Industries · Retail and e-commerce
Answer customers on WhatsApp quickly, and keep refunds in human hands
D2C brands and retailers get the same questions all day: where is my order, can I exchange this size, is this back in stock. AI answers these well when it can see your order and stock data. It also helps catalogue teams write and check product listings. Refunds, goodwill gestures and complaints stay with your support team.

Where agents help
Five places to start in retail and e-commerce
WhatsApp order support
Support agentOrder status, delivery dates, size exchanges and return pickups are answered from your store and courier data. Refund requests and angry customers go straight to a person with the conversation attached.
Catalogue listing checks
Document extraction agentNew product listings are checked for missing sizes, wrong HSN codes, mismatched images and prices that differ across marketplaces, and the catalogue team fixes what is flagged.
Marketplace settlement matching
Invoice matching agentPayouts from marketplaces and payment gateways are matched to orders, returns and fees, and unexplained deductions are listed for the accounts team to raise.
Store staff product help
Research assistantStore staff ask about fabric care, size charts or the current offer, and get answers from your own product data without calling the head office.
Wholesale and B2B enquiries
Sales copilotBulk enquiries from resellers and corporate buyers are qualified, priced from the approved list and handed to the sales team with a draft quote.
Watch one at work
The support agent in a working day
Answers routine order questions on WhatsApp and hands the rest to your team
WhatsApp support, 14 Aug 2026
Hi, mera order #SK48213 abhi tak nahi aaya. 5 din ho gaye.
Namaste. Order #SK48213 Shiprocket par 'In transit' hai, Surat hub se 12 Aug ko nikla. Delivery 16 Aug tak expected hai. Tracking link: shiprocket.co/t/48213
Ok. Aur pichle order ka serum leak tha, uska kya?
Sorry to hear that. Kya aap leak ki ek photo bhej sakte hain? Main ise quality team ko bhej raha hoon.
Ticket #FD-2291 opened: damaged product, order #SK47760. Assigned to Neha (support lead) for replacement approval.
- Step 1Customer writesWhatsApp, web, email
- Step 2Intent understoodIn their language
- Step 3Answer from your dataOrders and policies
- Step 4Handover if neededWith full context
- Step 5Closed and loggedWith sources
An example scenario
A D2C apparel brand's WhatsApp support
A Jaipur clothing brand gets most of its support messages on WhatsApp after a sale, and replies slip to the next day. An agent answers order status and exchange questions using the store and courier data, and books return pickups within the brand's policy. Refunds, damaged items and unhappy customers are handed to the two-person support team with the full chat and order history.
Illustrative example. It describes no real customer.
Data and rules to respect
- Customer names, numbers and addresses are personal data under the DPDP Act. Marketing messages need valid consent, and customers can withdraw it.
- WhatsApp Business messaging follows Meta's policies on opt-in and message templates. The agent only starts conversations within them.
- Promotional SMS and calls fall under TRAI's rules on commercial communication, including registered templates and preferences.
- E-commerce sellers must run a grievance process under the Consumer Protection (E-Commerce) Rules. Complaints raised to the agent are passed to that process, and only that process closes them.
A plain summary for general guidance. Your counsel gives legal advice and decides how these apply to you.
Questions
From retail and e-commerce teams
Will the agent issue refunds on its own?
By default, no. It collects the details and a person approves the refund. You can allow small refunds within set limits if you choose.
Which store platforms does it connect to?
It works with Shopify, WooCommerce, ShopenUp and custom stores through their APIs, and with common courier and payment gateway dashboards. A new connector can be built by our team on 2good terms.
Can it reply in Hindi or regional languages?
Yes, in languages the chosen model handles well. Replies are tested with your team in each language before go live.
Agents used here
Where to look next
Automation agent
Support agent
Answers routine order questions on WhatsApp and hands the rest to your team
Learn moreAutomation agent
Document extraction agent
Reads scanned forms and documents and fills the fields your system needs
Learn moreAutomation agent
Invoice matching agent
Matches supplier invoices to purchase orders and goods receipts before they reach Tally
Learn moreSee it on your work
Bring one slow, repetitive process. We will show you an agent doing it.
A working session with someone who builds these every week.
Or get a ballpark proposal in two minutesWhat happens next
- Step 1A short call about one process and the systems involved
- Step 2A demo of an agent working on a version of your task
- Step 3A clear view of fit, approvals and what it would take