
UK AI Energy & Infrastructure Intelligence
Understand how artificial intelligence is reshaping electricity demand, data centres, infrastructure investment and the future UK energy system.
Explore specialist tools, calculators, infrastructure analysis and UK-focused research designed to explain the real-world energy impact of AI.
Four areas of AI energy intelligence.
Start with a theme and dive into the specialist tools, calculators and analysis within each.

AI Energy
Explore how artificial intelligence consumes electricity and impacts carbon emissions, water demand and energy use.
- AI Query Energy Calculator
- AI Appliance Comparison Tool
- AI Carbon Calculator
- AI Water Usage Calculator

UK Electricity Grid
Understand how AI growth may affect electricity networks, substations, capacity planning and infrastructure investment.
- AI Demand Forecast Tool
- Grid Capacity Checker
- Electricity Demand Modeller
- Energy Cost To Society Calculator

Data Centres
Track AI infrastructure, data centre development and regional investment across the UK.
- Data Centre Directory
- Data Centre Impact Checker
- AI Investment Map

Future Scenarios
Explore possible AI growth futures and understand their implications for energy systems and infrastructure.
- Infrastructure Risk Assessment
- Infrastructure Spending Tracker
- Scenario Comparison Dashboard
Start with our most-used tools.

AI Query Energy Calculator
Estimate the electricity your AI text, image and video usage consumes — in kWh and £.

AI Carbon Impact Calculator
Estimate the carbon footprint of AI usage across prompts, images and video generation.

AI Grid Capacity Checker
See how AI growth may affect regional electricity networks, substations and connections.

AI Electricity Demand Forecast Tool
Explore how AI adoption could shift UK electricity demand from 2026 to 2035.

Data Centre Impact Checker
Assess the local impacts of a data centre on jobs, grid pressure and water demand.

AI Investment Map
Explore AI infrastructure investment and project locations across the UK.
Research & commentary.

How AI is reshaping UK data centre development
New data centre proposals across Britain and what they mean for local grids, planning and investment.
Read article
The hidden electricity demand behind every AI prompt
Where AI's energy use comes from — from training to inference — and why it matters for the UK grid.
Read article
Can the UK grid keep pace with AI growth?
Capacity, renewables and connection queues as AI drives a new era of electricity demand.
Read articleWhy AI energy matters.
Artificial intelligence is becoming one of the fastest-growing sources of electricity demand worldwide. As AI adoption increases, governments, businesses and consumers face growing questions around energy and infrastructure. AcrossAI provides tools, analysis and research to help explain these changes.
- Electricity demand
- Data centre growth
- Grid capacity
- Water consumption
- Infrastructure investment
- Energy costs
UK AI energy briefing
A short email covering AI electricity demand, data centres and grid impact stories that matter for the UK.
Explore the Future of AI and Energy
Discover how artificial intelligence is changing electricity demand, infrastructure planning and the future UK energy system.
Explore All Tools