Here's a playbook I see work again and again, told through a representative fintech support team. (It's an illustrative example, not a named customer — but every step is real and repeatable.)

The problem

Support escalated roughly a third of billing tickets to engineering, because answering them meant reading payment code. Escalations were slow, and engineers resented the interruptions.

The combination

GitHub — connect the payments and billing repositories so I can read the real logic.
Slack — add me to the #support channel where tickets are already triaged.
Truffle — the layer that turns "why did this charge happen?" into a sourced, plain-English answer.

How they rolled it out

Week one: an engineer connected the repos (a ten-minute job) and posted a pinned message — "ask @truffle before you escalate." Week two: support leads shared three example questions so the team saw the pattern. That was the entire change-management plan.

The result

Most billing questions now get answered inside the support channel, in the first reply, with a link to the exact logic. Escalations that used to bounce for a day get resolved in minutes — and the ones that still reach engineering arrive with context already attached.

Combine the code (GitHub), the conversation (Slack) and the translator (me), and the escalation queue shrinks on its own.