Dynamo – Dynamic Test & Evaluation (T&E) Decision Support

Dynamo revolutionizes T&E by seamlessly integrating data, knowledge, and decision into a unified framework. This innovative real-time solution transforms raw data into actionable insights, optimizes resource allocation, and ensures confident, data-driven decisions in complex testing environments.

Smarter Testing, Dynamic Decisions

Decision support software that revolutionizes test and evaluation processes. Design and execute tests that maximize the utility of information gained about a system’s performance.

As system complexity grows, traditional T&E approaches struggle to keep pace. Recognizing this challenge, the OSD DOT&E partnered with Metron to develop Dynamo, a decision support software designed to accelerate T&E processes while enhancing accuracy and operational effectiveness.

Visualize Knowledge: Convert raw data into actionable insights with real-time updates, reducing uncertainty and improving clarity.
Uncertainty Management: Leverage advanced Bayesian modeling to deepen system understanding and refine predictions.
System Knowledge: Assess how well a system’s behavior is understood in operational contexts, based on all collected test data.

Adaptive Learning: Dynamically update system models in real-time, enabling smarter test decisions with every new result.
Data Management: Streamline and structure raw data for immediate analysis and decision-making.

What Sets Dynamo Apart

Human-in-the-loop processes:

Combines advanced analytics with expert oversight to ensure decisions are both actionable and trusted.

Moneyball decision-making:

Employs cost-sensitive analytics to determine when to stop, refine, or continue testing, maximizing ROI for
every test.

Maximize Every Test Hour & Test Point

Optimize T&E with Dynamo’s Cost-Aware Framework

Resource Efficiency: Allocate resources wisely, avoid unnecessary tests, and focus on high-value activities.
Cost-Sensitive Testing: Evaluate tests based on their cost-benefit potential.
Smart Test Termination: Stop testing when additional data won’t change the outcome, saving time and money.

Comprehensive Integration

Unified Data Streams: Combine data from diverse sources for a holistic view of system performance.
Stakeholder Collaboration: Engage users with human-in-the-loop processes to ensure decisions align with organizational goals.
Seamless Compatibility: Integrates effortlessly with existing systems, minimizing disruption and maximizing productivity.

Key benefits

Optimized Resources: Focus testing efforts on high-impact activities, reducing waste and conserving resources.

Enhanced Accuracy: Continuously update your knowledge base with dynamic insights, ensuring every decision is data-driven.

Strategic Alignment: Align testing outcomes with organizational objectives through cost-benefit optimization and smarter resource allocation.

Intelligent Real-Time Decision Support for Every Scenario

The interface dynamically computes the optimal test decision for any state of knowledge, guiding users to stop, continue, or refine testing based on payoff analysis. This ensures decisions align with cost-benefit objectives, conserving resources.

Terminal Decisions: Stop testing and take action—whether to reject, improve, or accept the system.

Continued Testing: Gather additional data to determine the best terminal action, ensuring confidence in the final decision.

By balancing cost, risk, and value, the interface empowers users to make smarter, data-driven decisions at every stage of testing.

Core Capabilities

Our Expertise

Analytics

Metron's analytics team develops tools to process massive amounts of data, helping our client make sense of their numbers.

Explore Analytics

Decision Support

Metron builds decision-support systems that help operators make the best possible decision even in chaotic situations with ambiguous information.

Explore Decision Support

We can help determine if Dynamo is right for your application