Managed phase-out planning tools

The world needs to replace fossil fuels with clean energy sources fast — but we're not moving nearly quickly enough. Even as solar and wind costs have plummeted, we're still adding more fossil fuel capacity than clean energy in many regions. The challenge isn't just building more renewable power plants. It's also storing that energy when the sun isn't shining, upgrading ancient electrical grids, speeding up painfully slow permitting processes, and dealing with the reality that we've already built trillions of dollars worth of coal and gas infrastructure that someone paid for and expects to keep running.

Meanwhile, nearly a billion people still lack electricity entirely, and even in wealthy countries, our energy systems are rigid and wasteful. We need technology solutions that make clean energy cheaper, faster to deploy, and more reliable than fossil fuels — not just sometimes, but always.

The world has invested trillions of dollars in coal plants, gas pipelines, oil refineries, and other fossil fuel infrastructure — much of it built recently and expected to operate for decades. Utilities, governments, and investors who paid for this infrastructure have strong financial incentives to keep it running, even as clean alternatives become cheaper.

We need solutions that can either repurpose existing fossil fuel assets for clean energy use or provide economic pathways for early retirement without stranding investments.

Software platforms that help utilities, regulators, and communities plan orderly transitions away from fossil fuels. These tools model different retirement scenarios, assess economic impacts, and coordinate replacement clean energy resources. The goal is ensuring reliable electricity supply while minimizing economic disruption during the transition.