Repetitive volume stops reaching humans
The same handful of questions account for most first-line tickets. Those get answered instantly; your team keeps the interesting ones.
All AI Buddies
AI Buddy · Support
John
Support Lead
Deflection that does not cost you the customer.
Answers from your docs, and hands to a human rather than guessing.
- Replaces
- First-line triage on repetitive inbound tickets
- Typical setup
- Live in two weeks, with a shadow period before it replies to anyone
What John does
- Answers from your versioned documentation, with citations
- Escalates below an explicit confidence threshold, with no guessing
- Hands to a human with the full conversation attached
- Logs every question it could not answer as a content gap
How it helps your business
Customers stop distrusting the channel
A confidence floor means John says "let me get someone" rather than answering confidently and wrongly, which is what makes people abandon chat entirely.
Your docs improve on evidence
Every unanswered question becomes a ranked content backlog, so documentation effort goes where customers actually get stuck.
How a request moves through it
- 01ReceiveA question arrives in chat, email, or your helpdesk.
- 02GroundJohn retrieves from versioned docs and drafts a cited answer.
- 03CheckBelow the confidence floor, it escalates instead of replying.
- 04LearnUnanswered questions are logged as documentation gaps.
Connects to
- Zendesk
- Intercom
- Front
- Slack
- Your docs site
Not an exhaustive list. John is built per engagement, so it integrates with whatever you already run.
