E-commerce & Retail
Industries / E-commerce & Retail

The order shipped. The customer asked three times where it was.

Online stores, marketplaces, DTC brands and the shop floors behind them. Orders arrive from four channels, returns arrive from all of them, and the invoice has to be stamped correctly every single time.

< 4s
first reply on any channel
80%
of enquiries resolved without a human
0
CFDI rejections since launch
content published, same team
AI for orders, returns, invoicing and content

Orders, returns and invoices that have to be exactly right.

Winning the order was the expensive part. What loses the customer is the message nobody answered, the return decided one way online and another at the counter, the invoice stamped on a number nobody validated. Our core employees answer on every channel in seconds, resolve what your protocols already cover, and hand the rest to a named person with the full history attached — never a promise they aren’t authorised to keep.

What arrives, and how

Messages, voice notes and forms across WhatsApp, Instagram, marketplaces, web chat and the counter.

What we do with it

Resolve inside protocol so a return is decided the same way online and in store, check every invoice before it is stamped, and escalate with the whole thread rather than a summary.

What never leaves your people

Issuing a refund, stamping an invoice, publishing without approval.

The artifact

The pre-publish brand check, exactly as Sam filed it.

Every line carries the check that produced it, and anything held stays visible with its reason attached. Structure and logic from a live deployment; values changed.

ConsoleTue 24 Jun 15:38
Sam — brand check · week 30 · 24 pieces
SamMarketing & contentBrand lead approval
Brand check · week 30 · 24 pieces~3 minto assemble
12 product images · autumn dropCatalogue and feed · palette, background and logo clearanceClear
Caption A · “lowest price online”Claim is not in the approved manual · two alternatives proposedHeld
Email headerKlaviyo · logo over photograph, contrast below standardHeld
Story adaptations ×4Safe area and legibility checkedClear
Marketplace copy ×6Mercado Libre · voice v2, no unapproved claimsClear
Marketing note · WhatsApp · 09:40

«¿Podemos poner "el precio más bajo en línea"? Es lo que trae la competencia.»

Sam’s decision

The claim isn’t in your approved manual and it is the kind of line a regulator reads literally, so Sam holds the caption and proposes two approved alternatives. Twelve images ship the same morning; the one sentence that needed a decision waits for a person.

check W30-0f1 · approved 11:20 by V. Nava, Brand Lead22 pieces approved · 2 returned for edits · nothing published unreviewedFull audit trail →
The stack it runs on

Inside Shopify, your POS and your marketplaces — not beside them.

Customers keep writing where they already write, and the counter keeps selling the way it sells. Orders keep flowing where they already flow. What changes is that every message gets an answer in seconds and every invoice is checked before it is stamped.

Systems

Connected on the systems you already run

ShopifyAmazon / Mercado LibreWhatsApp BusinessInstagram / FacebookKlaviyo / MailchimpPOS systemsERP3PL APIs+ any system with an API
Regulatory

Built against the rules you’re audited on

CFDI / SAT invoicing (MX)Consumer protection lawReturn policy complianceLFPDPPP data privacyCCPA+ any rule you’re audited on

Your checklist is the source of truth, not ours. When a rule moves and the checklist doesn’t, your compliance lead gets told.

A day on the store

Most of it happens when your team is asleep.

One Tuesday from a live deployment, reconstructed from the audit log. Times are local.

01:20

Alex answers 34 overnight messages — order status, sizing and two return requests.

08:40

Atlas flags an item oversold between the warehouse and the 3PL before it ships twice.

10:58

Alex confirms a triple charge, tells the customer a person is coming, and escalates.

12:30

Memo holds an invoice whose RFC doesn’t match the SAT record before it is stamped.

15:10

Sam delivers six catalogue images and three captions for approval, on brand.

22:45

Alex handles the evening rush without a queue forming.

Rough estimate

An estimate you can check, not a quote.

Every assumption is written underneath. If one of them is wrong for your operation, the number is wrong — tell us and we’ll run it on your real volumes during the diagnostic.

Your volume

How many customer interactions does the business handle in a month, online and in store?

6,400
interactions / month
50030,000+
Hours reclaimed
363
hours a month back with the ops team
4,352
hours a year
2.3
full-time equivalent
Assumptions
4 min of agent time per interaction today15% still need a full human pass160 hours per full-time monthHours reclaimed, not headcount removed
Start the conversation

Tell us where the
work piles up.

Send us the process that keeps your team late and we'll come back with a concrete read on what an AI employee would take off their hands — not a generic deck.

  • A real person reads every message. No chatbot, no ticket queue.
  • We reply within one business day, in Spanish or English.
  • The first conversation is a 30-minute operational diagnosis. No commitment.

We only use this to reply. No lists, no resale.

In production

An omnichannel retailer, four sales channels and eleven stores.

Company name withheld under NDA. Numbers verified by their own internal audit six months after go-live.

Before

Two agents worked a queue that never emptied, and the answer depended on who replied — a return approved online could be refused at the counter. Invoicing errors were found by customers, and content stopped whenever the queue got busy.

After

Alex answers everything in seconds and applies the same return policy on every channel; Memo validates every invoice before stamping; Atlas keeps branch and warehouse stock on one number; Sam keeps the calendar moving. The queue empties every day.

< 4s
first reply
80%
resolved without a human
0
invoicing rejections
≈ 3 mo
to full operation
Start with a diagnostic

Two weeks in your queue, on your real orders.

Someone from our forward-deployment team works your inbox, your counter and your invoicing by hand, maps what is actually costing you repeat customers, and shows you exactly where this fits. No commitment either way.

No commitment · 2-week diagnostic · clear proposal