Tamra Fakhoorian
Building an independent black box for autonomous machines and systems.
Founder/Chief Systems Architect · Mayfield, Kentucky, US
Open to advisory
Customer acquisition · Product · Operations & Finance · Leadership & Strategy
Makes warm intros to
5
Hours / month
About Tamra
My background is in finance, business operations, manufacturing, logistics, and building organizations from the ground up.
I spent many years helping run a metal fabrication company, later worked as a long-haul truck driver and trainer, and then built an international organization that brought together people from more than 20 countries.
I’m a practical problem-solver and systems thinker. I’m especially interested in problems that sit between technology, business, safety, and public trust.
Today, I’m building Lemnetix because autonomous machines will need more than intelligence. They will also need accountability. When something goes wrong, there should be a trusted, independent record of what happened.
Company
Lemnetix
www.lemnetix.ai
Lemnetix is developing an independent black box for autonomous machines and systems. It compares data from internal and physical sources, detects when those sources disagree, and preserves a secure, verifiable record of what actually happened. The goal is to give manufacturers, insurers, regulators, and operators evidence they can trust when something goes wrong.
Company Stage
Development
Industry
Technology
Skills
Organization Building
Built an international association from the ground up, growing it to more than 700 members in over 20 countries. I am now building Lemnetix, a deep-tech company focused on trusted evidence for autonomous systems.
Entrepreneurship
Proven ability to build organizations from the ground up, currently exemplified by founding Lemnetix.
Leadership
Led an international organization that brought together people from more than 20 countries.
Founder
Successfully founded Lemnetix, an organization developing critical technology.
Business Operations Optimization
I help founders identify bottlenecks, simplify operations, set priorities, and build practical systems that improve how the business runs.
Manufacturing
Gained experience in the manufacturing sector by helping run a metal fabrication company.
Startup Strategy
Founded Lemnetix and previously built an international organization.
Company Building
Demonstrated capability in building multiple organizations from the ground up.
Systems Thinking
Applies a systems thinking approach to analyze and address complex challenges.
Problem Solving
Identifies as a practical problem-solver, focusing on complex interdisciplinary issues.
Technology Industry
Currently building a company, Lemnetix, operating within the technology industry.
Autonomous Systems Industry
Specializes in developing solutions for autonomous machines and systems.
Black Box Technology
Actively developing an independent black box solution for autonomous machines and systems.
International Organization Building
Built an international organization, fostering collaboration across more than 20 countries.
Business Operations
Possesses a strong background and hands-on experience in managing and running business operations.
Management
Managed operations within a metal fabrication company and led an international organization.
International Business
Successfully built and managed an international organization involving people from over 20 countries.
Manufacturing Industry
Has experience in the manufacturing sector, particularly metal fabrication.
Interdisciplinary Thinking
Naturally seeks to solve problems that bridge technology, business, safety, and public trust.
Logistics Industry
Possesses direct experience within the logistics and transportation industries.
Autonomous Systems Development
Involved in creating solutions and frameworks for autonomous machines.
Logistics
Demonstrates practical experience in logistics through work as a long-haul truck driver and trainer.
Robotics Industry
Implied knowledge and focus on robotics through work with autonomous machines.
Finance Industry
Has a background in the finance sector.
Product Development Management
Leads a company in the development stage, overseeing the creation of a new technology product.
Data Security
Committed to preserving secure and verifiable records for autonomous systems.
Data Comparison
Developing methodologies to compare data from internal and physical sources.
Training
Served as a trainer in the long-haul trucking industry.
Finance
Has a background in finance, suggesting foundational knowledge and practical application.
Strategy
Focused on solving complex problems at the intersection of technology, business, safety, and public trust.
Transportation Industry
Worked as a long-haul truck driver, demonstrating direct experience in transportation.
System Architecture
Designing systems that compare data, detect discrepancies, and secure records.
Record Keeping
Establishing trusted, independent records of events for autonomous systems.
Data Verifiability
Creating systems to ensure that records are verifiable and trustworthy.
Anomaly Detection
Focuses on detecting discrepancies when data sources disagree within autonomous systems.
Data Validation
Ensuring the integrity and accuracy of data within complex systems.
Stakeholder Management
Engages with a diverse group of stakeholders including manufacturers, insurers, regulators, and operators for Lemnetix.
Data Integration
Working with integrating data from diverse internal and physical data sources.
Risk Management
Concerned with creating trusted and independent records for autonomous systems to mitigate risks.
Safety & Public Trust Industry
Addresses problems at the intersection of technology, safety, and public trust.
Governance
Emphasizes the importance of accountability in autonomous systems, reflecting governance considerations.
Insurance Industry
Lemnetix's solution targets insurers, indicating engagement with the insurance sector.
Regulatory Industry
Lemnetix's solution aims to provide evidence for regulators, engaging with regulatory bodies.
Experience
milestone
Founder / Leader
International Lemna Assoc.
Built and led an international organization that successfully brought together people from more than 20 countries.
Successfully established and scaled an international organization from the ground up, fostering global collaboration and demonstrating strong leadership.
job
Long-Haul Truck Driver & Trainer
Transportation Company
Worked as a long-haul hazmat tanker driver, US and Canada, gaining significant logistics experience, and also served as a trainer.
Successfully performed long-haul trucking duties and trained new drivers, demonstrating expertise in transportation operations.
job
Operations / Management Role
Vegan Metal Fabrication Company
CFO /CEO -operations of a metal fabrication company.
Played a key role in the daily functioning and operational success of a manufacturing business for 18 years.
job
Founder / CEO
Lemnetix
Leading the development of an independent black box for autonomous machines, focusing on data comparison, anomaly detection, and secure, verifiable record preservation to ensure accountability when something goes wrong.
Founded Lemnetix to address a critical need for accountability in autonomous systems, developing a solution that provides trusted evidence for manufacturers, insurers, regulators, and operators.
job
Operations Manager / Operator (Implied)
Undisclosed Metal Fabrication Company
Assisted in the management and daily operations of a metal fabrication company for an extended period.
Contributed to the operational success and management of a metal fabrication business, gaining significant experience in manufacturing and business administration.
job
Long-Haul Truck Driver and Trainer
Undisclosed Company
Operated as a long-haul truck driver and provided training services to other drivers.
Gained extensive hands-on experience in logistics, transportation, and developed skills in professional training.
job
Organization Builder / Leader
International Organization
Developed and managed an international organization, fostering collaboration and bringing together individuals from more than 20 countries.
Successfully built and led an international organization, demonstrating strong leadership and cross-cultural management skills.