Workera, the AI-powered skills verification platform, has introduced Score Appeal, a feature allowing individuals to request human review of their skills assessment results. Human experts, including PhDs in skill measurements, review appeals to determine validity, ensuring ongoing alignment between AI scoring and human judgment. The platform has also expanded with growth tracking capabilities and support for Japanese, enhancing both the depth and global reach of skills verification.
"AI is reshaping how organizations measure skills, but adoption stalls if the results feel like a black box," said Taylor Sullivan, PhD, Head of Product at Workera. "With Score Appeal, Workera is bringing a human into the loop to build trust so both individuals and leaders can take action on skills data with confidence."
Score Appeal integrates adaptive AI with human oversight to create a trust layer. While Workera supports various measurement methods like self-ratings, its objective AI assessments combined with expert human review deliver the most valid and reliable outcomes. When learners contest results, Workera's psychometricians and subject matter experts examine responses and AI reasoning, updating results as needed and sharing detailed rationales for transparency.
Each Score Appeal not only resolves individual concerns but also strengthens the platform by identifying edge cases that enhance AI accuracy over time. This blend of AI scalability and human context sets a new standard for verified skills intelligence.
"Score Appeal is not just a safeguard. It is how we align and further train our AI agents with expert human judgment," said Kian Katanforoosh, CEO of Workera. "It is not uncommon for our experts to debate at length whether our agent has scored someone accurately. Those debates are essentially evals that allow us to benchmark and improve our AI system. Soon our agent will be able to evaluate any skill more validly than the best group of human PhDs in measurement, while remaining aligned with best practices."
Skills evolve dynamically, and Workera's new Skill Growth Insights feature makes this progress observable. Just weeks after introducing voice-based assessments via Sage, the platform now enables organizations to track skill development across their workforce. Unlike systems that offer only snapshots, Workera provides evidence-based tracking, including before-and-after scores, completion data, and improvement velocity. This allows leaders to identify momentum builders and areas of stagnation, fostering data-driven discussions.
Sage, Workera's AI mentor agent, now verifies skills and offers support in Japanese, with translations vetted for technical and cultural accuracy. This expansion meets the needs of enterprises requiring consistent verification standards worldwide.
"Language should never be a barrier to proving what you can do," said Kian Katanforoosh, CEO of Workera. "By making Workera available in Japanese, we're taking a step toward a world where anyone can demonstrate their abilities in their own language and be recognized with the same clarity everywhere."
These updates position Workera as a leader in skills-first workforce transformation, empowering organizations with precise, trustworthy insights for productivity and innovation.
Workera is pioneering the future of skills technology, reimagining how organizations align business needs with verified skills data to future-fit their workforce and accelerate productivity and innovation. Trusted by the Fortune 500 and recognized by World Economic Forum's Tech Pioneers, TIME's Best EdTech Companies 2025, Inc. 5000, and Josh Bersin's HR Tech AI Trailblazers, Workera leverages proprietary AI agents to deliver unparalleled insights into workforce capabilities, utilizing a state-of-the-art skills ontology and large language models for the most precise skill measurements available. Workera was named in Fast Company's Most Innovative Companies list for 2024 alongside Microsoft, Canva, and others leading the AI revolution. Learn more at workera.ai.
TechIntelPro empowers B2B technology decision-makers with the latest industry trends, deep insights, leadership perspectives and actionable intelligence to drive both organizational and professional milestones—and thrive on the tech pulse.