Birds eye view of valleys carved by rivers
Research & Development Page Title

macro-eyes is rooted in research. From large-scale investigations that extend over months to micro inquiries or an experiment that runs at speed for an intense week. R&D is part of each day for all of us. And we often have no other choice but to build what hasn't been built before; we wish this was not so frequently the case.

Global Health
Namib Desert Health Equity Predictive Supply Chain for Vaccines

In rare cases, pure research will develop into pragmatic products. It is rarely a straight line. Research shapes how we see the world and refines our model of where we believe we can make an impact.

We have examined and chosen not to address many problems in healthcare. Research should lead far more frequently to negation than it does to affirmation. If that is not the case, then the research is not bold enough; there is not sufficient risk.

macro-eyes works with a global community of experts in global health, design and user experience and with leading figures in AI.

Portrait of Haiting Zhu Portrait of Ben Oppenheim Logo of PATH
Portrait of Nita Stith Portrait of Moez Draief
Logo of John Snow, Inc Logo of Village Reach

These relationships come out of a common focus on how machine learning must broaden and strengthen the pattern recognition than is inherent to domain experts across health: from clinicians to health workers; from a leader at the ministry of health charged with supply chain redesign to those on the front-lines of care charged with bringing in populations who are difficult to reach.

Medicine is pattern recognition. It is differentiating signal from noise. We want technology to leverage expertise and bring muscle and scale to the human ability to recognize and act on meaningful pattern in the data that describes health and the context for care.

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Birds eye view of valleys carved by rivers
Research & Development Page Title
Global Health
Namib Desert Health Equity Predictive Supply Chain for Vaccines
Portrait of Haiting Zhu Portrait of Ben Oppenheim Logo of PATH
Portrait of Nita Stith Portrait of Moez Draief
Logo of John Snow, Inc Logo of Village Reach
Birds eye view of valleys carved by rivers
Research & Development Page Title
Predictive Supply Chain for Vaccines Global Health
Namib Desert Health Equity
Portrait of Haiting Zhu Portrait of Ben Oppenheim Logo of PATH
Portrait of Nita Stith Logo of John Snow, Inc Portrait of Moez Draief
Logo of Village Reach