Resolve the repetitive tickets. Empower agents on the rest.
An AI layer over your support stack that answers common questions accurately, drafts agent replies grounded in your docs, and triages and routes — with clean handoff to a human the moment it's needed.
Most tickets are the same 20 questions.
Password resets, order status, how-do-I, billing — a large share of volume is repetitive and well-documented. That's exactly what AI handles well.
The risk is a bot that confidently gives wrong answers and frustrates customers. We avoid that by grounding every response in your actual help content, escalating cleanly when confidence is low, and keeping a human in the loop for anything sensitive. Agents get faster on the hard tickets; customers get instant answers on the easy ones.
Three modes, deployed in stages.
Agent assist first
Lowest risk: AI drafts replies grounded in your docs; agents edit and send. Immediate time savings, zero customer risk.
Triage + routing
Auto-classify, prioritize, and route tickets; summarize long threads for whoever picks them up.
Customer-facing deflection
For well-covered topics, a grounded assistant answers directly — with confident escalation to a human.
Knowledge grounding
Every answer cites your help center; gaps surface as content to write.
Safe escalation
Low confidence, frustration signals, or sensitive topics hand off to a human with full context.
Measure + tune
Deflection rate, CSAT, and handle time tracked; prompts and content tuned on real transcripts.
A bad bot vs. what we build.
| Concern | Typical chatbot | What we ship |
|---|---|---|
| Accuracy | Makes things up | Grounded in your docs, cited |
| Escalation | Traps customers in loops | Clean handoff with context |
| Agent impact | Adds a tier to bypass | Drafts replies, saves time |
| Improvement | Static | Tuned on real transcripts |
| Tone | Generic | Matched to your brand voice |
Ways to engage.
- Grounded reply drafting
- Helpdesk integration
- Measured handle-time lift
- Deflection + triage + routing
- Knowledge grounding
- Safe escalation + analytics
- 30-day support
- Transcript-based tuning
- Content-gap reports
- New channels
Triage, draft, and escalate — safely.
Grounded in your help center, with a clean handoff the moment confidence drops or a customer is upset.
const t = await triage(ticket) // intent, priority, sentimentconst ctx = await kb.retrieve(ticket.body, { asUser: "support" })const draft = await drafter.reply(ticket, ctx, { tone: brandVoice })if (t.confidence < 0.7 || t.sentiment === "angry") return escalate(ticket, { to: "tier2", context: draft })return suggest(draft) // agent edits + sendsStart with agent-assist so a human is always in the loop, then graduate specific, well-covered topics to direct deflection.
Grounded answers, never confident guesses.
Every response is grounded in and cited from your real help content, and low-confidence cases escalate instead of inventing an answer.
We tune against real transcripts so deflection rate and CSAT move in the right direction together.
Automate supportCommon questions.
Won't customers hate talking to a bot?
What if it gives a wrong answer?
Does it work with Zendesk/Intercom?
How fast do we see impact?
Send us your top 20 ticket types.
We'll tell you which are safe to deflect, which are agent-assist wins, and what kind of rollout makes sense.