AI Shophouse Ventures
How We Work
AI Shophouse develops and incubates ventures to explore how AI can extend access to expertise in meaningful, implementable, and commercially relevant ways. Each venture brings together product exploration, applied research, and business development, allowing us to examine how AI can surface, apply, and scale expert knowledge in real-world contexts.
Our ventures function as:
Product exploration, where ideas are validated through user discovery, prototyping, and iterative testing, with attention to desirability, technical feasibility, and practical fit.
Active research, through which technical, behavioural, and commercial assumptions can be tested.
Commercialisation and business development pathways, where insights, products, or partnerships demonstrate real-world viability.
Our Ventures
Stealth Venture— Expertise & Agentic Intelligence
Our latest venture explores how AI systems built around agentic intelligence can provide access to expert-level knowledge, guidance, and reasoning for adult learners and professionals. The focus is on designing AI that actively understanding through tailored explanations, adaptive guidance, and concept-led learning.
This is our version of AI Shophouse’s Masterclass, a programme designed to connect adult learners with experts. The venture remains in stealth mode while core concepts, technical approaches, and product directions are developed and validated.
Predata.ai
Predata.ai explored how AI-driven simulations and digital twins could be used to bring market research data to life. This venture focused on simulating human behaviours and perspectives based on existing research, demographic information, and behavioural data.
Predata enabled decision-makers to explore how different groups might respond to ideas, messages, or scenarios—engaging with market research in a more dynamic and intuitive way than traditional, static research outputs.
Predata continues to inform AI Shophouse’s broader thinking around digital twins, agentic intelligence, and simulating humanistic behaviour from research data in real-world contexts.
Collaborating with AI Shophouse
We welcome conversations with people and organisations interested in exploring new venture ideas, contributing expertise, or engaging with our current work. This includes experts who are curious about how AI can be applied in their own fields and want to experiment, learn, or build alongside us.
Collaboration might involve product exploration, applied research, or piloting ideas in real-world contexts.
If you’d like to learn more about our ventures or explore working together, we would love to hear from you.