# Strategic Roadmap

<figure><img src="/files/tthduPGdk2yeysGny56Y" alt=""><figcaption></figcaption></figure>

There are three broad initiatives that we will invest in to improve our value to node operators and data users effectively creating a moat for our services.

## Increasing Nodes For Better Coverage

Density of geographic coverage is a key to our value proposition. The optimum location of the nodes will depend on a number of factors including terrain, elements etc. Our focus will be to proactively identify blind spots in the data and seek node operators in that vicinity.

## Create New Data Layers

We will work with data users to provide other data feeds based on their requirements. With our established node network, we can implement sensors for other data types and API’s like GHG emissions easily and cost effectively.

For example:  &#x20;

1. dMRV operators (Hedera Guardian) that require data feed could engage Ecosphere to collect this data.
2. A tokenized ownership models for pico satellites as another node type in the Ecosphere network.

## Enhance Forecasting With AI and ML

Initial use cases we expect will demand a full service proposition where Ecosphere provides the outputs and not just the raw climate data. We are evaluating open source AI models such as Graphcast from Google Deepmind to be integrated with our climate data oracle for weather forecasting.


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