Evidano is powered by Microsoft’s energy-efficient data centers in the US and the Netherlands.
Analyzing ~10 interview transcripts with Evidano has a similar environmental impact to about 1 hour of HD streaming.
What that impact feels like in everyday terms
About 1 hour of HD video streaming
~86.4 Wh total, roughly comparable to about 1 hour of streaming video.
About 10 minutes of a small room air conditioner
~10 minutes of a small 500 W room air conditioner running.
Very small operational water use per project
~25.3 mL in East US (espresso shot size) and ~2.23 mL in West Europe (few drops).
Mitigation measures
How the underlying infrastructure reduces the operational footprint of each Evidano workflow.
Renewable energy procurement
Evidano runs on Microsoft data centers that procure renewable energy to match 100% of their annual electricity consumption.
New cooling approaches
Microsoft’s public data-center material emphasizes low PUE (Power Usage Effectiveness), lower water usage, and newer cooling approaches.
Carbon reduction and removal
Microsoft frames its climate approach around efficiency, renewable procurement, and carbon removal.
Where Evidano data centers are located
Evidano uses Microsoft Azure data centers in Virginia (East US) and the Netherlands (West Europe).
East US
Virginia, USA
Data-center growth in Virginia raises questions about electricity demand growth, land-use pressure, transmission build-out, and local community impacts. Microsoft has put in place mitigation measures through renewable matching, efficiency improvements, and lower-water cooling approaches intended to reduce part of that operational burden.
West Europe
Netherlands
Data-center growth in the Netherlands raises questions about electricity-network congestion, scarce infrastructure capacity, and how quickly physical grid supply is decarbonizing, even though operational water intensity appears materially lower in this region. Microsoft’s renewable matching and lower reported EMEA water intensity help improve the operational picture.
How siting, grid, and land use are regulated in these regions
An individual Evidano workflow is tiny, but the data centers behind it operate within formal zoning, permitting, and grid-governance systems in Virginia and the Netherlands.
Strong land-use frameworks and controlled siting
Data centers developed within established zoning, permitting, and infrastructure frameworks, not through ad hoc expansion into sensitive land.
Structured grid governance and large-user regulation
Electricity demand from data centers is actively managed through formal grid-planning systems, tariffs, and connection controls in both regions.
Established permitting and community-impact oversight
Community, land-rights, and environmental impacts are handled through formal approval processes, zoning law, and infrastructure review systems.
Potential benefits to the environment using AI
A full multi-document analysis that would take a person hours of manual reading finishes in minutes for a small, one-time energy cost. Here is what that trade looks like.
The energy cost of one finished analysis
One full Evidano analysis uses about 86.4 Wh, roughly a quarter of the device energy a person would burn doing the same hours of reading at a laptop and monitor.
The saving comes from skipping repeated work
The win is hours of duplicated reading and re-summarising collapsed into one structured pass. It is not more work, just the same work done once.