Synthetic Environments.
Real-world Insight
Relying solely on historical data is a vulnerability in today’s era of rapid technological advancement. True innovation depends entirely on the quality of data available, and Modeling & Simulation (ModSim) empowers organizations to generate actionable insights from a synthetic environment based on real-world conditions, drastically increasing the quality and velocity of decision-making.
Data Machines’ ModSim solutions bridge the gap between the virtual world of simulations and the data required to drive the most cutting-edge Artificial Intelligence (AI) research, implementation, and adoption. We engineer purpose-built environments or modify existing systems to deliver high-fidelity synthetic data that is accurate enough for rigorous testing yet agile enough to inform real-time decisions.
Engineered for Speed, Security, and Scale
Our approach to ModSim is defined by a rigorous balance of speed and detail. We understand that a simulation is only as valuable as the data it produces, which is why we leverage both horizontal scaling and Graphics Processing Unit (GPU) acceleration to manage the intense computational loads required for decision making in modern research. This allows us to process complex scenarios rapidly, ensuring that clients never have to sacrifice granular detail for faster results.
Because these solutions often operate within sensitive or classified environments, we integrate cybersecurity hardening directly into the architecture of every simulation. We do not treat security as an afterthought; we build resilient systems that ensure the integrity of sensitive data without hindering speed or performance.
To maintain the agility required by evolving objectives, we employ Continuous Integration Continuous Deployment (CI/CD) solutions. This ensures that our source code is transparent, stable, and consistently updated. By automating these deployment pipelines, our development infrastructure acts as a force multiplier for your team, allowing for rapid iteration and “living” simulations that evolve and scale alongside your mission requirements.
AVALON
AVALON is our all-domain, all-function Simulation-as-a-Service (SaaS) solution using RESTful APIs fueled by the USG’s AFSIM simulation engine, and features cloud-native deployment for massive horizontal scaling.
Why Data Machines?
Synthetic Data Generation
We unlock the ability to train AI models for edge cases and wartime scenarios where real-world data is scarce or nonexistent.
Decisive Accuracy
By testing solutions in rigorously designed synthetic environments, we increase confidence in model performance before deployment.
Agile Partnership
We provide the senior-level technical attention and transparency required to turn theoretical modeling into improved decision making and reduced risk.
Close the Gap Today.
Don’t let your data sit idle. Partner with the specialized team at Data Machines that leverages real-world scenarios to simulate the data necessary to solve your most complex mission challenges.