Find the value
Identify and prioritize AI opportunities tied to commercial or operational outcomes.
Applied AI consultancy for SMEs
Turn AI ambition into measurable business value.
From strategy and opportunity discovery to production delivery and adoption - guided by 15+ years of hands-on AI leadership.
Discuss your opportunity
Experience that connects strategy to delivery
- 15+ yearsin AI and data science
- 25%maintenance-efficiency improvement from a predictive asset intelligence initiative
- End-to-endexperience from strategy to production
How I can help
Practical support at every stage
Engage for the full journey or focus on the stage where you need the most support.
Build the solution
Prototype, validate, and productionize the right forecasting, anomaly detection, optimization, machine learning, or generative AI approach.
Make it stick
Establish monitoring, governance, stakeholder adoption, and internal team capability.
Selected outcomes
Experience grounded in real operations
Energy
Regional energy company
predictive maintenance platform that improved maintenance efficiency by 25%.
Logistics
Global logistics operator
enterprise predictive maintenance supporting operational reliability.
Financial services
Financial services organization
forecasting and decision intelligence for complex planning.
Industrial operations
Industrial organization
fraud and anomaly detection strengthening risk controls and investigation efficiency.
About Tang
Senior guidance for decisions that matter
Tang Fan, PhD, PMP is a Singapore-based AI consultant with 15+ years of experience across consulting, energy, logistics, financial services, and industrial operations.
He combines business problem framing and executive stakeholder engagement with technical delivery, production deployment, and team mentoring - helping organizations move from an ambitious idea to an adopted, valuable capability.
Start a conversation
What business challenge could AI help you solve?
Share a little context and I will respond personally.
Your information will only be used to respond to your enquiry. If online delivery fails, email fan.tangfan@gmail.com directly.