Cut ticket volume by half — without cutting service.
AI-powered help centre, in-product answers, and smart routing that only escalates what actually needs a human.
Where teams get stuck without this.
These are the recurring patterns we hear on discovery calls — and the ones this solution is built to end.
The same ten questions eating your team's day.
PDF-style docs buried three clicks deep.
Customers churn while tickets queue.
You can't see what content is missing.
Every part built to production standard.
Search that actually answers, with citations to your docs.
Contextual answers where the question is asked.
Escalate only when confidence or sentiment drops.
Editors, versioning, review workflows, and analytics.
Zendesk, Intercom, Freshdesk, HubSpot, Front.
Coverage gaps, deflection rate, top unanswered questions.
How we build it with you.
- Step 1Audit tickets
Cluster last 90 days of tickets to find top themes.
- Step 2Content plan
Author the 30 answers that cover 70% of volume.
- Step 3Build & train
RAG pipeline, guardrails, escalation logic.
- Step 4Roll out
Help centre + widget, monitored quietly first.
- Step 5Iterate
Weekly review of gaps and rewrites.
"Our support team went from firefighting to actually improving the product."
It only answers from your indexed content with citations; anything outside scope is escalated.
What to know before you buy.
Not all deflection is equal.
Build the right surface for each question type or customers will force their way to a human.
Password resets, order status, refund policy — prime candidates for self-serve widgets.
Step-by-step troubleshooters for common issues like setup, returns, or configuration.
Grounded RAG for nuanced questions with citations and escalation when confidence is low.
Escalate billing disputes, complaints, and complex account issues without forcing deflection.
A help centre lives or dies on findability.
Most knowledge bases fail because they are written once and forgotten. Use this rubric to keep yours useful.
At least 70% of incoming tickets should have a matching article or answer.
Review top articles quarterly; flag anything that references a changed product or policy.
Search must return the right article in the first three results. Test it monthly.
Track 'was this helpful?' scores and rewrite articles below a 60% positive rate.
Let's scope your customer support deflection.
30-minute discovery call. No decks, no pitch — just a working plan for what to build and how it pays back.