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AI


Why Real Estate Companies Are Using AI to Reduce Budgeting by 90% and Leave the Office Before 9PM
Let’s be honest: budgeting in real estate feels a lot like going to the dentist. You know it’s important, you dread it every year, and the process usually involves spreadsheets so large they could double as medieval torture devices.
Real Ops
Oct 3, 20252 min read


Solving the Parts Chaos: AI-Driven Taxonomy and Visual Classification for OEM and Aftermarket Supply Chains
In today’s parts ecosystem, confusion is everywhere. From OEMs to aftermarket distributors, everyone uses different names, product codes, and data structures. A single physical part can have multiple identifiers depending on who you buy it from. The result is frustration, inefficiency, lost sales, and expensive support issues. We built a system to eliminate that chaos. Our patented Parts Classification and Search System brings structure to disorganized, inconsistent, and uns
Real Ops
Aug 7, 20253 min read


Differential Mapping + Visual Search: The Future of Real-Time Terrain Intelligence Without the Data Drag
In high-data, high-stakes environments such as military operations, traditional mapping systems are no longer enough. Teams operating in dynamic conditions need to understand what has changed in their environment without downloading massive geospatial datasets. They also need to search and interpret visual information without relying on manual tagging, labels, or text-based queries. That is why we built an AI system that does both. Differential mapping to detect environmenta
Real Ops
Aug 7, 20253 min read
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