Mapping Insight is an independent technology consulting practice led by Grace Kim, PhD, a former Earth scientist with more than a decade of experience at the intersection of strategy and engineering. Based in Western Massachusetts and serving organizations nationwide, the practice helps businesses, federal agencies, and research institutions turn geospatial, alternative, and other complex data into clear, actionable insight.

Mapping Insight offers technology strategy and design, data and AI consulting, analytics execution, applied research support, and insight delivery. Its work includes building secure, reliable large-scale data systems that bring together varied sources such as geospatial information, imagery, and text. The tools and analysis are designed to help organizations understand risk, anticipate impact, and make informed decisions.

The practice also develops AI-powered tools to process real-time information and produce structured insights for challenging fields, including public health and national security. Mapping Insight can help organizations optimize their technology stack and make complex data more useful to the teams that rely on it.