AI system experiments
Testing retrieval, automation, prompt workflows, model-assisted analysis, and practical AI interfaces.
Independent AI · Cybersecurity · Data Systems
Help keep a small research lab running.
We are building a practical environment for AI experiments, security workflows, analytics pipelines, and field-tested prototypes. Support is used for infrastructure, compute, storage, monitoring, and lab environments — not hype.
What we are building
Research that needs working infrastructure.
Cybersecurity workflows
Building controlled environments for security validation, vulnerability analysis, and defensive process design.
Analytics pipelines
Connecting web events, BigQuery-style analysis, dashboards, and customer journey data models.
What support funds
Not coffee only. Infrastructure.
A coffee helps. A serious contribution helps us rent the systems, services, and controlled lab space needed for repeatable research.
Cloud services
Hosting, DNS, security controls, logs, monitoring, and deployment environments.
Compute and AI usage
Model testing, API credits, experiments that require longer runs, and workload evaluation.
Data and analytics
Event pipelines, storage, query workloads, reporting, and prototype dashboards.
Security lab environment
Isolated testing infrastructure for safe validation, controlled demos, and documentation.
Funding principle
Transparent, practical, and modest.
We do not promise unrealistic returns or exaggerated breakthroughs. We are asking for support to maintain a serious independent environment where useful experiments can be built and tested.
Support by Bitcoin
Fund the lab environment.
Use the address below to support infrastructure, compute, storage, and research operations. Contributions of any size are appreciated; larger sponsorships can materially extend what we are able to build and test.