gamified systems and AI-driven incentive loops before you write a single line of code.

Simulate Your Economy

Trusted by Gaming Studios and Companies around the World

Model Adaptive Difficulty & AI Agents

Simulate how autonomous agents interact with your rewards to find exploits before users do.

Stabilize Dynamic Economies

Use Monte Carlo simulations to ensure your points-to-value ratio stays stable under AI-driven reward scaling.

Stress-Test Behavioral ROI

Run 10,000 simulations of user journeys to predict retention, churn, and the "burn rate" of your incentive budget.

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Designed for the Era of Generative Engagement.

As gamification moves toward AI-personalized experiences, the risk of system collapse increases. Machinations acts as the Logical Layer between your Generative AI (content) and your User Experience (outcome).

Prevent Reward Inflation

Model how AI-distributed rewards affect your ecosystem over 12 months.

Audit Ethical Design

Map out player journeys to ensure AI nudges remain within ethical and regulatory guardrails.

API-Ready Logic

Export your balanced logic to power your AI’s decision-making engine.

For architects of the "engagement economy"

Discover the mission-critical simulation engine and revolutionise your gamification strategies. Elevate user experiences, optimize motivation, and design intricate logics effortlessly.

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