Overview
Panna, an enterprise-grade AI technical interviewing platform (part of the Glider AI ecosystem as of 2025/2026), is architected to eliminate the friction and fraud prevalent in remote technical recruitment. By 2026, Panna has evolved into a comprehensive talent intelligence engine that utilizes sophisticated NLP and Computer Vision to monitor candidate integrity and evaluate core competencies in real-time. The platform's technical core features a dynamic coding environment supporting over 40 programming languages, integrated with a proprietary AI proctoring suite that detects non-verbal cues, eye movement, and multi-user presence. Beyond mere screening, Panna leverages machine learning models trained on millions of technical interview data points to provide a 'Skill Score' that predicts job performance with higher accuracy than traditional CV screening. Its 2026 market position is defined by its 'Anti-Cheat 2.0' protocol, which includes browser lockdown, plagiarism detection, and voiceprint verification, making it the gold standard for high-stakes technical hiring in a landscape saturated with LLM-assisted candidate fraud. The architecture is built for seamless enterprise integration, providing bi-directional synchronization with major ATS providers to ensure a unified recruitment workflow.