Alpha Vector Technologies engineers forensic methodologies that convert autonomous-system failures into litigable accountability proofs.
Agency Overview
Institutional Profile
Registry posture, principal leadership, and operating theatre for the liability command center.
Legal Entity
Alpha Vector Technologies
Registered Business Name
ABN
50 353 196 500
Australian Business Number
Principal Researcher
Gavin Sangedha
Founder & Lead Researcher
Operating Theatre
Global Operations
Distributed research footprint
Mission Brief
Alpha Vector Technologies functions as a liability command center for autonomous systems. We prototype evidentiary frameworks before regulators or adversarial counsel can weaponize the gap, turning telemetry, model weights, and engineering workflow exhaust into prosecutable narratives.
Our teams couple causal inference, symbolic execution, and cryptographic attestation with black-letter law so every deliverable lands with citations for Federal Rules of Evidence 702, 703, and 902(14). The objective is not thought leadership—it is building filings that survive Daubert cross-examination.
As automation now controls credit adjudication, airspace routing, and sovereign defense perimeters, accountability cannot remain a compliance afterthought. We architect governance schemas that encode culpability thresholds in advance, forcing executive stewardship to keep pace with autonomous reach.
Operating Principles
- Proof burdens pre-modeled
- Chain-of-custody native
- Systemic liability heatmaps
Gavin Sangedha
Gavin Sangedha founded Alpha Vector Technologies to centralize liability intelligence into a deployable command center. He operates as a hybrid litigator-engineer, building attribution models that can be walked directly into a war room, regulator briefing, or federal courtroom.
His research portfolio spans offensive cryptography, autonomous mission assurance, and executive culpability modeling. Current workstreams include testimony packages for emergent Delaware Caremark precedent, telemetry notarization for STS/STAR operations, and defense-grade liability matrices for constellation-scale AI deployments.
Every methodology he authors is benchmarked against Daubert reliability criteria: reproducible experiments, transparent error bounds, adversarial peer review, and codified procedures that survive hostile discovery. Clients don’t just receive insights—they receive ready-to-file exhibits.
Reach
- Encrypted channels provisioned on request
- PGP fingerprint available post-NDA
- Initiate Contact
Research Philosophy
Mathematical Rigor
Every claim is backed by formal proofs, statistical analysis with confidence intervals, or peer-reviewed methodologies with known error rates.
Legal Precision
Frameworks are designed to meet evidentiary standards including FRE 902(14) self-authentication and Daubert expert testimony requirements.
Forensic Integrity
All evidence collection and analysis methods maintain chain of custody requirements suitable for legal proceedings.
Global Alignment
Research maps to regulatory trajectories across EU, UK, US, and international standards bodies including IEEE and ISO.