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Conflict Opacity in Private Credit: The Deerfield Dakota LLC Example

Updated: 3 hours ago

Blue Owl–Managed BDCs | Special Purpose Entities | March 2, 2026


Executive Summary

In a Linkedin post titled "When the Valuation and Fairness-Opinion Provider Is Also the Borrower", I reveal by mapping relationships that certain Blue Owl managed Business Development Companies (BDCs) disclose the use of Kroll for independent valuation and/or fairness-opinion services. Notably, these same filings also indicate first-lien loan exposure to Deerfield Dakota Holdings / Deerfield Dakota Holding, LLC, an obligor entity associated with Kroll.

This situation creates a structural overlap: a valuation provider seems to be assessing portfolios of an issuer that they are economically tied to. Despite the presence of information barriers and standard independence policies, this raises a legitimate concern regarding economic disinterest and investor perception, especially in vehicles where quarterly Net Asset Values (NAVs) significantly depend on third-party valuation judgments. This note discusses a more nuanced issue. The use of Special Purpose Entities.



The Follow-On Question

In the prior note examining the Kroll / Blue Owl situation, one structural detail warrants further discussion:


The borrower name. Deerfield Dakota LLC.


To a casual observer reviewing filings, that name does not immediately connect to Kroll.

That was my inflection point, recognizing that the $809 million of credit extended by Blue Owl to the firm that provides its bond ratings, fairness opinions, and loan valuations appeared under an unfamiliar legal entity.


This does not imply deliberate obfuscation. The use of separate legal entities and distinct naming conventions is standard in structured finance. The question is not whether the structure exists, but whether it meaningfully obscures material relationships. In short, the entity could have used “Kroll” as part of the naming convention.


Conflicts of interest, particularly those involving valuation, ratings, and advisory functions should not require investigative effort to uncover. In an easy credit cycle, structure and reporting rarely draw scrutiny.


In a tighter environment, they become central to the narrative. Absent the noise surrounding Blue Owl I may not have poked around.



Why a Special Borrower Entity at all?


Large refinancings are frequently executed through:

  • Bankruptcy-remote subsidiaries

  • Holding-company entities

  • Asset-specific SPVs

  • Structured finance vehicles


There are legitimate structural reasons for doing so:

  • Ring-fencing liabilities

  • Covenant isolation

  • Collateral segregation

  • Tax structuring

  • Lender protection


In most cases, this is standard market practice.


The side effect, however, can be opacity between the name investors recognize and the legal borrower listed in filings.



The Transparency Issue


The issue is not whether Special Purpose Entities are appropriate.


The issue is visibility and trust.


When:

  • The borrower’s name is unfamiliar

  • The structure is layered

  • The refinancing size is material

  • Multiple financial actors, including affiliates, surround the transaction


It becomes more difficult for non-insiders to determine:

  • Who ultimately bears the obligation

  • Where cash flows originate

  • How leverage sits within the enterprise

  • What assets secure the debt

  • Whether conflicts of interest exist


In part, this is why investors rely on independent third parties. Experts with no stake in the transaction can opine objectively. It is uncomfortable to acknowledge when such an entity expert may itself face a conflict and that conflict isn’t shared. Structural complexity may be justified. But reduced clarity that obscures this reality is doubly problematic.


When private credit extends substantial capital to a firm that opines on mergers or asset sales, rates bonds, and provides valuation services that influence both NAV and advisory fees, alignment questions are unavoidable. For the borrowing entity to appear under an obscure LLC name is “sub-optimal” from a transparency and governance perspective.


“Deerfield Dakota LLC” is not inherently problematic.


It is illustrative of a broader tension: reporting transparency standards that evolved in an institutional-only market fit poorly within today’s retail-facing private credit ecosystem.


As private credit has increasingly drawn capital from retail investors, disclosure expectations must rise accordingly. Retail investors cannot reasonably be expected to reverse-engineer conflicts, structure, or risk through layered entity names and fragmented visibility.



The Larger Point


Private credit markets increasingly operate through layered entities.


That is not new.


What is new is the scale of retail distribution.


The entire purpose of SEC disclosure is transparency to inform investors, identify conflicts, and surface risk in a manner that is accessible and comprehensible. Practices that may have been sufficient in purely institutional markets are inadequate when retail capital is involved.


Opacity is not acceptable.


 
 
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