Your Life Is Not Training Data
82% of consumers see AI data loss-of-control as a serious personal threat (Relyance AI, 2025). Here's what data sovereignty actually means when your AI tool handles your most sensitive memories.
Founder
Software Architect & AI Engineer
Founder of Linubra. Building tools that capture reality and retrieve wisdom. Software architect with a passion for AI-powered knowledge systems and the intersection of memory science and technology.
82% of consumers see AI data loss-of-control as a serious personal threat (Relyance AI, 2025). Here's what data sovereignty actually means when your AI tool handles your most sensitive memories.
75% of athletic injuries are associated with anxiety or depression (PMC, 2024). A founder's board-meeting stress caused a running injury no app caught — because the data lived in different silos.
Knowledge workers spend 25% of their workweek just searching for information (Glean/Harris Poll). Every note-taking system carries a hidden Maintenance Tax. Here's why we eliminated it.
Knowledge workers lose 9.3 hours per week searching for information (McKinsey). Note-taking tools demand constant maintenance. A Reasoning Memory Engine builds the knowledge graph for you.