TruEra

TruEra fills a critical gap in your AI stack, explaining and testing model quality throughout the lifecycle. TruEra's AI Quality solutions explain, debug, and monitor machine learning models, leading to higher quality and trustworthiness, as well as faster deployment. Backed by years of pioneering research, TruEra works across the model lifecycle, is independent of model development platforms, and embeds easily into your existing AI stack.

With major offices in the US, the UK, and Singapore, TruEra is ensuring that machine learning delivers value and benefit to organizations, customers, and citizens alike.

General
RepositoryTruEra on GitHub
TypeAI Quality Solutions

Start building with TruEra

TruEra provides a range of AI Quality solutions to enhance the trustworthiness and quality of machine learning models. Whether you need to explain, debug, or monitor your models, TruEra has the tools you need for success.

TruEra TruLens Tutorials


TruEra Products

TruEra offers a suite of products and solutions for developers and AI professionals:

  • TruEra Diagnostics: Identify issues and enhance the quality of your machine learning models.
  • TruEra Monitoring: Monitor model performance and gain insights into model behavior.
  • TruEra Platform: An integrated platform for model explainability and quality control.
  • LLM Observability: Understand and control your model's performance in production.

TruEra on GitHub

Explore TruEra's open-source projects on GitHub, including examples and tools for machine learning practitioners:

Discover how TruEra can help you achieve better, more reliable machine learning models and gain insights into your AI stack's performance.

TruEra AI Technologies top builders

Explore the top contributors showcasing the highest number of TruEra AI Technologies app submissions within our community.

TruEra AI Technologies Hackathon projects

Discover innovative solutions crafted with TruEra AI Technologies, developed by our community members during our engaging hackathons.

Fresno LUX: A Living City

Fresno LUX: A Living City

Fresno LUX is a prototype for a living intelligence layer across an entire city. Fresno already contains enormous amounts of intelligence: residents know where problems exist, nonprofits know where help is needed, businesses know where opportunities exist, educators understand gaps in learning, researchers generate knowledge, and government maintains critical infrastructure and data. The problem is that much of this intelligence is fragmented across disconnected systems. Fresno LUX connects those pieces. The platform creates a shared city graph where people, organizations, resources, needs, projects, observations, experiments, and outcomes become connected nodes. Instead of simply collecting data, LUX continuously asks: What is happening? What do we know? What is missing? What can we test? What changed? A community problem can become an observable signal. That signal can become an experiment. The experiment produces evidence. Evidence changes the system's understanding. That updated understanding informs the next action. Observe → Connect → Understand → Act → Measure → Learn → Converge. The goal is to move Fresno from disconnected information toward collective intelligence—a system where knowledge can travel across boundaries and successful solutions can be discovered, tested, measured, and replicated. LUX is designed to make the invisible connections visible: the relationship between a neighborhood and its resources, between a student and educational opportunity, between a business and workforce capacity, between environmental conditions and community health, and between an idea and measurable real-world impact. This hackathon prototype demonstrates the beginning of a Living Fresno Graph: a city that can observe itself, learn from evidence, and coordinate toward better outcomes.

NetConnect

NetConnect

Public Sector Network Connectivity Analyzer The Public Sector Network Connectivity Analyzer is a comprehensive solution designed to address the critical need for reliable network monitoring across public institutions. Our application serves as an essential tool for IT administrators managing connectivity infrastructure for schools, healthcare facilities, government offices, libraries, and other public service organizations. Core Capabilities Real-Time Network Visualization Interactive diagrams and topology maps provide clear visibility into how public institutions are connected, displaying network elements, connection points, and infrastructure components with intuitive visualization tools. Performance Monitoring System Our platform continuously tracks vital network metrics including uptime percentages, latency measurements, bandwidth utilization, and connection status across the entire public sector network, enabling proactive management. Advanced Simulation Engine IT professionals can run comprehensive simulations to test network resilience under various scenarios such as increased user loads, infrastructure failures, or cyber incidents, helping identify vulnerabilities before they impact critical services. Institution Management Portal Administrators can efficiently manage information about connected institutions, monitor their connection status in real-time, and access detailed performance metrics through a unified dashboard interface. Geographic Mapping Integration Our system incorporates geographic visualization capabilities to display the physical distribution of institutions and network infrastructure across regions, facilitating better resource allocation and planning. Technical Implementation This solution addresses the unique challenges faced by public sector organizations that require reliable connectivity for delivering essential services to communities, while providing the tools needed to ensure network resilience, performance, and security.