Business and Project DevelopmentFinance and Investment AttractionStrategy and Economic Prediction

Artificial Intelligence for Labor Management​When Labs' technology solves real time problems with multiple stakeholders, ambiguity and constraints. In healthcare, we use digital tools to link labor management to staff safety and patient care.ARTIFICIAL INTELLIGENCE (Partial constraint satisfaction)When Labs' technology balances rules and preferences by encoding a series of constraints, then surfacing best-fit alternatives. Employer rules, labor regulations, collective bargaining agreements, and employee preferences are all encoded as situation-specific constraints and weighed in real-time against resource availability.MACHINE LEARNING (Big data)Continuous daily interaction with the platform by all stakeholders generates data streams which are collected and managed for audit and compliance risk, as well as for ongoing systemic improvement of the constraint library.NATURAL INTERFACES (Chatbots and speech recognition)Technology interaction is simplified to obviate application loading and staff training. Most staff simply phone or text as they would contact management today, and most rollouts are as simple as a policy change of whom to contact.

Department of Bioresource Policy, Business and Economics - Guest Lecturer- Graduate Student Supervision (Engineering)- Research Program (financial regulation)

- Identified and captured research funding for science and engineering faculties- Worked with professors to create research strategies and to write proposals- Developed energy, natural resource, and nuclear strategies for the University

- Consulting services for startup companies in IT, health and agri-business sectors- Wrote bylaws, prospectus, business plans and other investment documents- Project management, logistics and manage request for engineering proposals- Managed a full-time staff and up to 10 sub-consultants

- General management services including policy development and business planning- Managed market research and group facilitator contracts for business and public clients- Project leader and manager of consultants, sub-consultants and up to 25 research staff