HERE Technologies, a leading mapping and location technology company, has announced ‘HERE Location Reasoning’ described as a geospatial, advanced grounding solution that will enable AI models, agentic systems and enterprise deployments to deliver deterministic, location-aware outcomes in real-world environments.

As AI agents move from answering questions to executing tasks, HERE says location becomes a critical dependency. Yet, traditional LLMs are not designed to handle dynamic spatial reasoning. Moreover, it says the inconsistencies in location reasoning create real-world risk and cost: missed routes, failed automation, higher costs and operational friction.

HERE Location Reasoning – the company says - will help address this gap by offloading spatial computation from the language model itself, built to be called by an AI system at runtime. Instead of relying on probabilistic reasoning, it will convert location-based questions into structured execution flows, automatically selecting the right HERE map data and location services and fresh, dynamic data (such as traffic, road attributes and network conditions) to produce consistent, decision-ready answers.

“AI can describe the world, but it cannot reliably compute how the world works. HERE Location Reasoning will change that,” said Christopher Handley, Senior Vice President of Product Management at HERE Technologies. “As organizations move beyond basic, open data-driven queries to complex, real-world decisions, they are hitting a clear limit: AI models lack the data fidelity and capability to resolve spatial problems efficiently and cost effectively. HERE Location Reasoning aims to provide the missing execution layer, enabling AI systems to compute spatial outcomes accurately and consistently, so they can act in the physical world with speed, confidence and minimal oversight.”