AI, deployed inside your business.
We are four operators from Google, Meta, AWS and McKinsey. We train your team, run your content engine, and automate the workflows that eat your week — whatever your industry.
Silicon Valley execution, Southeast Asian roots.

What's eating your week?
Describe the task in a sentence. Our AI — yes, we use it too — sketches how we'd automate it, right here.
An instant sketch, not a quote — the real answer comes from a 30-minute conversation.
Three ways we work
Start where the pain is. Every engagement is scoped to your actual workflow
— not a template.
Training & Masterclasses
Hands-on AI workshops for teams that sell, not code. One rule: you leave with something working, not just notes.
Managed AI Services
Done-for-you content and video. We research, script, produce and publish in your voice — you approve from WhatsApp in minutes a week.
AI Deployment Advisory
We map the workflows that eat your margin, deploy AI where it pays back, and de-risk the rest — security, compliance, change management.
Live today with real estate teams, an asset management firm and a recruiting firm — built for every vertical.
Mastering AI for Realtors
A hands-on working session — no jargon, no theory. Agents leave knowing how to put AI to work on the content, video and analysis that fill their week.
Attendance is by PropNex invitation. Want a session like this for your agency or team? Get in touch →
Four operators, zero handoffs
Partner-led means the people on this page do the work.
Between us: strategy, sales, operations and engineering — in English, 中文 and Tiếng Việt.

Oanh Nguyen
Two decades across Google, McKinsey and Intuit — most recently global launches and AI review automation at Google Play. Shipped 10+ AI tools in the past year.

Jessica Lee
Ten years inside Meta and Snap serving APAC's biggest advertisers — and building the generative-AI systems that automated her own team's work.

Gina Chiang
20+ years scaling B2B — APJ startup business development at AWS, new divisions at Google, investment research at First Republic Bank.

Jennifer
Full profile landing here shortly — role, track record and the companies on her résumé.
Clear answers on how we deploy AI
Straightforward answers about our partner-led model, services, and AI integration approach.
What does Shophouse Advisory do?
Shophouse Advisory is a partner-led AI deployment consultancy in Singapore. We help businesses automate time-consuming workflows, train non-technical teams in AI tools, produce automated video/content, and implement enterprise-grade AI systems with zero handoffs to junior staff.
Who are the operators behind Shophouse Advisory?
Shophouse Advisory is founded and operated by four senior tech operators with backgrounds from Google, Meta, AWS, Intuit, and McKinsey: Oanh Nguyen (AI Product & Strategy), Jessica Lee (AI Engineering & Architecture), Gina Chiang (P&L & GTM Operations), and Jennifer. Every engagement is partner-led with direct execution.
What core services does Shophouse Advisory offer?
We offer three primary services: 1) AI Training & Masterclasses (hands-on workshops for sales and ops teams to build working AI workflows), 2) Managed AI Services / The Video Desk (done-for-you listing video and content engine for realtors and professionals), and 3) AI Deployment Advisory (full workflow mapping, margin optimization, and secure AI integration for SMBs).
What industries and verticals does Shophouse Advisory work with?
Shophouse Advisory currently deploys AI solutions across real estate, asset management, and recruiting, and adapts custom AI automation systems for SMBs across all verticals in Singapore and Southeast Asia.
What is the AI Fit Check?
The AI Fit Check is an interactive diagnostic tool on the Shophouse Advisory website where business leaders describe a repetitive workflow bottleneck in one sentence to instantly receive a strategic assessment of how AI can automate it.
How do I get started with an AI masterclass or workflow audit?
You can send a note through our contact form below. We review your team's specific bottlenecks and respond within one business day with concrete next steps and custom scoping.
Tell us what's slowing you down
One form, one reply — within a business day. No newsletter, no drip sequence, no obligation.
Interested in a masterclass for your own team or agency? Pick it in the dropdown and tell us roughly how many of you there are.