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.

the machine learning and open-source Onyx solution logo

open-source intelligence for government agencies

the machine learning and open-source Onyx solution logo

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.

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.

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

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
request a demo

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

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

Can be used across your entire data science team.

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

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

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

Display model outputs and data analyses through collaborative visual dashboards.

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

more case studies
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

let’s talk

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contact us directly

703.481.9581

contact us directly

703.481.9581