Measure What Matters
Driving AI’s market readiness, Civitaas pioneers methods to measure AI system quality, safety, and utility in the real world.
Driving AI’s market readiness, Civitaas pioneers methods to measure AI system quality, safety, and utility in the real world.
THE CIVITAAS APPROACH
We help you...
Measure AI’s ROI in your context.
Navigate Al-driven trends in your sector.
Lower your testing costs.
Gather in-depth insights
Our evaluation scenarios empower users to provide direct, real-time feedback as they interact with AI systems.
Evaluation Scenarios
Common Communication Protocols
Put outcomes into practice
Civitaas scorecards help you compare system performance against your goals.
Builds on Contextual Insights from Reveal
Scorecards
Simulate dozens... or millions
Predictive analytics for risks, trends, and outcomes.
Extends Insights Across Scenarios
Model Real-World Dynamics and Behaviours
Comprehensive analytics
Collaborative team workflows
Custom evaluation criteria
Secure data management
Priority support available
Flexible integrations
You wouldn’t run your whole business on ‘what usually works in other companies’—so why rely on static AI benchmarks instead of seeing how it actually works in your world?
We help you define your questions and contexts, then engage end-users, consumers, and experts to test your products in real-world scenarios.
Learn what actually breaks in real deployments of your AI technology.
Includes all Reveal Package Features plus...
Test output is transformed into detailed analytics and metrics.
Use our scorecards to compare your products’ utility, quality, and safety.
Turn testing insights into practical AI governance, procurement, and deployment decisions—and focus on the concrete risks and benefits that matter most for your workflows.
Includes all Reveal and Examine Package Features plus...
Explore additional questions about your AI deployments through large-scale simulations with digital twins.
Assess trade‑offs before committing to a broader rollout.
Analysis and research on the real-world impact of AI.
Forum for Real-world AI Measurement and Evaluation
Virginia State University
Civitaas Insights directs and manages the Forum for Real-World AI Measurement and Evaluation (FRAME) at Virginia State University.
An interdisciplinary collective fostering the next generation of AI measurement science, FRAME’s mission is to transform the practice of AI evaluation by focusing on what systems actually do in the real world and what their outcomes mean for people and institutions.
Explore the Forum
Civitaas is co-founded by research scientists with expertise in Al ethics, human behavior, measurement, and applied and theoretical Al — along with decades of experience connecting technology development to the people who use and manage it.
A theoretical machine learning researcher, Gabriella holds patents for AI innovations and computational methods to measure responsibility in AI. She also serves as the Director of the Center for Responsible AI at Virginia State University, is an AI policy advisor, and CEO of Progressive Heuristics.
A linguist, measurement scientist, and research practitioner with a 20+ year career in federal service, Reva has pioneered innovative evaluation protocols to help government agencies implement advanced tech in high-risk, high-consequence settings. She is also a leading figure in AI assurance, AI risk management and trustworthy and responsible AI.
