open-source intelligence for government agencies

data is unique, and so is intelligence

Unlocking the power of machine learning (ML), artificial intelligence (AI), and open-source innovation is crucial for agencies worldwide. However, data scientists and analysts face a major hurdle as computing demands increase: accessing and comprehending data within a scalable infrastructure.

open-source intelligence for government agencies

data is unique, and so is intelligence

Black line art brain with data points and tools and gears representing AI and open source

meet Onyx: an artificial intelligence and machine learning solution

Onyx is MetroStar’s data experimentation platform built on open-source technologies. The platform makes it easy for teams to mine data insights quickly and effortlessly. With a curated selection of open-source and commercial tools, Onyx integrates smoothly with your data workflows to enable mission-critical products.

Whether you’re a data scientist, engineer, analyst, or non-technical user, Onyx is approachable and attainable, making advanced ML more accessible. Our platform also reduces costs, technical complexity, and infrastructure integration time.

meet Onyx: an artificial intelligence and machine learning solution

MetroStar’s ML Platform Onyx is a powerful — yet, approachable and attainable — set of ML capabilities that effectively integrates with data workflows to enable mission-critical products. Using a curated set of scientific open-source and commercial tools, Onyx helps teams mine data insights quickly and frictionlessly.

Our team can reduce costs, technical complexity, and the infrastructure integration time needed to perform advanced ML on your data because Onyx offers open-source and easily integrated tools for data scientists, engineers, analysts, and even non-technical users.

the power of Onyx: request AI demos

Optical Character Recognition

A human-in-the-loop solution that rapidly extracts metadata from video to reduce time and effort to diagnose software challenges.

Demonstrates:

Human-in-the Loop modeling
Interactive dashboarding
Graduating experiments between reproducible environments

Forecasting

To help farmers anticipate crop yields this demonstration shows a model that estimates corn yield based on a statistical model using weather patterns and species of corn as inputs.

Demonstrates:

Large scale statistical simulations
Forecasting with highly variable events
Visualizing possibilities with varying degrees of confidence

Facial Recognition

This prototype demonstrates user verification through facial recognition using deep learning. By extracting features and measuring similarity deep learning models are able to act as a second factor of authentication through a custom KeyCloak configuration.

Demonstrates:

Custom authentication
Deep learning for entity comparison

Extending Open-Source and Model Explainability

Powerful open-source models have redefined the standard for tasks from natural language to computer vision. This demonstration shows how to leverage existing open-source models as a baseline to develop a totally new solution with minimal labeled data while using model explainability libraries to understand what the model is using to make decisions.

Demonstrates:

Rapid prototyping with explainability
Object detection and classification
Extending open-source capabilities for refined use cases

request a demo

the end-to-end-platform allows users to:

Organize Data

Ingest, transform, catalog, and store any data across any streaming, tabular, synthetic, and structured formats.

Collaborate

Can be used across your entire data science team.

Develop Models

Train, test, and tune custom use case models from descriptive and classical statistics to deep learning.

Deploy

Operationalize the delivery of models with integrated experiment tracking allowing for ethical AI and constant model improvement.

Monitor

Model health, management, security, provenance, drift, and quality.

Visualize

Display model outputs and data analyses through collaborative visual dashboards.

Portability

Enables flexibility by bringing the platform to the customer’s data.

Experiment Tracking & Explainability

Community-Backed Open-Source

Paired Expertise

Secure & Hardened

built using a proven and mature scientific Python ecosystem

key benefits

Onyx allows for admin control of data access and collaboration and allows customers to retain 100 percent of their data rights.

Improved Decision Making

Spend less time managing and tracking data and more time deriving actionable intelligence to make valuable business decisions.

Lower Total Cost of Ownership

Onyx leverages community-backed open-source components, which eliminates ongoing licensing costs and shares the maintenance costs among the community.

Break Down Silos

Streamlining the data architecture enables easier access across your organization, encouraging transparent, accurate, and faster collaboration.

dynamic solutions in action

Partnering with the U.S. Air Force to Enable Large-Scale Analytics for Avionics Flight Data

MetroStar partnered with the U.S. Air Force to develop a secure, classified, open-source platform to tame their data deluge. MetroStar unified open-source tools within a secure data science platform allowing defense agencies to unlock critical data for their mission goals

Exploring Computer Vision and Artificial Intelligence in Defense Environments

MetroStar’s AI Team uses scalable techniques that enable our clients to take on Computer Vision projects in a hardened, secure environment. These environments are designed specific to Platform One standards and solve previously unsolvable problems.

1 to 99 Percent: Democratizing Data through Human-Centered Capabilities for Federal Agencies

Government agencies are racing towards digital transformations that allow them to unlock insights from data at scale.

free ebook

Partnering with the U.S. Air Force to Enable Large-Scale Analytics for Avionics Flight Data

Exploring Computer Vision and Artificial Intelligence in Defense Environments

MetroStar's AI Team uses scalable techniques that enable our clients to take on Computer Vision projects in a hardened, secure environment. These environments are designed specific to Platform One standards and solve previously unsolvable problems.

1 to 99 Percent: Democratizing Data through Human-Centered Capabilities for Federal Agencies

Government agencies are racing towards digital transformations that allow them to unlock insights from data at scale.

free ebook

more case studies

apply AI/ML solutions to critical business problems

Gathering meaningful insights from large amounts of data is a huge task. Furthermore, getting your data science team up and running can take months or years. Onyx offers an immediate solution. Learn more with a demo.

Joe, VP of Product & Design

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check out our other solutions

MetroStar has high-quality, ready-to-use solutions that can be easily tailored and applied to different business challenges.

Our DevSecOps solution, Quartz, provides a GitOps platform tailored to your needs and is capable of multi-cluster settings. Your ecosystem, requirements, and workforce are as diverse as your mission needs.

learn more

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contact us directly

703.481.9581

contact us directly

703.481.9581