Legal AI Platform
Built an on-premises legal document intelligence system with tri-database retrieval (lexical + vector + graph), M365 integration, and email-first interface. Production deployment handling 500k+ documents.
FOUNDER
Finn Wilson
Founder & Technical Director
Cross-domain engineer with experience building production AI systems for legal, defence, and mining — plus autonomous robotics research. Based in Sydney, Australia.
Selected projects
Defence Systems Automation
Developed automation tooling for a major defence program team, saving ~500 engineering hours/year. Systems engineering, requirements management, and PLM integration.
Mining ML Research
Uncertainty-driven sampling optimisation for exploration drilling. Simulation studies showed ~40% theoretical cost reduction and ~50% improvement in information per sample.
Robotics & Autonomy Research
UAV swarm coordination research — biomimetic herding algorithms achieving ~91% effectiveness vs ~65% baseline. Multi-agent systems, ROS/Gazebo simulation, field validation.
Background
University of Sydney
Bachelor of Engineering (Mechatronics & Space) with First Class Honours
Bachelor of Science (Advanced Physics)
Selected achievements
- First class honours, Mechatronics & Space Engineering (University of Sydney)
- Production AI systems deployed for legal and defence clients
- Research experience in autonomous systems and machine learning
Get in touch
Interested in working together or discussing a project?