Oakland AI Data Center: What Rules Actually Apply Downtown?

A developer bought a former federal lab building. Now the city admits it doesn’t yet know what rules apply — and residents are asking who’s actually in charge.

A $6.8 Million Building With No Rulebook Attached

Behring Companies paid $6.8 million in December 2025 for an 83,000-square-foot former Lawrence Berkeley National Laboratory supercomputing facility at 415 20th Street in downtown Oakland [company disclosure via SFist]. The plan: convert roughly 20,000 square feet of it — about 1.5 percent of a much larger 1.3-million-square-foot campus — into an AI and IT data center [KQED]. That campus would also include a 39-story apartment tower above the 19th Street BART station, office space, and parking.
Here’s what should concern anyone who cares about limited, accountable government: when a city spokesperson was asked what regulations or approvals would govern the project, the answer was that officials could not yet say, because no formal planning application had been filed [Oaklandside]. Growth is good. Jobs are good. But a city that cannot articulate its own rules before a $6.8 million project moves forward is not practicing limited government — it’s practicing no government, and residents deserve better than that gap.

What Is Actually Being Proposed at 415 20th Street?

The building previously ran as a supercomputing facility for Lawrence Berkeley National Laboratory, which means it already carries an active 4.5-megawatt power allocation with a path to scale up to 20 megawatts [KRON4]. Behring CEO Colin Behring has framed this as an advantage: the site can reportedly bypass the multi-year grid interconnection delays that typically slow new data center construction, because the power infrastructure already exists [KRON4].
For comparison, the proposal is roughly 15 times smaller than the largest data center currently proposed in California, which would draw 330 megawatts [KQED]. That context matters. This is not a sprawling, single-purpose mega-facility being dropped into a residential neighborhood — it is a modest ground-floor component of a mixed-use redevelopment anchored by housing and office space.

Is This a “Massive Data Center,” or Something Smaller?

Oakland City Councilmember Carroll Fife held a news conference alongside Behring specifically to push back on early reporting that framed the project as a massive standalone data center [KRON4]. Fife noted that communities across the country — often low-income and communities of color with fewer resources to push back — have faced genuinely oversized facilities imposed with little input. She argued this project isn’t that.
A supercomputer lab reborn as an AI hub two blocks from the Fox Theater — is that redevelopment Oakland needs, or a regulatory blind spot waiting to happen?
That distinction is fair and worth taking seriously. A 20,000-square-foot data center folded into a much larger mixed-use campus is a different animal than a 300,000-square-foot facility built purely for server racks, like the one already drawing pushback in nearby Hayward [Oaklandside]. Conflating the two does residents no favors and makes legitimate oversight questions easier to dismiss as reflexive opposition.

What Do Supporters of This Project Actually Believe?

Supporters, including Behring and some local business advocates, argue this is exactly the kind of private investment Oakland needs after years of downtown office vacancies and a shrinking commercial tax base. They point to existing power infrastructure that avoids the grid delays plaguing other data center projects nationally, and to the broader campus’s promise of housing and office jobs, not just server racks. Mayoral candidate Mindy Pechenuk has separately touted a related Tesla and AI-startup presence in Oakland as a source of apprenticeship jobs for unemployed and homeless residents [Oaklandside].
That argument has real merit. Private capital willing to redevelop a vacant, power-ready building without asking taxpayers for a subsidy is precisely the kind of growth conservatives should welcome. But welcoming investment and demanding basic regulatory clarity are not in conflict. A city can say yes to jobs and still require water usage disclosure, cooling system transparency, and a defined permitting pathway before, not after, a project moves forward.

Why Does Regulatory Clarity Matter Here?

Oakland officials couldn’t say what rules apply to a $6.8 million project already underway. If City Hall doesn’t know the rules, how can residents trust they’ll be enforced?
This is not a hypothetical concern. A 2026 California study found that publicly available information about data centers’ water consumption and cooling systems was often missing, inconsistent, or unclear statewide [state study via Patch]. Data centers everywhere have drawn scrutiny over electricity rates, water supply strain, noise, and air quality — concerns residents in Oakley, Pittsburg, and Gilroy have already raised about similar projects elsewhere in the Bay Area and Silicon Valley [Patch].
Oakland is not immune to those same pressures simply because this particular facility is smaller than others. The city’s own statement — that it cannot yet specify what approvals apply — is itself the story. Vague, after-the-fact permitting isn’t limited government. It’s an invitation for disputes, litigation, and public distrust once construction is already underway and residents realize no clear standard was ever set.

The question isn’t whether Oakland wants this investment. It’s whether Oakland has any rulebook ready before the shovels move.

Key Questions This Story Raises

• What specific water, power, and noise disclosure standards will Oakland require of the 415 20th Street project before construction begins?
• Is this the first of several AI-related data center proposals — including a separate 100,000-square-foot Prometheus lease reported in West Oakland — that the city has no unified framework to evaluate?
• Who at City Hall is accountable for closing the regulatory gap officials have already publicly admitted exists?

What Happens If Oakland Never Sets Clear Rules?

15. That’s how many times smaller this project is than California’s largest proposed data center, at 330 megawatts. So why hasn’t a city government sized for a fraction of that scale figured out its own permitting process yet?
    Without a defined framework, every future AI or data infrastructure proposal in Oakland — and there is already a second one reported in West Oakland — gets negotiated informally, project by project, press conference by press conference. That is precisely the kind of unaccountable, ad hoc governance that erodes public trust and invites exactly the kind of oversized, poorly vetted facility Councilmember Fife says this project is not.

Is Oakland Ready for What Comes Next?

Behring’s project may well turn out to be exactly what its backers promise: modest, power-efficient, and a genuine boost to a struggling downtown tax base. But good intentions from one developer do not substitute for a permitting standard that applies to the next one, and the one after that.
Oakland’s own planning department has effectively conceded it is writing the rulebook after the project already has a building permit application pending. That sequence should trouble anyone who believes government’s core job is to set clear rules before private capital moves, not scramble to catch up once it has.

The Question Oakland Still Hasn’t Answered

Growth and accountability are not opposites — cities that get this right have both. The real question isn’t whether Oakland should welcome an AI-ready downtown redevelopment. It’s whether the city will define its rules before the next data center proposal lands on a planning desk, or whether residents will keep learning about these projects from a developer’s press conference instead of their own government.

Still have questions about what’s being built in downtown Oakland? Stay informed — subscribe to The Town Hall News for daily coverage. Think your neighbors should see this? Share the article. Want your voice to count? Attend the next Oakland Planning Commission meeting and ask directly what water, power, and disclosure standards will apply to 415 20th Street before a permit is issued.