What is industrial to data center conversion? Industrial to data center conversion is the redevelopment of an existing industrial building or brownfield site into AI compute capacity, reusing the electrical service, water, and fiber already on site rather than waiting out a multiyear grid interconnection queue. On October 12, 2026, that strategy got a $1 billion funding line, and industrial owners need to know what their older, heavily powered buildings are worth to a conversion buyer. For broader context, see our guide to AI commercial real estate.
Key Takeaways
- SOAR AI, formerly Volato Group, disclosed a common stock purchase agreement of up to $1 billion on October 12, 2026 to fund industrial to data center conversion.
- The facility is discretionary rather than committed capital, which should change how an industrial seller structures deposits and closing conditions.
- JLL reports average grid connection waits exceeding four years in primary markets, so in-place electrical service, not the building, is the asset being bid for.
- CBRE put primary market data center vacancy at a record low 1.4% in H1 2026, with 80.4% of under construction capacity already preleased.
- Conversion offers are driven by usable megawatts, not price per square foot, so industrial sale comps routinely understate what a converter will pay.
- Underwrite the buyer as carefully as the price: a reverse merger acquirer can sign at a number it cannot actually close.
What SOAR AI Announced on October 12
SOAR AI secured an equity facility of up to $1 billion through a common stock purchase agreement with an institutional investor, announced October 12, 2026 and reported the same day by Bisnow. The company is the former private aviation operator Volato Group, which trades on NYSE American under the ticker SOAR and formally becomes SOAR AI, Inc. on October 19, 2026. The pivot ran through a roughly $500 million merger with Alignment Engine, agreed August 25, 2026 and closed in September, which handed Alignment Engine holders 95% of the equity through preferred stock and warrants and installed Chris Ensey, previously CEO and COO of Riot Blockchain, as chief executive effective September 11, 2026. The anchor asset is an Ohio campus with 154 MW available today and a roadmap to at least 480 MW, against roughly $1.2 billion of contracted orders including about $133 million of customer prepayments.
The detail that matters for CRE owners is the development model. SOAR AI says it will redevelop industrial sites and use existing electrical infrastructure where practical, rather than building ground-up. That makes already-standing industrial buildings the raw material for the trade. The facility is also discretionary: the company controls the timing and size of any draw.
Why Industrial to Data Center Conversion Is Suddenly Worth $1 Billion
Conversion is attractive for one reason: time. Power, not land, is the binding constraint on AI compute, and buying a building that already has heavy service installed is the fastest route around a queue. The JLL 2026 Global Data Center Outlook reports that the average wait for a grid connection in primary data center markets exceeds four years, and names speed to power as the primary criterion driving site selection, ahead of community support and latency.
The demand side explains the urgency. CBRE North America Data Center Trends H1 2026 found primary market vacancy at a record low 1.4%, down from 1.6% a year earlier, even as supply grew 33.7% to 10,903 MW. Preleasing reached 80.4% of capacity under construction, leaving under 1,500 MW available across primary markets, roughly six months of demand at current absorption. A four year interconnection wait against six months of available supply is why an existing 20 MW service commands a premium: the alternative is arriving late.
Which Industrial Buildings Are Real Conversion Candidates
Most industrial buildings are not conversion candidates. The screen is almost entirely about power and site geometry, and the attributes that command a premium in a modern logistics building are largely irrelevant. Work through this checklist:
- In-place electrical service: The gating question. Former steel, foundry, paper, automotive, and cold storage facilities often carry service measured in tens of megawatts. A 400 amp warehouse does not qualify.
- Substation proximity: Distance to the nearest substation and available feeder capacity drive both value and schedule, because they set how much new utility work the converter must queue for.
- Land coverage ratio: Converters need yard for generators, chillers, transformers, and switchgear. A building at 55% site coverage is worth more than the same building at 85%.
- Water and fiber: Cooling water volumes and discharge rights, plus at least two diverse fiber routes, separate real candidates from theoretical ones.
- Zoning and structure: Whether data center use is permitted by right or needs a special exception prices months of entitlement risk into the offer. Dense racks are heavy, so slab capacity matters more than clear height.
