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The agentic energy developer.

We find, fund, build and run energy sites on commercial real estate, starting with Tesla Supercharging. Our team and agents do a developer's work at software speed.

See the dataBuild it with us
9.6B
Charging readings since Dec 2022

Atoms + bits + structure = institutional yield.

  1. 01

    Atoms

    We own the sites. Every one adds to our yield, not a software fee.

  2. 02

    Bits

    Every site sharpens our forecasts and agents. We pick better sites and build them faster.

  3. 03

    Structure

    Downside-case sizing and a growing record. Each new site costs less to finance.

The Alpha Grid platform. From data to signed deal to optimized asset.

Follow one site up the stack: real-time data, forecasts, underwriting, agents, our team and live optimization.

Shopping center · Georgia

Awaiting sign-off

Shopping center · Georgia

Travel stop · Arizona
Grocery plaza · Texas
Retail center · Florida
    ForecastActual

    Since Dec 2022

    Illustrative

    Optimization

    Dynamic pricing and curtailment keep each live site busy and inside its grid limit.

    People

    Our team sets the strategy and signs every commitment.

    Agents

    AI agents find sites, run the numbers and prepare each deal.

    Underwriting

    We simulate each site's finances and risk before we commit capital.

    Forecasts

    Demand for every site, hour by hour, scored against what stations sell.

    Data

    Real-time data on how drivers use fast chargers.

    Charging data. Real-time readings from every public fast charger in 52 countries.

    Every reading kept since Dec 2022. It is the record our forecasts, simulations and agents run on.

    Charging stations in our record
    9.6B
    Charging readings since Dec 2022
    480K+
    Charging connectors in our record
    613
    Charging networks tracked
    52
    Countries in our record

    Forecasting. Site revenue a lender can underwrite.

    Our energy foundation model is transformer-based and pretrained on billions of charging readings. It gets sharper as new time-series foundation models land, and real sales score every forecast.

    99%

    Actual sales ÷ forecast, on stations the model never saw.

    NeurIPS 2025 · Workshop paperDiscovering EV Charging Site Archetypes Through Few-Shot ForecastingTackling Climate Change with Machine Learning. Nikhal, Ackerknecht, Riggan, Stahlfeld.arXiv 2510.26910 U.S. Patents 11,901,732 · 12,155,208Discovering Upgrade to Increase Capacity for Supporting Electrical Load at Particular Location of Power GridGranted 2024. Stahlfeld, Ackerknecht.Google Patents

    Agentic development. Energy infrastructure, built faster with every site.

    Agents work every stage of a site's life, from the first screen to live operations. Our team approves each offer and signs each lease.

    Agents produceSite shortlistUnderwriting fileOffer letterLease packageBuild trackerPricing and load plan
    1. 01ScreenEvery parcel scored for demand, power and access.
    2. 02UnderwriteSales forecast and site finances, run before any offer.
    3. 03OfferTeam approvesDrafted by agents. Negotiated and approved by our team.
    4. 04LeaseTeam signsPrepared by agents. Signed by our team.
    5. 05BuildPermits, power and construction tracked to opening day.
    6. 06OptimizeDynamic pricing and curtailment once the site is live.
    7. LearnReal sales and every edit from our team feed the next site.

    The grid edge is a hard AI problem.

    Fast charging and storage are the grid's newest loads, and the hardest to predict.

    1. 01Data

      Power capacity at the grid edge

      Utilities rarely publish spare capacity at the parcel. We estimate the load each site can take, and the cheapest upgrade that adds more.

    2. 02Forecasts

      Hyperlocal demand forecasting

      Demand shifts block by block, and a new site has no sales history. Our foundation model, pretrained on billions of charging readings, forecasts each parcel from every station in our record.

    3. 03Underwriting

      Financial engineering

      Lenders size debt on the weak year, not the average. We price every site on its weak year and build portfolios that carry it.

    4. 04Agents

      Months of complex work in every deal

      Parcels, offers, leases and permits take months by hand. Agents do the work. Our team negotiates and signs.

    5. 05Optimization

      Price and power, every hour

      Demand and grid limits shift every hour. Dynamic pricing and curtailment keep each site busy and inside its grid limit.

    Why we built Alpha Grid.

    The energy transition will be built one site at a time, in millions of chargers, batteries and solar arrays on land that already exists. Capital wants to fund them. But each one is small, merchant and unproven.

    The developers who win will do the whole job. They will find the site, fund it, build it and run it. Every site we finish makes our data, forecasts and agents better, so the next one is faster to build and cheaper to finance. We own what we build, so those gains stay with us and our capital partners.

    We built Alpha Grid so those sites price like infrastructure. If you want to move capital into the physical world faster, build it with us.

    Luke AckerknechtCEO, Co-Founder · November 2026

    Build it with us. Research, engineering, partnerships.

    Hard problems, a record no one can collect backwards, and agents working on real deals.

    Open roles Read the paper