AI Operations Software Becomes a Strategic Priority
AI operations software is software that applies artificial intelligence to real-time operational decision making, giving frontline teams faster access to data, guidance, and predictions so they can reduce disruption, improve safety, and run complex systems more efficiently. A new wave of funding shows how central this technology is becoming. Three specialist platforms—Overwatch AI, ClearOps, and Slamcore—have together secured more than USD 24 million (approx. RM110.4 million) to modernize aviation, industrial OEM software, and robotics-heavy environments. Each focuses on a different pain point, but all aim to close the gap between data and action for operations managers. Their investors include strategic names such as Hitachi Ventures and ROKStar Ventures, underscoring that AI-driven operations is not a side experiment but a core business priority for industrial and automation leaders.
Overwatch AI Targets Flight Disruptions with Aviation Operations AI
Overwatch AI is building aviation operations AI that lets pilots, cabin crew, and operations managers query critical procedures through natural language rather than searching fragmented systems. Founded by former airline pilot Leo Kotil and entrepreneur Nikita Kaeshko, the platform consolidates airline documentation and systems into one AI-powered interface grounded in official sources. The company has raised USD 1.5 million (approx. RM6.9 million) in pre-seed funding and already supports more than 30,000 flights per month. Overwatch AI reports that airline teams save about 150 hours per employee annually and that airlines can save up to USD 4 million (approx. RM18.4 million) per year through fewer disruptions and faster decisions. For carriers, the appeal is clear: fewer delays, higher compliance, and better crew productivity without replacing existing infrastructure.
ClearOps Builds an AI Operating System for Industrial OEM After Sales
ClearOps is positioning itself as the AI operating system for industrial OEM after-sales operations, a crucial but often neglected part of industrial OEM software stacks. The company raised €8.6 million in Series A funding, led by Hitachi Ventures with participation from Schoeller Group and Barkawi Group, to address costly downtime in sectors like construction, agriculture, and logistics. Its platform connects manufacturers, dealers, service partners, and machines without overhauling existing systems, aggregating service supply chain data so teams can predict demand, automate workflows, and improve repair execution. ClearOps says its customers, including AGCO and Terex, have seen parts availability improve by up to 40%, parts sales increase by 5% to 15%, and repair times fall by as much as two days. The new capital will support global expansion and deeper AI capabilities for connected service networks.
Slamcore Delivers Spatial Intelligence for Human-Operated Fleets
Slamcore focuses on spatial intelligence software that helps factories and warehouses gain visibility into their manual vehicle fleets, which often remain “digitally dark” despite high automation spend. The company has raised USD 14 million (approx. RM64.4 million), bringing its total funding to USD 40 million (approx. RM184 million), from investors including ROKStar Ventures, a subsidiary of Rockwell Automation. Using a stereo camera and proprietary visual AI, Slamcore maps vehicle position and behavior across a facility without GPS, beacons, or floor markers. Its Slamcore Aware product gives operations managers real-time visibility of every vehicle, while Slamcore Alert monitors driver behavior and proximity to people and structures to detect near misses before they become incidents. According to Slamcore, this infrastructure-level view supports smarter utilization, shorter investigations, and meaningful reductions in idle time, while building a valuable operational data set for the next generation of physical AI.
A Converging Trend in Operational Decision Making and Enterprise AI Funding
Taken together, these three deals highlight a clear trend: investors are backing AI operations software that shortens the path from data to action in complex environments. Overwatch AI speeds decisions for airline crews; ClearOps improves uptime and service execution across industrial after sales; Slamcore adds real-time spatial awareness for factories and warehouses. Enterprise AI funding is flowing not toward abstract experiments, but toward tools that frontline teams can use immediately to cut disruption and improve safety. Strategic investors such as Hitachi Ventures and Rockwell Automation’s ROKStar Ventures signal that AI-driven operations is becoming core infrastructure, not a peripheral add-on. As more industrial assets become connected, demand will grow for platforms that coordinate people, machines, and data in one operational decision making layer—turning AI from a reporting tool into the control system for day-to-day operations.