# CodeSignal Launches Agentic Skills Intelligence for Real-Time Performance Coaching New AI-driven platform analyzes actual work activities to provide personalized skill development and certification. - **Source:** [Josh Bersin](https://joshbersin.com) - **Published:** 2026-11-06 - **Topic:** [technology](https://brifing.si/c/technology) - **Original article:** - **On Brifing:** https://brifing.si/s/2f0601bf-600c-46b8-aa83-4a25b9dcc378 ## Evolution of Skills Intelligence The skills intelligence market originated with companies like Eightfold and LinkedIn, which inferred capabilities from job history and education. Early innovators like Skyhive and Techwolf established the sector before Generative AI emerged. These tools primarily served recruitment needs, helping companies navigate a rapidly changing landscape of technical requirements and professional qualifications. ## Transition to Generative AI Generative AI models, including ChatGPT and Claude, fundamentally transformed assessment capabilities. Beyond simple tests, these tools now analyze actual work artifacts like code, documents, and emails. This shift allows platforms to move from static pre-hire assessments to deep, ongoing evaluations of employee performance and internal job mobility applications. ## CodeSignal's Strategic Expansion Founded by MIT graduate Tigran Sloyan, CodeSignal evolved from a pre-hire assessment tool into a comprehensive development platform. The introduction of Cosmo, an AI tutor, enabled personalized learning and business simulations. This expansion allows the company to address both the $300 billion recruitment market and the $400 billion skills development sector. ## Agentic Skills Intelligence Launch The new Agentic Skills Intelligence product functions as a development agent that observes and analyzes real work activities. By leveraging a dataset of over 20 million benchmarks, it provides coaching tailored to specific behaviors. This approach moves beyond measuring isolated skills to understanding the context of how work is actually performed. ## Expert Evaluator Agents The platform utilizes specialized evaluator agents that act as experts to observe ongoing work. This creates a full, dynamic profile of an individual's capabilities rather than a snapshot from a single test. The system is designed to provide continuous feedback, which helps employees improve their performance through targeted, real-time development interventions. ## Competitive Market Landscape Numerous vendors compete in this space by focusing on specific niches. HackerRank specializes in IT assessments, while Pluralsight targets AI and IT skilling. Eightfold focuses on sourcing and AI-driven interviewing, and SHL concentrates on vertical, retail, and sales assessments. CodeSignal differentiates itself through its focus on the entire context of job skills. ## Broad Enterprise Adoption Major organizations including Meta, Anthropic, Instacart, Visa, and UnitedHealth Group currently utilize CodeSignal's platform. The tool is also integrated into professional certification programs, such as the Global HR Excellence Certification. These implementations demonstrate the platform's versatility in delivering real-world simulations to solve complex organizational challenges across various industry sectors. ## Future of Job Engineering As businesses re-engineer roles, the demand for real-time assessment and coaching continues to grow. CodeSignal's focus on identifying, categorizing, and benchmarking skills provides a robust framework for this transition. The platform's ability to integrate into existing workflows suggests a significant shift toward data-driven, continuous professional development in the modern workplace. ## Sources covering this story - https://joshbersin.com/2026/11/codesignal-agentic-skills-intelligence-builds-validated-skills-for-real/ — --- _Summary written by Brifing from the original reporting. Copyright in the original article belongs to its publisher; read the full piece at the link above._