01
Algorithms & Optimization
Specialized methods for complex decisions, systems, and operations.
- Search and planning
- Allocation and routing
- Optimization under uncertainty
- Simulation and decision support
Applied AI & Computational R&D
Computational R&D for hard technical problems.
We build algorithms, agentic systems, and software that improve complex decisions and operations.
What we do
Specialized computational systems for complex decisions and operations.
We develop rigorous computational capabilities for complex decisions and operations in demanding real-world environments.
Capabilities
Computational R&D capabilities.
02
Machine Learning
Learning-based methods for prediction, decisions, and technical computation.
- Predictive models
- Reinforcement learning
- Learned algorithms
- Surrogate models
03
Agentic Systems
Bounded systems for tool use and technical workflows.
- Autonomous systems
- Workflow automation
- Tool use
- Evaluation and control
04
Algorithm Discovery
AI-assisted systems for hypotheses, experiments, and new methods.
- Hypothesis generation
- Candidate algorithms
- Simulation environments
- Research infrastructure
05
Advanced Software Engineering
Software and infrastructure for operational capability.
- Production systems
- Data infrastructure
- Evaluation tooling
- Deployment and monitoring
How we work
From formulation to deployable capability.
Formulate the Problem
Define the objective, constraints, data, and measures of success.
Develop and Test
Prototype, compare baselines, and measure results.
Deploy the Capability
Build maintainable software and operating workflows.
Our ethos
Rigorous thinking for real constraints.
Research discipline, engineering judgment, and measured evidence.
Contact
Have a hard technical problem?
Tell us what you are working on.