Big Law sees a gold mine in data centers

Semafor · collected 2026-09-06 · by Tim McDonnell
Read the original at Semafor ↗

Summary

Big law firms such as Kirkland & Ellis and White & Case are capitalizing on the boom in data center construction, setting up dedicated teams to handle the complex legal work involved. Attorneys at these firms report a significant surge in deal-making, with one partner at Kirkland & Ellis citing $110 billion worth of deals over the past 12 months. The firms see opportunities not only in advising clients on construction and operation but also in building "guardrails" to protect them from potential lawsuits. Major law firms are hiring specialists from various fields to handle the range of legal skills required for data center projects, which can involve land acquisition, energy deals, and complex contracts.
Written by the local model on 2026-09-07, using this article's own text rather than the other coverage of the same event (that is the story summary below).

Signals How these are calculated →

Claims extracted
24
claim-shaped sentences
Uncertain
8%
2 of 24 hedged
Leaning
not political
takes no side on a contested political question
Publisher trust
96.2
red-flag proxy, not a credibility rating
Outlets on this story
1
Other
Narrative spread
1
articles carrying this framing
Analyzed 2026-09-07 · how these are computed

AI analysis (generated at analysis time, not now)

Story summary

Law firms like Kirkland & Ellis and White & Case are capitalizing on the growing demand for data centers, setting up specialized teams to advise on construction, powering, and operation of these facilities. The rush to build data centers has brought in a deluge of deals worth billions of dollars, creating fierce competition for talent among major law firms. Melissa Kalka, a partner at Kirkland & Ellis, claims to have advised on $110 billion worth of deals in the last 12 months, mostly related to AI data centers and associated energy projects. As a result, these digital infrastructure desks have become some of the busiest and most lucrative areas of law firms, attracting lawyers from various fields including energy, real estate, insurance, and finance. Kalka's team at Kirkland & Ellis now has over 100 members. This trend suggests that big law firms are adapting to the rapidly changing landscape driven by AI development and its associated infrastructure needs.

Written for “Law Firms Target Data Centers” on 2026-09-07, grounded in this article and the 0 other(s) covering the same event.
Why this leaning score
This article does not take a side on a contested political question, so it has no leaning score. That is an answer rather than a gap: a match report or a rescue can be warmly or critically written without being left or right, and scoring it anyway is how approval of a subject gets recorded as a political position.
No political leaning scored for article 6281 · logged 2026-09-07

Story

📰 Law Firms Target Data Centers
Other · 1 article(s) covering the same event. This is the one the site leads with.

How this is being covered How these are calculated →

Article leaning vs. publisher reliability
Source leaning vs. consistency

Compared with similar articles

This article reads unscored and hedges 8% of its claims. Each row says how that neighbour differs.
World & Nation
⚖️ Leans left 🔴 9% hedged 7 of 80 📰 publisher trust 95
“Article A describes new regulations planned by California lawmakers targeting Big Tech's power, while Article B discusses law firms profiting from data center deals, with no mention of regulation or AI ethics”
Why does everyone hate data centers? different event · 100%
Silver Bulletin
⚖️ Leans left 🔴 4% hedged 26 of 608
“Article A mentions general thoughts about data centers, while Article B specifically talks about law firms profiting from AI hyperscalers' data center construction”
The Independent World
⚖️ Leans strongly right 🔴 15% hedged 12 of 78 📰 publisher trust 58
“Article A describes a specific tweet from President Trump about data centers, while Article B discusses a separate trend of increased demand for law firms that specialize in digital infrastructure deals”
NBC News Top Stories
⚖️ leaning not scored 🔴 8% hedged 3 of 39 📰 publisher trust 95
“The articles describe different aspects of data center policy and industry trends, with no indication they are reporting on the same specific incident or occurrence”
News - South China Morning Post
⚖️ Centre 🔴 25% hedged 1 of 4 📰 publisher trust 94
“The articles cover related topics in the tech industry but do not describe the same specific happening”
The Globe and Mail
⚖️ leaning not scored 🔴 14% hedged 5 of 35 📰 publisher trust 42
“Article A discusses the announcement of a new federal framework for data-centre development by Federal AI minister Evan Solomon, while Article B discusses the growing demand for lawyers to handle deals related to data centers, without mentioning the specific event announced in Article A.”
Asian data center boom faces backlash different event · 100%
Semafor
⚖️ Leans left 🔴 0% hedged 0 of 5 📰 publisher trust 96
“The two articles cover different aspects of a related topic, namely the data center boom, but describe distinct events and locations.”
National Post
⚖️ Leans left 🔴 6% hedged 3 of 52 📰 publisher trust 96
“Article A discusses local backlash against data centre projects in Canada, while Article B reports on the rise of data centre-related dealmaking and talent competition among big law firms”
Trump Hands Dems Their Best Gift Yet different event · 80%
The Bulwark
⚖️ Leans strongly right 🔴 6% hedged 3 of 49
“Article A reports on Trump's post to Truth Social as an attempt to tank his party's chances of retaining control of Congress, while Article B mentions a rush by AI hyperscalers and their backers to build data centers, but does not mention Trump or the specific post”
Washington Examiner
⚖️ Leans strongly right 🔴 3% hedged 1 of 31 📰 publisher trust 96
“Article A discusses public opinion on data centers, while Article B focuses on law firms' involvement in data center deals, indicating they cover related but distinct topics”

Publisher

Semafor · 117 article(s) · 0 correction(s) detected
SignalValueWeight
Correction rate 0.000 0.4
Uncertainty density 0.077 0.25
Assertive mismatch rate 0.000 0.35
No corrections detected for this publisher. That may mean careful reporting, or simply that nothing has been checked.

