extrope
[scalable tranformation]

complex systems expertise

|  energy & distributed energy systems  |

|  intelligent industrial operations  |

|  autonomous and multi-modal transportation  |

|  automated manufacturing, supply chain and logistics  |

|  smart city and civil infrastructure  |

the key to unlocking the potential of advanced data analytics is extracting insight and more importantly, automating value release.  robust and secure digital infrastructure combined with open, accessible and advanced analytics techniques, including AI and Machine Learning, are are opening new horizons for system understanding and value capture.

a monumental movement from legacy, closed, proprietary hardware/software products to compatible and interoperable open hardware/software systems is underway.  commoditized, powerful compute and precise sensors on assets and equipment are enabling novel data streams and high resolution.  the combination of high fidelity fused datasets with powerful edge/fog computing is enabling next generation of distributed and autonomous systems.  It is the convergence of digital and physical and it will power the autonomous mine, vertical farm and warehouse of the future.

digital innovation alone can not solve our most pressing problems.  science, first principles science (ie physics, chemistry, biology, geology, cosmology) has been, and is, fundamental to understanding. a convergence of science and digital is occurring and resurrecting hard science innovation.