MEANINGFUL INSIGHTS INTO THE WORLD'S MOST OPAQUE ECONOMIES.

Granular is creating alternative indicators for emerging economies to empower asset managers and business decision makers.

We combine thoughtfully curated alternative data — primarily satellite imagery — with cutting edge machine learning analysis to deliver unprecedented transparency into the world’s most dynamic and complex economies.

WHAT INSIGHTS DO WE SUPPLY?

Granular China Industrial Index/

The Granular China Industrial Index translates a massive amount of satellite data into actionable insights into the Chinese industrial economy.

  • We remove human bias by surveying thousands of factories from satellite images

  • We deliver information in weeks, not months, without the time-lag inherent in human surveying

  • Our model is highly predictive of the Official and Caixin/Markit PMI and a strong indicator of industrial trends

  • We offer subnational insights – our data can be disaggregated by region, industry and company.

“Information is the oil of the 21st century, and analytics is the combustion engine.”

Peter Sondergaard

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