Back to News
IndustryAI Understanding briefing

Freshfields weighs a possible spinoff for its AI legal technology unit

Freshfields partners are discussing whether to separate Freshfields Lab, an internal unit that develops AI tools for lawyers and clients, the Financial Times reported. The discussions are at an early stage and may not lead to any change.

4 min readRead the linked source
Source-provided image accompanying Freshfields weighs a possible spinoff for its AI legal technology unit
Source referenceSource recorded
Publisher
pymnts.com
Source type
Linked source — primary-source status has not been established.
ContextUnderstand this in 60 seconds

Key terms

Artificial Intelligence (AI)
The broad field of building systems that perform tasks requiring pattern recognition, reasoning, language, or decision-making.

What happened

Freshfields senior partners have discussed turning Freshfields Lab into a separate company that could accept outside investment, according to the Financial Times report relayed by PYMNTS. The report said partners believe the unit could be worth billions, but the idea remains preliminary and has not been confirmed by Freshfields through a public announcement.

The Financial Times reported on Oct. 14 that senior partners at global law firm Freshfields had discussed making Freshfields Lab a separate company that could be opened to external investors. PYMNTS said the FT based its report on internal emails it had seen and an interview with Ethan Klingsberg, Freshfields’ co-head of U.S. corporate and mergers and acquisitions.

According to the report, Freshfields Lab develops artificial intelligence tools for Freshfields’ lawyers and clients, and senior partners believe the unit could be worth billions. Klingsberg told the FT that the idea had emerged the previous week and argued that a valuable internal capability might be worth more as a separate business.

Klingsberg also said the discussions were at an early stage and might not result in a change. He questioned how valuable the tools would be to other businesses that do not have Freshfields’ data. The source does not identify a proposed investor, transaction structure, launch date, external customer, technical product, or access terms.

The report cited valuations of Harvey at $15.5 billion and Legora at $5.6 billion. Those figures are presented as comparisons from the FT report; the source does not provide independent valuation analysis or establish that Freshfields Lab would receive a similar valuation.

Source details: pymnts.com ↗

Why it matters

The discussion illustrates how a major professional-services firm may try to capture standalone value from AI tools developed inside its own business. A separate company could potentially attract capital or serve customers beyond Freshfields, but the report also identifies a central limitation: the tools’ value to businesses without Freshfields’ proprietary data is uncertain. No transaction, valuation, external launch, customer access, or pricing has been announced.

The reported proposal reflects a broader question for law firms: whether internally developed AI capabilities should remain part of the firm’s operating infrastructure or become an investable technology business. That choice could affect ownership, financing, commercialization, and how proprietary legal data is used.

The comparison with Harvey and Legora provides context for the reported billion-dollar ambitions, but it does not establish that Freshfields Lab has a comparable business, valuation, revenue base, or level of external adoption. The source provides no independent assessment of those comparisons.

Interactive Mechanism

Interactive Mechanism: How It Actually Works

Explore the underlying technology behind this development interactively.

Model Parameter Size:8B Parameters
VRAM Required5.5 GBGPU memory footprint
Target HardwareMacBook / Single GPUDeployment tier
Privacy100% Air-GappedLocal device capability
Core takeaway: Small, quantized models (3B–8B) now run directly inside smartphones and laptops with complete data privacy, while mammoth 400B+ models remain the domain of datacenter clusters.
Interactive Concept Check+10 Points
What is AI? Quiz

A route planner searches possible journeys using explicit rules. What does this illustrate about AI?

What to watch next

The next meaningful developments would be a formal decision by Freshfields, the creation of a separate legal entity, outside financing, evidence of customers beyond Freshfields, or details about how the unit would access and protect legal data. Until then, the proposal should be treated as an early-stage internal discussion rather than a completed spinoff or product launch.

Whether Freshfields publicly confirms that it is evaluating a spinoff or outside investment.

Whether Freshfields Lab becomes available to organizations outside the firm, and under what data-governance and confidentiality arrangements.

Whether any financing, valuation, corporate structure, customer commitments, or commercial pricing is disclosed. None of those details is provided in the source.

Whether the unit’s usefulness depends primarily on Freshfields’ internal data, which the report identifies as an unresolved issue.

Related guides & quizzes

Found this useful?