Every morning, Duval County publishes who is behind on taxes, who was just sued over a mortgage, and whose estate has cleared probate. It arrives as raw clerk feeds nobody wants to parse. We parse it, match it to the parcel, grade it, and send it to you before the coffee is cold.
Think like an attacker. Write like an expert witness. Ship like an engineer.
Newly filed distressed property records in Duval County, pulled from the Clerk every day, joined to county parcel data, graded, and delivered Tuesday through Saturday mornings. Lis pendens, tax liens, code liens, HOA judgments, recorded judgments, cleared probate estates, and tax deeds, in one file you can actually work from.
The pipeline runs against the Clerk's feeds every recording day. You are working filings while they are still fresh, not a list somebody scraped last month.
Every record carries the RE number, assessed value, homestead status, absentee owner flag, and mailing address. No second lookup before you can act.
Records are scored so the top of the sheet is the part worth working first. Two readable sheets plus three CSVs, ready for your CRM or your dialer.
County filings, blockchain ledgers, and mobile devices pose the same problem: the record exists, it is hard to reach, and it means nothing until somebody assembles it into a picture you can act on.
Secure Data Consortium is an independent records intelligence and security practice based in Jacksonville, Florida. It combines 19+ years building production systems across financial services, government, and security tooling with active adversarial research and digital forensics.
That matters for a data product more than it sounds like it should. The Hot Sheet pipeline is written and maintained by the same person who spent years deploying airgapped investigative data systems for government agencies. Record handling is the job here, not an afterthought bolted onto a spreadsheet.
Every engagement is project-shaped, handled start to finish by one experienced practitioner, and delivered as a written report.
More About the Practice →Alongside the data products, three deliberately narrow service lines. Each rewards experienced, hands-on expertise that has actually built and broken the systems in question.
Custom LLM application builds, on-premises model deployment, RAG pipelines for regulated corpora, and adversarial testing, including EU AI Act adversarial-testing evidence and indirect prompt injection assessment.
Learn more →Attorney-engaged identification, tracing, and valuation of digital assets in divorce, probate, and civil matters. Identification and tracing, not recovery. Former Chainalysis engineer; FLETC co-instructor.
Learn more →Consent-based Android and iOS forensic examination for family-law attorneys, domestic-violence organizations, and civil matters. Stalkerware detection. Deposition-grade written reports.
Learn more →Credentials & frameworks the work is grounded in
Experienced, hands-on attention on every engagement, from first scope to final report.
Production code and adversarial research together, a rare combination that this work demands.
Data products and reports both say plainly what the records support and what they do not.
Defined scope, fixed timeline, fixed or capped fee. No open-ended retainers or staff-augmentation arrangements.
Public writeups are proof of work, the same methodology that goes into client engagements.
A 576-trial controlled study across reasoning and non-reasoning open-weight models. Chain-of-thought reasoning lowers conventional injection rates, but attacks that target the reasoning step itself sidestep the defense, and reasoning costs roughly 15 to 20 times more tokens per call. Reasoning belongs alongside input and output controls, not instead of them.
A 1,280-trial study of indirect prompt injection susceptibility across Llama 3.1 8B, Mistral 7B, Qwen 2.5 7B, and Qwen 2.5 Coder 7B. Key finding: temperature reduction is not a reliable defense; output-format constraint achieved 0 of 40 injection on the most-susceptible model tested.
Questions about the Hot Sheet, or a matter in one of the practice areas. Send a note below or schedule a 30-minute call.