fabrica.ai: Accelerating Robotics Innovation Through AI-Powered Design Automation

fabrica.ai is a pioneering robotics startup revolutionizing hardware development by leveraging AI to rapidly generate, simulate, and test robot designs in virtual environments. Its flagship platform, Fabricator, uses deep reinforcement learning and advanced simulation to optimize robot configurations—such as drivetrains, sensor placement, and geometry—while enabling zero-shot deployment of control policies to real-world robots. Designed for real-world performance in challenging conditions like deserts, oceans, and construction sites, the platform drastically reduces development time by up to 5x and de-risks innovation. The company has already deployed fully autonomous grouting robots in Singapore that boost productivity by 5x, require minimal setup, and operate for over 2 hours unattended. With a strong focus on physical impact and industrial applications, fabrica.ai serves engineering teams and organizations aiming to bring custom robots to market faster, smarter, and more affordably. The platform supports tasks including navigation, surface finishing, trenching, and power tool automation, and integrates with CAD, photo scans, and transformer models for intelligent design iteration.

Key Features:

• AI-Driven Robot Design Automation: Generates and tests thousands of robot designs in simulation using reinforcement learning.
• Control Policy Generation: Automatically trains optimal control systems for each design, deployable directly to real robots (zero-shot).
• Comprehensive Design Exploration: Enables iteration across drivetrain type, articulation, sensor placement, geometry, motor vendors, and modular configurations.
• Performance Evaluation & Metrics: Provides real-time video and data on speed, accuracy, cost, reliability, robustness, and quality.
• Realistic Environment Simulation: Tests designs in challenging real-world conditions such as dust, darkness, and complex terrains.
• Rapid Deployment Pipeline: Pilots can be set up in as little as 5 hours with expert support; full design cycles completed in under a week.
• Autonomous Grouting Robots: Fully autonomous, single-button operation robots that grout up to 30m² per hour per unit and scale to 100m²/hour collectively.
• Obstacle & Boundary Navigation: Uses computer vision and red tape demarcation to detect and navigate around obstacles and keep-out zones.
• Real-Time Quality Control: Camera system continuously monitors grout quality and detects tile defects during operation.
• Automatic Grout Mixing: Reduces manual intervention with built-in mixing mechanisms.
• BIM Integration: Can sync grouting data with Building Information Modeling systems upon request.
• Portability & Compact Design: Lightweight (70 kg), compact (under 70 cm per side), and capable of climbing steps up to 5 cm.
• Remote & Global Collaboration: Offers demos and supports remote work, with offices in Singapore, Delaware (USA), Brno (Czechia), and expanding to Hong Kong.
• Proven Real-World Deployment: V5 grouting robot has completed over 100,000 sqft of work across 15 construction sites in Singapore.
• Continuous Improvement: Robots improve by 25% monthly through ongoing R&D and expert guidance.
• Free Trial Available: Offers free trials in Singapore, the US, Europe, and Hong Kong for small spaces like living rooms.
• Enterprise-Grade Support: Commercial terms are finalized after proven performance and quality validation.

Pricing: fabrica.ai offers a Free trial for its grouting robot, available in Singapore, the US, Europe, and Hong Kong, covering small designated areas. The platform is designed for enterprise and commercial deployment with tailored pricing based on project scope and support needs.

Conclusion: fabrica.ai is a transformative force in robotics, combining AI-driven design automation with real-world performance to make robot development faster, smarter, and more efficient—ideal for construction, industrial automation, and beyond.