Advancing the Future of Design Infrastructure
At Design Machines, we believe that innovation thrives when ideas are shared and challenges are tackled collaboratively. Our research explores the intersection of design, AI, and automation, pushing the boundaries of what’s possible in design thinking, engineering, and construction.
Through research papers, open-source projects, and real-world applications, we’re committed to building tools that empower creativity, enhance problem-solving, and improve decision-making.
Our Focus Areas
AI-Driven Design Tools
We develop systems that harness artificial intelligence to assist with brainstorming, decision-making, and automating design pipelines. These tools are designed to amplify human creativity and precision.
Knowledge Graphs for Design
Our research includes building graph-based structures to organize, connect, and analyze design data, creating smarter workflows and unlocking deeper insights.
Intelligent Agents and Orchestration
We explore ways to deploy and orchestrate AI agents that manage complex design processes, ensuring seamless integration across workflows.
Standardization and Automation
By studying design methods and processes, we aim to standardize best practices and automate repetitive tasks, enabling designers to focus on what matters most.
Ethical and Sustainable Design
We’re committed to research that ensures our tools align with ethical guidelines and promote sustainability in design and construction.