Kraken Systems
We are an independent, founder-led technology organization. We design, build, run, and maintain the systems small businesses and teams depend on — websites and growth, AI and automation, and technical operations — all engineered in-house, with a public Research Lab and a Humanitarian Systems program behind them. Human authority stays in command; the work is measured and published honestly.
What we do
Kraken Systems builds and operates the technology behind a working public presence, AI-assisted workflows, and dependable infrastructure. Every area is supported by the Research Lab's measured evidence and by a humanitarian program that keeps the engineering pointed at a human problem.
For small businesses
Build, improve, and maintain your website — responsive, accessible, fast, and found: design, rebuilds, hosting, maintenance, SEO and local SEO, Google and Bing setup, analytics, and conversion.
They can build and improve my website and help customers find me →
For AI clients
Assistants, digital secretaries, business automation, and agent workflows — private and local AI, knowledge systems, and document workflows, with human approval built in.
Outcomes first: less busywork, better records, real follow-through →
For technical teams
Servers, Linux, storage, monitoring, recovery, automation, and self-hosting — infrastructure engineered and operated in-house, with measured results.
Systems that stay up — and come back when they don't →
Programs & entry points
Whether you run a small business, evaluate infrastructure partnerships, need AI that respects your authority, follow policy, or want to read the engineering evidence — there is a direct path from here.
For engineers and researchers
Experimental evidence: model research, large-context work, heterogeneous compute, agent research, benchmarking, and honest negative results — all traced to real measurements.
Evidence, not marketing →
For policy visitors
Project KATIA and Katia's Law: a developing research and humanitarian initiative for separated families — technology, resources, and lawful digital assistance.
A mission with a legal boundary →
For everyone
Published by status — active, developing, proposed, or research. A concept is never presented as a finished product.
Systems that prove the work is real →
Why we do it this way
We build capable systems through disciplined engineering, automation, experimentation, and intelligent use of available resources.
Resourceful by design — mixed-generation and unconventional hardware can still deliver serious capability when engineered around the right workloads. That engineering is what the Research Lab documents, and what the practice areas are built on.
Authority is never delegated away. Agents assist with research, organization, testing, and proposals; humans approve publication, credentials, money, legal claims, destructive changes, and sensitive records.
The system
Ursula · Orchestration
Coordination & approval layer — human-directed
Specialized AI Workforce
Research · engineering · QA · content · operations agents
Compute — Private / Local + Approved External
Heterogeneous self-hosted compute · approved external services
Work — Client · Research · Humanitarian
Websites & growth · AI & automation · systems ops · Project KATIA
Measured Results
Evidence · build records · published honestly
Research Lab · technical evidence
Humanitarian Systems · Project KATIA
A developing research and humanitarian initiative.
Project KATIA explores whether technology can help families find information, navigate complex systems, prevent international child abduction where possible, and support lawful efforts toward reunification. It is a developing initiative — not a service, and not a substitute for lawyers, courts, or law enforcement.
Hire or support
Whether you need a website built or fixed, an AI workflow automated, infrastructure operated, a hardware partnership explored, or want to support the humanitarian program — the direct route is a conversation. Kraken replies via email and prioritizes by mission, safety, and available capacity.