Owners most often get the power question wrong: the number that counts is the service a utility will actually confirm, not the capacity on an old one-line diagram. Our guide to AI utility capacity diligence and will-serve letters covers how to verify that documentation before a counterparty does it for you.
How to Price a Conversion Offer Against Industrial Use
A conversion offer and an industrial offer are not the same trade, and comparing them on one metric destroys value. Industrial dispositions are quoted per square foot or capitalized off NOI. Conversion bids are driven by usable megawatts and speed to energization, which is why a building with modest industrial rent and large in-place service can draw a bid well above its income-based value.
Three disciplines matter. First, be precise about the metric: a cap rate is NOI divided by purchase price, and it is the right tool for a stabilized leased asset, not for a shell-and-power sale to a developer who will demolish your tenant improvements. Second, model the hold you are giving up: if your building produces a 7.1% cap rate on in-place NOI with a credit tenant, the conversion premium has to beat the IRR of simply holding. Third, consider structure instead of an outright sale: an option agreement, a powered-shell lease, or a joint venture interest can keep you in the upside. Our walkthrough of evaluating solar developer offers on your land covers the same option payment, term, and restoration provisions. For guidance on pricing a conversion offer against your hold case, connect with The AI Consulting Network.
Underwrite the Buyer, Not Just the Offer
This is where the SOAR AI announcement is genuinely instructive, and where the headline number can mislead a seller. An equity facility of up to $1 billion is not $1 billion of cash. A common stock purchase agreement is discretionary: the company may sell shares into it at its option, subject to volume caps, with no obligation to draw. Capacity of that type moves with share price and trading volume at the moment of the draw, so it can shrink precisely when a seller needs performance. None of this makes SOAR AI an unserious counterparty, since it holds a 154 MW campus and roughly $1.2 billion of contracted orders. But a capital structure in which the operating company's holders took 95% of the equity through preferred stock and warrants is one an industrial seller should price rather than ignore. Where a bidder's ability to close rests on future equity issuance, protect yourself in the documents:
- Require escalating, non-refundable deposits at each milestone, not one refundable binder.
- Cap the diligence period hard, and grant no extension without additional consideration.
- Strike financing contingencies, or tie them to a committed facility, not a discretionary one.
- Read the quarterly filings and 8-Ks yourself; public acquirers disclose draw mechanics, dilution, and going concern language.
- Seek a parent guarantee where the named purchaser is a newly formed subsidiary.
This is counterparty credit work, not property work, and our guide to AI commercial tenant credit analysis covers reading a thin balance sheet. Claude, ChatGPT, and Gemini help here: point them at a bidder's SEC filings and ask what must be true to fund a purchase of your size, then verify every number against the primary document. CRE investors looking for hands-on AI implementation support can reach out to Avi Hacker, J.D. at The AI Consulting Network.
Frequently Asked Questions
Q: What makes an industrial building a data center conversion candidate?
A: In-place electrical service is the gating factor, followed by substation proximity, yard area for cooling and generation equipment, water volumes, diverse fiber routes, and a workable zoning path.
Q: Why would a converter pay more than an industrial buyer for the same building?
A: Because it is buying time, not space. JLL reports average grid connection waits exceeding four years in primary markets, and CBRE found data center vacancy at a record low 1.4% in H1 2026. Existing service lets a converter reach revenue years earlier, a schedule advantage worth a premium over income-based industrial value.
Q: Is an equity facility of up to $1 billion the same as having $1 billion to spend?
A: No. A common stock purchase agreement is discretionary, so the company chooses whether and when to sell shares into it, within volume caps, and real capacity moves with share price and trading volume. Treat it as potential funding capacity rather than committed capital.
Q: Should I sell outright or keep exposure to the conversion?
A: It depends on your tolerance for entitlement and energization risk. An outright sale with non-refundable deposits prices certainty, while an option agreement or powered-shell lease keeps you in the upside but ties your outcome to a developer's execution. Run both against the IRR of simply holding.