Edward Mabonga
Founder, Pristone Technologies
Founder
Founder of Pristone Technologies and creator of Pristone Intelligence.
Edward Mabonga is an MIT-trained electrical engineer and computer scientist, senior software engineer, educator, and founder of Pristone Technologies. He created Pristone Intelligence to help organizations connect operational evidence to decisions without hiding uncertainty or replacing accountable human judgment.
MIT EECS
Electrical engineering and computer science
~19 years
Software-engineering experience
Founder-led
Strategy through implementation
Technical focus
Deep engineering connected to operational decisions.
Designing maintainable systems that connect data, applications, security, and operational workflows.
Building AI-assisted capabilities with explicit evidence, evaluation, limitations, and human review.
Translating consequential operational questions into reviewable product workflows.
Moving from unclear requirements to focused pilots and production-ready implementation paths.
Explaining complex tradeoffs so leaders, operators, and engineers can act from the same understanding.
Keeping strategic intent and technical execution connected throughout the engagement.
Why founder-led matters.
Consequential AI projects fail when the business decision, data assumptions, and technical implementation separate into different conversations. Founder-led delivery keeps those questions connected from first audit through production integration.