Testimony practice
Privacy Expert Witness
Technical analysis of personal-data collection, access, sharing and retention for privacy disputes, with findings grounded in available system evidence.
Trace what happened to the data
Privacy disputes often depend on a technical question: what information a system collected, where it went and who or what could access it. The examination follows the available evidence through collection, processing, storage and sharing.
Privacy questions require an understanding of what a system actually collects, retains and sends. We examine the relevant technology and records within the agreed scope. A policy describes intended practice; technical evidence is needed to assess the implementation and the period to which an opinion applies.
Compare stated behavior with observed behavior
Depending on the approved scope, evidence may include configurations, data inventories, access records, application behavior, retention settings and relevant notices. We document the test conditions and distinguish observed data flows from assumptions about the system.
For example, a dispute may concern whether a web interaction transmitted a particular field to another service. The inquiry needs to identify the field, destination, conditions and available historical evidence. The presence of an integration alone does not establish that every visitor’s information was transmitted in the same way.
Explain the limits of the evidence
Permission to access data is different from evidence of access. A disclosed recipient is different from a confirmed transfer. Gaps in retained records can limit conclusions about historical activity.
Testing should record the configuration and conditions under which an observation was made. Supplied logs, application behavior and configuration history can help assess whether that observation is relevant to the disputed period. Where historical records are absent, current behavior must not be presented as a reconstruction without explaining that limitation.
Support counsel's assessment
GDF explains the technical findings and the records supporting them. Counsel addresses legal duties and conclusions. Before accepting the engagement, we discuss the technology, disputed questions and experience required of the proposed expert.
Technical findings can describe data flows, retention behavior and differences between stated and observed operation. Counsel determines the legal significance. A clear report keeps those roles separate and identifies the sources behind each factual proposition, including uncertainty about past configurations or incomplete records.
How the engagement runs
Scope
Discuss the disputed questions, relevant experience, potential conflicts and deadlines.
Examine
Review the available source records and document the methods used.
Explain
Prepare findings and exhibits that distinguish observations, opinions and unanswered questions.
Evidence we may examine
- Data inventories and system configuration
- Available access, sharing and retention records
- Documented application tests and relevant notices
Work planned with counsel
- Technical findings with supporting records and limitations
- Timelines and exhibits suited to the disputed questions
- Review of opposing technical opinions
- Reports and testimony within the agreed scope
Common questions
What personal information did the system collect?
We examine the available application behavior, configuration and records to identify collection. Historical findings depend on what evidence remains.
Where did the data go?
Data-flow testing and retained records can help establish destinations and recipients. Permission to share is not the same as evidence of a completed transfer.
Can we compare the stated settings with actual behavior?
Testing can compare a stated configuration with observed behavior under documented conditions. Technical findings support counsel; they do not determine legal compliance.
Trace collection, use and disclosure through the system
A privacy notice describes intended practices. Technical evidence can help establish what a particular system actually collected, stored or transmitted under the conditions examined. We compare relevant configurations, application behavior and retained records without assuming that a notice proves implementation.
For example, a dispute about a third-party integration may require identifying the fields sent, the receiving service and the conditions that triggered a transfer. Present-day testing does not automatically establish historical behavior. Version records and configuration history matter when the relevant period predates the examination.
Biometric privacy matters raise additional questions about enrollment records, templates, matching, retention and recipients. BIPA provides the statutory context in Illinois; counsel determines its application and legal duties. GDF’s technical role is to explain the system and evidence, including what the available records cannot establish.
Follow personal data through its lifecycle
- Collect
Identify the fields and collection conditions.
- Process
Examine transformations, identifiers and matching.
- Store and share
Trace retention, access and supported transfers.
- Explain
Distinguish observed behavior from legal conclusions.
Rogers v. BNSF Railway: examining biometric-system records
The Rogers v. BNSF Railway case study describes GDF’s work for plaintiffs’ counsel on identity-verification database evidence. Restoring the records, normalizing their structure and addressing duplicate entries helped explain the population represented in the data.
The privacy significance of such records depends on both technical interpretation and legal analysis. The linked case history separates the original judgment from the later damages decision and settlement, avoiding a misleading presentation of the outcome. Read the BNSF case study and linked case records.
Technical references
Meet the examiners
For privacy expert witness work, discuss the disputed questions and the experience needed before defining the engagement. Joseph Caruso is profiled in our expert directory. Meet the GDF team and discuss the technology, questions and availability with us. The expert selected for a matter depends on its scope and the required experience.
Talk with an examiner
Discuss a Privacy Evidence Question
Tell us the systems, evidence and deadline. We can review relevant experience, potential conflicts and the scope before engagement.
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Discuss the matter and the next step.
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