Research
Infrastructure
The systems, environments and evaluation scaffolding that turn real-world commerce into trusted research.
From data and models to testbeds and global environments, our research infrastructure enables deeper insight, safer experimentation and more prosperous outcomes.
Systems.
Commerce.
A more prosperous
world.
Shared tools.
Shared evidence.
Greater impact.
We build and maintain world-class research infrastructure that is open where possible, responsibly shared, and anchored in real-world commerce. Our infrastructure combines public-safe openness with protected implementation boundaries.
Enable collaboration
Shared tools for a larger community.
Maintain public safety
Open research, protected systems.
Grounded in reality
Built on real markets and real-world data.
Drive positive impact
From insight to a more prosperous world.
Integrated systems for real-world research.
CommerceBench
Evaluation science for commerce AI. Public work can include task definitions, methodologies, baselines and selected results.
Learn moreCommerceGym
Controlled training and experimentation environments for workflows, recovery and economic decision-making.
Learn moreCommerceArena
Multi-agent experimental economies for studying interaction, competition, cooperation, fraud and institutional behavior.
Learn moreCommerce Graph
Research into connected economic entities, relationships, temporal events and provenance.
Learn moreCommerce World Model
Simulation and scenario research for supply, demand, finance, regulation, logistics and shocks.
Learn moreTrust & Evidence Testbeds
Controlled environments for identity, capability, physical evidence and adversarial resilience.
Learn moreCountry-Native Research Environments
Country-specific data, evaluation and institutional research with public outputs released selectively.
Learn morePhysical Commerce Testbeds
Hardware, robotics, inspection and machine-observation research tied to real commercial environments.
Learn moreFrom infrastructure to global impact.
A connected system linking infrastructure, research areas, programs and real-world outcomes.
Infrastructure components
Data, environments and compute
Research areas
Eighteen connected fields
Research programs
Thematic multidisciplinary projects
Methods & evaluation
Testing and validation
Published research
Papers, datasets and tools
Real-world impact
More resilient commerce
Built for complexity.
Designed for discovery.
Our infrastructure combines real-world data, simulation and test environments to enable rigorous, relevant and reproducible research across global commerce.
Learn more about our approachReal-world data
Multi-source, multi-modal data with strong governance.
Simulation environments
Scalable, configurable environments and digital twins.
Benchmarks & evaluation
Standardized tasks, metrics and baselines.
Global & local context
Multilingual, country-native environments and markets.
Field-facing validation
Real-world pilots and evidence from live systems.
Research is stronger together.
We work with researchers, universities, industry partners and governments to advance open, responsible and high-impact research on global commerce.
Access data, tools and environments.
Co-develop and test solutions.
Explore policy-relevant research.