Patent-pending forensic audit methodologies and precision measurement technologies that transform publicly available government data into court-admissible evidence of environmental health cost fraud.
BlackSwan Technologies is a research and development organization specializing in forensic environmental justice analytics and predictive disparity modeling. We are the technology arm of EJ Audit Hub, based in Mobile, Alabama.
Our tools are built to answer one question: when a community gets sick and the polluter walks away — how do you prove it with numbers that hold up in federal court?
The answer is the Sterling Ratio. The answer is the XRF Compton-Rayleigh Correction. The answer is eight provisional patents and counting — built by a veteran who refused to accept that the data was not there. It was always there. Nobody was looking for it the right way.
To develop, patent, and deploy forensic analytical methodologies that transform publicly available government data into admissible evidence of environmental health cost fraud — and to make those tools available to the agencies, litigants, advocates, and communities who need them most.
All BlackSwan Technologies methodologies are Daubert-compliant, use only publicly available data, and produce cryptographically secured chain-of-custody outputs.
A seven-step forensic audit methodology that identifies when Medicaid expenditures are systematically shifted from responsible polluters to government payers through regulatory monitoring gaps, deceptive monitor placement, and premature site closure certifications.
Validated against CDC WONDER mortality data in Prichard, Alabama: observed death rate was 11.1x the predicted baseline. Probability of random occurrence: 4.97 × 10³&sup7;.
Portable XRF spectrometers systematically under-report elemental concentrations by assuming a fixed sample depth. The BlackSwan XRF Correction uses scattering peaks already present in every XRF spectrum to extract the actual effective depth — no additional hardware required — and applies a Beer-Lambert correction improving accuracy 7–15%.
Every corrected measurement is cryptographically hashed (Harris Handshake, SHA-256) for forensic chain-of-custody integrity.
Deuterium-depleted water (DDW) at precise concentrations produces measurable substrate effects in enzymatic and cellular processes that standard water does not. BlackSwan has documented artifact behaviors in the DDW + 40Hz SAM substrate — including bubble adhesion during catalase testing — not observed in standard water controls.
This substrate platform is being developed for biomedical research applications including blood pressure response, enzymatic activity, and helical light interaction studies. Additional patents in development.
BlackSwan Technologies is the technology development arm of EJ Audit Hub — a forensic environmental justice organization that applies the Sterling Ratio methodology and related forensic tools to active environmental justice investigations across the United States.
EJ Audit Hub has produced forensic audit reports covering EPA Superfund cleanup patterns across 10 regions, Medicaid disparity analysis in multiple states, and monitoring void rate analysis across 2,794 National Priorities List sites.
BlackSwan Technologies is positioned for federal government contracting through JLLC SAM — an established entity with an active CAGE code registered in the System for Award Management (SAM.gov).
Federal agencies seeking improved accuracy in portable XRF field measurements for lead, benzene, and other toxic element detection are encouraged to contact us. BlackSwan is actively pursuing Niton XRF instrument integration contracts.
Gulf War-era Marine veteran. Paralegal-trained researcher. Federal environmental whistleblower. Inventor. Executive Director of EJ Audit Hub. Founder of BlackSwan Technologies. Based in Mobile, Alabama.
Harris has filed eight provisional patents covering forensic audit methodologies and measurement technologies developed through independent investigation of EPA Superfund site data, Medicaid expenditure disparities, XRF spectrometry, and deuterium-depleted water substrate behavior.
He is the relator in a sealed False Claims Act qui tam action in the Southern District of Alabama covering environmental health cost externalization fraud across 2,794 National Priorities List sites, and a pro se plaintiff in active medical device product liability litigation coordinated with three FDA recalls and an active EPA OIG criminal investigation.
“I built these tools because I watched my family die from conditions that the data said were coming — and decided the problem was not the data. The problem was that nobody had built the right tool to read it.”
Harris watched multiple family members die from vascular and organ failure linked to documented contamination patterns in Mobile, Alabama and Cleveland, Ohio. His brother suffered a TIA. His sister Amy died of multi-organ failure. His stepmother Carolyn died of a stroke on December 22, 2025. His father died before his $20 million Camp Lejeune lawsuit could be resolved. BlackSwan Technologies exists because of them.
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