Our Software

Is a novel tool that combines both data and uncertainty in a unique and intuitive visual to convey the spatial quality of data (2D and 3D), thus communicating spatial data distribution in a holistic way and allowing decisions to be made with substantially greater confidence.

What We Do

The VGM uses varying grid cell sizes to visually communicate and constrain the uncertainty; smaller grids representing less uncertainty, and larger grids representing greater uncertainty.

The VGM is a user-driven tool. It gives the user flexibility in the selection of uncertainty criteria and grid resolution, which enables optimal visualization of relevant opportunities versus knowledge gaps.

“Bringing Uncertainty to the Forefront of Informed Decision Making”

Why Varigrid?

The first visual tool to communicate the data and its uncertainty in one combined visual.

Information on the quality of your data is underestimated across geospatial visualization tools. As the use of big data and data analytics continues to play an increasing role across virtually all industries, it is crucial that uncertainties are appropriately quantified and represented in final products used to support those decisions. This serves to reduce risks and improve the value of the information presented.

Industries (Data Visualization Platforms):

The VGM offers to enhance your platform workflows by:

Scientists/Engineers

The VGM offers the ability to display data and its uncertainty in a harmonized, efficient, ...

Data Collectors?

The VGM offers an efficient and effective tool for assessment of spatial data quality and provides an effective validation of the true value of spatial data on hand.

“The VGM provides simultaneous quantification and visualization of data and its uncertainty”

How It Works?

How do we communicate high vs. low confidence in areas of a spatial map, 2D or 3D?
VGM utilizes varying grid cells to visually communicate the quality of your data, highlighting opportunities vs. knowledge gaps.

But what about UNCERTAINTY?

How do we communicate high versus low confidence in areas of a spatial map, 2D or 3D? For example:

This highlights a need to include information about uncertainty in spatial maps; to shed light on the quality and quantity of data used, to better inform decisions utilizing the data.

VGM over Interpolation

VGM over averaged data within each grid

Why VGM?

VGM utilizes varying grid cell sizes to visually communicate and constrain uncertainty.

The VGM not only helps to point out knowledge gaps in data, but it also points to opportunities by highlighting sections where there is reduced risk i.e. areas with both high potentials with high confidence (low uncertainty).

Industry segments

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Industries (Data Visualization Platforms):

The VGM offers to enhance your platform workflows by:

Scientists | Engineers

The VGM offers the ability to display data and its uncertainty in a harmonized, efficient, and intuitive visual that will significantly ease your communication with decision makers and facilitate an objective approach to risk reduction and mitigation.

For those involved in the procurement of data, the VGM further enables the optimization of data acquisition by providing a simple tool to validate investment in data through an objective approach to achievement of reduction in uncertainty.