Commerce Intelligence

Know Who's Ready to Buy.
Before They Do.

An AI framework that turns data into decisions you can actually measure.

Most marketing runs the same way — cast the widest possible net, then hope someone buys. It's the most expensive way to grow an e-commerce business, and the least effective.

We built an AI framework that tells you who's ready to buy right now, who's about to leave, and where your marketing budget is actually worth spending. Not guesswork. Decisions you can measure.

Three Scores
That Change
Everything

Propensity to Buy
Know which customers are ready to buy — before they click. The right message, at the right time, only to the right person.

Churn Risk
Know who's about to stop buying — before it's too late. Retaining a customer you already have outperforms winning a new one, every time.

Customer LTV
Know which customers are truly valuable in the long run. Invest in the people worth investing in — not the same spend on everyone.

PDPA Compliant
Every data point we use complies with Thailand's PDPA. Consent documented. Every step auditable. Audit-ready at any time.

Data In.
Decisions Out.

The system connects to GA4, your CRM, and your e-commerce platform — processes the data through AI models — and sends the right signals back to the marketing channels you already use.

No stack to change. No months of waiting for data to accumulate. The models learn, adapt, and improve on their own — with reports your C-suite can read and understand in minutes.

"Machine learning isn't the future. It's already running inside the companies growing fastest. The only question is when you start."

Our framework runs on ML models trained on your business's real data, and adapts every month. Not rule-based settings you configure once and forget.

OUR CLIENTS