THE OPERATIONS LAYER

Customer servicethat knows the cost.

Xolus turns every after-sales conversation into a controlled decision: policy, cost, approval, and outcome.

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Introduction

Xolus is an operations layer for commerce service teams, designed to turn repetitive conversations into consistent decisions, measurable outcomes, and calmer support. 

Built first for Douyin merchants, Xolus connects customer intent with product rules, order context, supplier policies, and refund limits.

The result is not an AI chatbot. It is a controlled service workflow: understand, calculate, approve, and learn.

Solutions

A service desk with financial memory.

Every recommendation is attached to a rule, a cost, and an approval state.

See the workflow

xolus.ai / operations

Live queue

calibrated
Surface damage¥15Approve
Missing accessory¥8Evidence
Shipping damage¥22Review
Changed mind¥0Retain

Decision

Return request

Human approval
Customer

“The item arrived scratched. I want a refund.”

Issue

Surface damage

Risk

Medium

Evidence

Required

Calculated boundary

Offer

¥15

Ceiling

¥23

Return loss

¥46

Suggested reply

Apologize, request evidence, and offer partial compensation within the approved range.

The model does not send refunds. Rules calculate; people approve.
Xolus in Numbers

0s

Decision time

From first message to a suggested service action.

0%

Adoption rate

Recommendations accepted by support teams in pilot workflows.

¥0

Monthly leakage reduced

Estimated monthly over-compensation reduced in demo modeling.

0%

Return pressure down

Lower return-refund pressure through calibrated negotiation.

Control

Your team keeps control of every refund, every message, and every exception before anything reaches the customer.

Xolus is designed for assisted operations: models understand context, rules calculate boundaries, and humans approve the final action.

No auto refunds
No auto send
Rule history
Approval gates

Pilot

Start with 100 real service cases.

We model your products, costs, supplier policies, and support rules, then test Xolus against real after-sales conversations.

Request Pilot

01

Import

02

Calibrate

03

Assist

04

Report

FAQs

Frequently Asked Questions