
Example Applications

Multi-Agent Simulations
Economic and Workforce Development, Commercial Real Estate, Defense, Urban Governance, Public Finance, Public Health
The worlds we create include (1) navigable digital twins with (2) dynamic atmospheric conditions that are derived from (3) natural and social weather models. The resulting environments offer an excellent experimental setting for one or more "agents", which can follow user-prescribed rules and/or use LLMs and reinforcement learning loops to explore, coordinate actions, and help reveal optimal strategies for policy, investment, disaster response, workforce development, and more.
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Navigable Digital Twins
Economic Development, Commercial Real Estate, Governance, Public Finance
FieldWork can be used to turn drone and satellite imagery into navigable, 3D digital worlds.
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This kind of immersive technology can help you sell real estate, generate stakeholder buy-in, or attract new families or new business investments to your town.
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While Google Street View allows online visitors to explore what the area looks like from a car, our digital twins provide 3D models of an entire landscape. Users can thus zoom out for a 360° bird's eye view or zoom in to "stroll" down narrow footpaths - just as the locals do.
When you add a semantic layer to the digital twin, you can prompt FieldWork's built-in agent to give you a tour of the shops in the area, or take you on a walk between the library and the nearest grocery store.

Atmospheric World Models
Economic Development, Real Estate, Urban Planning, Governance, Defense, Disaster Response
While building our initial 3D digital twin product, it occurred to us that human decision-making depends on atmospheric conditions (be they weather or climate-related, political, economic, cultural, or familial) at least as much as physical ones. So we figured out how to incorporate dynamic atmospheres into FieldWork's 3D digital worlds.
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The applications are endless, so we'll only be able to list a few: Real estate developers can use these enhanced environments to model how the value of their investments might evolve if federal interest rates change.​ Economic development professionals and urban planners can deploy FieldWork to compare how different macroeconomic factors could impact local consumer habits, shift community priorities, or affect the tax base.
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Pictured: A digital twin of Échallens, Switzerland and simulated temperature shifts over a 24-hour period.
Just a few of the many ways we can help your organization
achieve - and exceed - your goals.
Affiliated Subject Matter Experts
We are actively building a team of consultants and engineers with deep expertise across a variety of industries and geographical regions. If you're interested in joining our network of contractors, please send a brief cover letter and resume or portfolio link to moira@arriveanalytics.com.
Note that we are currently unable to sponsor visa applications.

