Customer emails, answered with zero touch.
A fully automated pipeline that reads, classifies, answers and routes customer emails around the clock for a national telecom provider, and hands a person only the cases that genuinely need one.
- ~$300K a year saved: in recurring support operating costs.
- Zero touch for most emails: routine queries resolved with no manual triage.
- Safe by design: complex, sensitive or uncertain cases always go to an agent.
Meet our client
- Client
- National telecommunications & digital services provider
- Industry
- Telecommunications, digital services
- Market
- South Asia
In a nutshell
The client runs one of the region's largest telecom and digital ecosystems, with millions of customer interactions a year. Every support email about billing, service issues, complaints or general questions had to be read, classified, answered and routed by a person. We built a zero-touch system that does all of that automatically in real time, combining deterministic workflow logic with NLP classification and policy-aligned responses, and escalates to agents only when a human is genuinely needed.
Four manual steps for every email
Read it, classify it, draft a reply, route the ticket: every email went through people, so at peak times the queue simply grew. Set the peak and see what a day looked like, then switch on zero touch.
- High cost: whole support roles existed just to triage and send basic replies.
- Slow first responses: customers waited, longest during busy periods.
- Inconsistent answers: the same question got different replies from different agents.
- Peak bottlenecks: volume spikes created backlogs and long delays.
- Wasted skill: experienced agents spent their time on routine emails.
Every email understood in seconds
Emails are captured straight from the enterprise mailbox. NLP classification decides what each one is about and how urgent it is, and flags anything sensitive. Pick an email and classify it.
The same right answer, every time
Replies come from predefined templates and response logic aligned with support policy, filled with the details of each case and checked before sending. Choose a case and watch the reply assemble.
Automate the routine. Escalate the rest.
Low-risk queries are resolved automatically; complex, sensitive or ambiguous ones go to an agent. Move the safety line yourself: the higher you set it, the more the system hands to people. Then turn the safety rules off and see why they exist.
One workflow from inbox to resolution
n8n orchestrates the whole process on AWS, connected to Google Workspace mail and the existing ticketing and support workflow. Send an email through it, or tap any node.
Full automation, without the risk
Answers had to be right, escalation had to be safe, and everything had to plug into the support operation that already existed. Flip each card from the challenge to how we solved it.
Lower cost, faster replies, same service quality
Following deployment, the system removed manual triage, cut recurring costs and sped up responses, while keeping replies consistent with support policy.
Answer every routine email. Instantly.
Zero-touch automation for high-volume support, with people kept for the cases that need them.
- 01Your business objective
- 02The technical context
- 03The right next step