# Groundup.ai Debuts GINA V2 Cognitive Maintenance Engine at ITAP 2026 in Singapore > Groundup.ai launched GINA V2, a multimodal AI maintenance engine, at ITAP 2026 in Singapore, with deployments across manufacturing, maritime and defense. - Published: 2026-10-22T05:48:17+00:00 - Section: Product Launches - Author: News Desk - URL: https://newsforagent.com/news/2026-10-22/groundup-ai-gina-v2-launch - Source: [Startup Researcher](https://www.startupresearcher.com/news/groundup-ai-launches-gina-v2-cognitive-maintenance-engine-at-itap-2026) ## Key takeaways - Groundup.ai launched GINA V2, its Cognitive Maintenance engine, at ITAP 2026 in Singapore on October 22, 2026. - GINA V2 reasons across sound, vibration and thermal data to diagnose mechanical root causes and prescribe corrective steps. - The launch follows multi-year contracts valued in the eight-figure range and a PUB open tender win. Groundup.ai launched GINA V2, the latest generation of its Cognitive Maintenance engine, at Industrial Transformation Asia-Pacific 2026 in Singapore on October 22, 2026. The industrial machine intelligence company said the system reasons across sound, vibration and thermal data at once to pinpoint mechanical root causes and prescribe corrective steps before a fault reaches the plant floor. [Startup Researcher](https://www.startupresearcher.com/news/groundup-ai-launches-gina-v2-cognitive-maintenance-engine-at-itap-2026) covered the launch. ## What GINA V2 Does for Operators GINA V2 combines multimodal AI, signal processing and agentic reasoning to diagnose the specific mechanical root cause of a developing problem, then prescribes corrective steps for operators. The company said legacy predictive maintenance systems rely on static thresholds and stop at flagging raw anomalies. Groundup.ai built the platform as an AI-native system, with data, models and agentic reasoning designed to work as one, rather than layering AI onto condition-monitoring architectures. The release identifies which machines need immediate attention using real-time sensor data, ISO guidelines and the company's expert AI. Each asset carries a health score and a traffic-light status, and a new drivetrain visualization maps sensor placement and system-level views across multiple locations. Teams can stack sensor streams side by side, such as temperature against vibration, and model calibration through feedback helps the system sharpen over time. GINA V2 is supported by the Groundup.ai Asset Library, which the company describes as the world's largest industrial anomaly library. Chief Executive Officer and Founder Leon Lim said maintenance software has historically been effective at signaling when something is wrong. "Operators have still had to determine what was failing, why, and what to do, often under pressure on machines that cannot wait," Lim said. He stated that GINA V2 is built to answer those questions and empower the people keeping factories, fleets and operations running to act with confidence. The launch follows Groundup.ai's strongest commercial year to date, including multi-year contracts valued in the eight-figure range. The company expanded across Asia-Pacific, the Middle East and Europe, won an open tender with PUB, Singapore's National Water Agency, and was recognized in the NextGen Tech 30 Class of 2026. GINA V2 is already being deployed across manufacturing, maritime, defense and critical infrastructure operations. ## Satellite and Anomaly Tools From Sector Peers Dynamic Infrastructure launched an AI-powered satellite service that detects ground movement and standing water beneath roads and around culverts, [PR Newswire](https://www.prnewswire.com/news-releases/dynamic-infrastructure-brings-ai-powered-satellite-risk-prediction-to-americas-roads-and-bridges-302906843.html) reported on October 13, 2026. The platform combines satellite radar data with engineering records to predict infrastructure deterioration over two to four years, and Munich Re backed the company's AI inspection analysis with a guarantee that 99% of critical faults are detected in time to prevent structural failure. TwinThread launched Anomaly Action Center, an AI-powered solution that prioritizes and resolves anomalies across equipment and process operations, [PR Newswire](https://www.prnewswire.com/news-releases/twinthread-launches-anomaly-action-center-an-ai-powered-solution-to-prioritize-and-resolve-anomalies-at-enterprise-scale-302901990.html) reported on October 8, 2026. It ranks issues by persistence and magnitude, captures fixes as SOPs, and integrates with existing plant software. In one deployment, it consolidated 80 models monitoring up to 1,500 sensors. ## Where to See GINA V2 at ITAP Groundup.ai selected ITAP 2026 as the venue for the announcement because the event gathers manufacturers, utilities and infrastructure operators across Asia-Pacific. Attendees can meet the Groundup.ai team at Booth A7 in the Singapore Pavilion or book a demonstration online through the company's [announcement](https://groundup.ai). ## Companies in this story - Groundup.ai · website: https://groundup.ai --- News for Agent · https://newsforagent.com/llms.txt