From pilot to production in two weeks: how one support team did it

This is the sequence we ran with a support team handling a few thousand calls a week across four languages. Nothing here is unusual, which is the point. The parts that take time are predictable, and most of them are decisions rather than engineering.

Days 1 to 3: read the calls you already have

Before touching configuration, we exported three months of call reasons and sorted them by volume. Five intents covered just over 70 percent of inbound. That list became the scope of the pilot, and everything outside it was explicitly out of scope until the agent handled those five well.

Days 4 to 7: write the knowledge base

The five intents needed about forty entries between them. The team wrote them in Amharic and English, and the longest arguments were about what the agent should say when a policy has exceptions. That conversation is worth having early, because it is the same conversation the agent will otherwise have with a customer.

• Forty entries, authored by the support leads, reviewed by compliance.
• Read-only actions connected first: balance, status, hours, branch lookup.
• Escalation rules written as plain sentences, then encoded.

Days 8 to 10: connect the number

The telephony work took an afternoon. The agent was placed in front of the existing queue rather than beside it, so callers reached it on the number they already knew. Anything it could not resolve fell through to the same agents as before.

Days 11 to 14: ramp on live traffic

Traffic went to the agent in steps: 10 percent, then 40, then everything. Running on real calls from the start is what made the ramp fast, because the failures that showed up were real failures rather than the ones a test script imagines.

What we would do differently

Two things. Start the compliance review on day one instead of day four, because it was the only thing that ever sat idle waiting on someone. And add write actions a few days earlier: the team held them back out of caution, and the transcripts from week one showed the agent was ready before they were.