CUSTOMER STORIES
How a Three-Person Retail Team Handles 500 WhatsApp Messages a Day
See how online retailer Toko Serba Ada reduced agent message volume by 58% and cut average response time from 47 minutes to 8 minutes with Orqestra automation.
About the business: Toko Serba Ada is a Surabaya-based online retailer selling household and kitchen products throughout Indonesia on Tokopedia, Shopee, and its own website. The company processes 200-400 orders a day and can receive up to 500 WhatsApp messages on busy days.
Before: One Number, One Phone, Three People Taking Turns
Rizal, the founder of Toko Serba Ada, explained that the customer service team originally managed every message from one WhatsApp Business number on a single phone.
"In practice, the phone sat on the desk of whoever arrived first. At shift change, we handed it over. If someone was sick, hundreds of messages could pile up before anyone opened them."
This is common in a growing business. The WhatsApp Business App is easy to start using on a phone, but it does not scale with a team.
The company faced several specific problems:
Inconsistent response times. On busy days, some messages waited 3-4 hours for a reply. Several customers moved to a competitor before the team responded.
No shared visibility. An agent starting the afternoon shift could not see which conversations were already handled. Some customers received two conflicting replies.
No practical way to share conversation history. When an existing customer complained, the team had to scroll through old messages to reconstruct the context.
"The most exhausting part was answering the same questions—'How much is shipping to Makassar?', 'Has my order shipped?', or 'Can I pay by BCA transfer?' We calculated that about 60% of incoming questions repeated the same topics," Rizal said.
The Transition: Migrated in One Weekend
The decision came after two agents became sick on National Online Shopping Day. The team temporarily closed WhatsApp Business because nobody could manage it, leaving several customers who had paid deposits without confirmation.
Rizal began setting up the platform on Saturday evening. "It was faster than I expected. We connected the WhatsApp number through a popup in the dashboard, with no configuration elsewhere. By Sunday afternoon, every agent could log in from their own laptop."
The first automation handled the questions customers asked most often. The team reviewed past conversations, identified the eight most common questions, and created keyword-triggered responses.
The Result: Three People Managing Work That Once Needed Five
Three months after implementation, Rizal shared the results:
Agent message volume fell by 58%. Before, almost every message needed a manual reply. Now, automation answers most common questions within seconds.
Average response time fell from 47 minutes to 8 minutes. During busy periods, the bot delivers an immediate first response. Agents step in only when the case needs more help.
Duplicate replies disappeared. Every agent can see each conversation, and only one person can reply at a time.
"What I appreciate most is that the business now runs normally even when an agent is absent. The bot handles standard questions, and the other agents can manage the higher volume without becoming overwhelmed."
The Features That Changed the Team's Work
Rizal identified three features with the greatest impact:
Internal notes. Agents can leave context for the next person in the same conversation thread. "If I am handling a complicated case, I leave a short note. The next shift understands the situation without having to ask me."
Automatic assignment. Technical product questions go directly to the most experienced agent in that category, while general inquiries enter a shared queue.
Daily reports. "Before, I did not know how many messages arrived each day, how many we answered, or how many waited more than 30 minutes. Now I check the report every morning and can see whether an agent is overloaded or a particular time creates a bottleneck."
What Comes Next
Rizal is considering an integration with the warehouse system so customers can check order status in real time through an automated flow without involving an agent.
"My goal is to resolve 80% of conversations without an agent. Not because I want to reduce the team, but because agents should focus on work that needs a human touch: serious complaints, negotiation, and loyal customers who deserve extra attention."
His advice to businesses at a similar stage is simple: "Do not wait until the team is overwhelmed. Setup was not as complicated as I expected, and we felt the impact during the first week."
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