Who wrote this

Tim McDonnell
1 article(s) here · 1 carrying a prediction
🔮 “Having a firm that can be nimble from leadership down is what will make you successful or not.”
2026-09-06 · assertive framing · Big Law sees a gold mine in data centers
The only article under this byline in the corpus.

Topics

Kirkland & Ellis Semafor White & Case

Subjects

Barbara Melby PERSON · 1× Chirag Dedania PERSON · 1× Heather McDevitt PERSON · 1× Kirkland & Ellis ORG · 1× Latham & Watkins ORG · 1× Melissa Kalka PERSON · 1× Morgan, Lewis & Bockius ORG · 1× Semafor ORG · 1× Tim PERSON · 1× White & Case ORG · 1×

Narrative

Faced with a deluge of deals for the construction, powering, and operation of AI data centers, most have set up dedicated digital infrastructure desks — drawing in lawyers specializing in energy, real estate, insurance, finance, and other fields — which have quickly become among the busiest and most lucrative in the office.
framing: assertive · carried by 1 article(s) · first seen 2026-09-07
🔮 “Having a firm that can be nimble from leadership down is what will make you successful or not.”
2026-09-07 · Semafor
Big Law sees a gold mine in data centers · assertive framing

Claims (24 extracted, 2 hedged)

The rush by AI hyperscalers and their Wall Street backers to build billions of dollars’ worth of data centers and associated energy projects has set off fierce competition for talent among major law firms. asserted
rush → build → firms
A few years ago, electricity-related dealmaking was a backwater at many Wall Street firms, often immersed in staid regulation and involving relatively small deals. asserted
dealmaking → relate → deals
That has completely changed, attorneys at several big firms told Semafor. asserted
attorneys → change → Semafor
Faced with a deluge of deals for the construction, powering, and operation of AI data centers, most have set up dedicated digital infrastructure desks — drawing in lawyers specializing in energy, real estate, insurance, finance, and other fields — which have quickly become among the busiest and most lucrative in the office. asserted
which → face → office
“Personally, I’ve done $110 billion worth of deals in the last 12 months,” said Melissa Kalka, a partner on the digital infrastructure team at Kirkland & Ellis, which now counts more than 100 people. asserted
which → do → people
“This is the most dynamic industry in the economy right now,” she said. asserted
she → say → economy
“Having a firm that can be nimble from leadership down is what will make you successful or not.” asserted
you → have → leadership
Tim’s view The potential future winners from the AI boom are still being decided, with a lot of risk still present for many players in the ecosystem: Hyperscalers are taking on massive debt; private equity is piling into new power plants that could end up struggling to find customers; power equipment manufacturers are being cautious about scaling up factory lines; utilities are under immense political pressure to keep their costs down. uncertain
utilities → decide → costs
Data centers make good work for Big Law: They’re complex legal beasts with many moving parts, from land and cash to gas turbines and GPUs. asserted
They → make → turbines
They require contracts where no boilerplate language or precedent exists, and where the only real guide to normal market conditions is the last project someone announced. asserted
someone → require → conditions
And the range of legal skills required to bring a project from concept to operation creates opportunities for big firms to pitch clients on a long list of services. asserted
firms → require → services
Much of the work is also focused on building guardrails to protect clients from lawsuits — coming from business partners, local officials, or angry neighbors — in an industry that has an increasingly visible target on its back. asserted
that → focus → back
When the wave of data center dealmaking crests in the years ahead, the wave of data center litigation will likely be close behind. asserted
wave → crest → litigation
“We’ve seen the scale and complexity of the assets, the transactions surrounding them, and ultimately the legal and commercial risks that our clients are going to need to navigate, change dramatically,” said Heather McDevitt, chair of White & Case. asserted
McDevitt → see → White
The firm has advised on more than $100 billion in data center deals in the past few years, she said, and set up a dedicated practice last year, supported by new hires in the US, Europe, and Asia. asserted
she → advise → US
A bigger team is also important because there’s pressure to act fast asserted
team → ’ → ?
: “We’re seeing deals that could have taken 3-6 months being done in 3 weeks,” said Barbara Melby, a partner at Morgan, Lewis & Bockius. uncertain
Melby → see → Morgan
That means there’s also cut-throat competition between firms for talent, all the firms I spoke to said, with higher pay and promises of more rapid deal flow. asserted
I → mean → flow
More summer interns and recent law school grads are looking for spots on data center teams. asserted
interns → look → teams
But because so much of this field is brand-new, there’s still a deficit of experienced lawyers, which creates a “challenge of maintaining quality while continuing to grow,” Latham & Watkins partner Chirag Dedania said. asserted
Dedania → ’ → quality
Still, there’s little alternative to hiring: “It’s about self-preservation, and whether you want to sleep.” asserted
you → ’ → preservation
The hiring scramble has led some lawyers to overstate their credentials, an attorney at one major firm told me: “When you go on LinkedIn or read firms’ web pages, everybody and their brother is a digital infra and power lawyer now.” asserted
everybody → lead → pages
Conversely, for some young attorneys with an interest in the energy transition, the fact that much of the data center buildout is being powered by new natural gas plants has been a turnoff for joining digital infrastructure teams, another said. asserted
another → power → teams
Notable - Congressional Republicans remain divided on their response to the data center backlash. US President Donald Trump’s comment that data center opponents want to “end up being backwards and poor” is fueling further dissent within his party. asserted
opponents → divide → party
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