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 turn difficult operational decisions into rigorous, testable computational capabilities.
What we do
Evidence-backed computational systems for consequential decisions.
We formulate the problem, build the evaluation harness, and test better methods before integrating a capability into real operations.
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
Autonomous and semi-autonomous systems for sophisticated technical workflows.
- Autonomous systems
- Technical workflows
- Tool use
- Evaluation and control
04
Algorithm Discovery
AI-assisted systems for hypotheses, experiments, and measured new methods.
- Hypothesis generation
- Candidate algorithms
- Simulation environments
- Experiment lineage
05
Advanced Software Engineering
Software and infrastructure for operational capability.
- Production systems
- Data infrastructure
- Evaluation tooling
- Deployment and monitoring
How we work
From consequential decision to verified capability.
Frame the Decision
Agree the objective, constraints, baseline, measures of success, and operating boundaries.
Build the Evidence
Create a replay or simulation harness, then test methods against fixed scenarios.
Deliver the Capability
Integrate measured improvements into maintainable operational workflows.
Our ethos
Evidence before automation.
Research discipline, engineering judgment, and measured capability under real constraints.
Contact
Have a consequential technical decision?
Tell us what you are trying to improve.