Aaron Mann
AI Strategy & Product Consulting

Aaron
Mann

Senior technology leader advising healthcare and enterprise clients on AI system design, product strategy, and commercialisation — from prototype to market.

Singapore
United States
Active Engagements
AI Readiness · Healthcare
Software Architect & Product Lead
Liminal X

Building the technical foundation of an AI readiness assessment platform for healthcare organisations — spanning full-stack development (Next.js, Supabase), AI coaching systems, and product strategy across the MAP assessment suite.

liminal-x.ai
US Market Entry · Rehabilitation Robotics
Sales Consultant
Articares

Leading US commercialisation for Articares — an NTU spinout with FDA-cleared rehabilitation robotics (H-Man and ReHandyBot). Executing distributor channel strategy, clinical champion development, and enterprise sales across SNF and eldercare markets.

articares.com
AI System Design & RAG Pipelines
Agentic Workflows & Fine-Tuning
Full-Stack Development (JS/TS)
Healthcare & Med-Tech Products
US Market Entry Strategy
Distributor & Channel Development
FDA Regulatory Pathways
APAC Enterprise GTM
AWS & Google Cloud (GCP)
Agile / Scrum Leadership
Data Governance
Enterprise SaaS Commercialisation

Let's work
together.

Available for consulting engagements across AI strategy, product leadership, and go-to-market execution. Based in Singapore, operating across the US and APAC.