Industry · Retail & E-Commerce
Catch churn before it happens
Agentic churn prediction for retail and e-commerce: signals, risk scores, and win-back plays on one WEAST platform, with forecasting and inventory agents behind the scenes.
Signals to win-back · Human-approved plays · Data sovereignty
Agentic churn prediction
A loop that catches drift early
Signals stream in from usage, support, and payments. The risk agent scores who is drifting, the insight agent explains why, and the outreach agent runs the win-back, all grounded in customer memory.
The loop never sleeps: every win-back outcome feeds the next score, and every risk comes with a reason your team can act on. Humans approve the plays.
Signals
Usage dips, support tone, and payment slips stream in.
Risk Agent
Scores who is drifting, before they say goodbye.
Insight Agent
Explains why: price, SLA, or silence.
Outreach Agent
Win-back offer in the right channel, at the right moment.
Customer memory
Every outcome feeds the next score. Humans approve the plays.
Every win-back outcome feeds the next score.
Use cases
What retail teams run on WEAST
Churn Prediction & Retention
Agents score who is drifting, explain why, and run win-back plays your team approves, before the customer says goodbye.
Demand Forecasting
Agents forecast demand per SKU and season, so purchasing plans arrive before the spike, not after it.
Smart Inventory
Automatic reorder points and cross-warehouse balancing that prevent stockouts and overstock.
Support & Returns
24/7 handling of order status, returns, and exchanges in Bahasa Indonesia, with order context attached.
Visual Search
Customers search with photos; the agent matches style, suggests alternatives, and continues the chat.
Local by design
Built for how Indonesia shops
WhatsApp-first commerce
Conversational selling where your customers already are, with handoffs to humans when it matters.
Bahasa & slang NLP
Language understanding for Indonesian patterns, slang, and regional dialects, not translated templates.
Channel-ready architecture
The same shared-memory agent architecture extends to more channels as your team turns them on.
Seasonal scale
Built to stay calm through Ramadan and harbolnas spikes, with agents absorbing the surge.
Sovereign & secure
Customer data stays in your environment, with tenant boundaries and audit trails per workspace.
Outcomes
What changes for your brand
Earlier warnings
risk scores arrive while there is still time to act
Every score explained
reasons your team can act on, not a black box
One platform
churn, forecasting, and inventory agents under one governed WEAST
Bring agentic AI to your enterprise
Talk to our team and deploy WEAST on your terms. Same platform, same security, wherever your data lives.
Deploy on your terms
Your data stays in the country and in the environment your regulator expects, because WEAST runs in your cloud account, your VPC, or your own data center.