§ 01 · What this is
A Special Master is appointed by the court to manage some aspect of a case that exceeds the bench’s practical capacity — most commonly, technically complex discovery. The Special Master issues protocols, resolves disputes in real time, conducts fact-finding where the order authorizes it, and reports back to the appointing court.
The role exists because the alternative — running every technical discovery dispute through a sitting judge — is prohibitively slow and expensive for both the parties and the bench. A competent Special Master clears six months of work in three weeks and produces a record the appointing court can rely on.
Special Master and discovery referee venues
Daniel takes appointments nationally, with anchor venues in Los Angeles and New York. In California, the same role is often styled a discovery referee under CCP 639; the function — protocols, real-time dispute resolution, and reporting to the appointing court — is the same.
§ 02 · When to retain
Indicators that this is the right role for the matter.
01
TB-scale ESI productions
Where the volume and technical complexity of production exceed what counsel can resolve unsupervised.
02
TAR / CAL validation
Where a continuous-active-learning workflow is contested or where seed-set composition is disputed.
03
Spoliation findings
FRCP 37(e) inquiries requiring a fact-finder fluent in the underlying systems and preservation mechanics.
04
Privilege-log adequacy
Where privilege assertions cover hundreds of thousands of documents and require sampling and validation.
05
Source-code review protocols
Tiered-access frameworks for source code, model weights, and proprietary algorithms.
06
Cross-border ESI coordination
GDPR / Schrems II / sectoral privacy law overlays on US discovery obligations.
§ 03 · Methodology
How an engagement runs.
Typical scale: Multi-month engagements. Substantial document corpus. Often class-action or multi-district matters.
-
01
Appointment
Order of appointment from the court, scope-of-authority defined. Daniel issues a brief acknowledgment and initial procedural framework.
-
02
Initial protocol
Draft ESI protocol distributed to parties: custodians, sources, search terms / TAR design, privilege handling, production format, claw-back terms. 10–14 day comment window.
-
03
Active management
Real-time dispute resolution. Disputes raised by letter brief; rulings within 5 business days. Technical questions get a written analysis with the ruling.
-
04
Spoliation / sanctions
Fact-finding under FRCP 37(e) standards where preservation failures are alleged. Findings issue with recommended sanctions if warranted.
-
05
Reporting
Periodic reports to the appointing court. Final report on dissolution of the appointment.
§ 04 · Frequently asked
About this role.
Who pays the Special Master?
The order of appointment specifies. Typically split equally between the parties; sometimes weighted to the producing party; occasionally borne by one side as a sanction.
Does the Special Master decide the merits?
No — only what the order of appointment authorizes. Daniel’s reports are reviewed by the appointing court before becoming binding.
Can a Special Master be appointed at any stage?
Yes, including post-discovery and post-judgment, though early appointment usually saves the most cost.
§ 05 · Representative work