NexaPhaze icon

NEXAPHAZE

System Initialization

LOADING_CORE0%
NexaPhaze Ltd logo
All work
Verity · AI Automation70% ticket deflection

An AI support copilot handling 70% of tickets

A retrieval-based assistant wired into their docs and CRM, resolving routine tickets and escalating the rest with context.

AIAutomationRAG

The brief

What had to change

Verity’s support volume was growing faster than headcount. Most tickets were repeatable — password resets, plan questions, ‘where is X in the docs’ — but the team could not safely point a generic chatbot at customer data. They needed retrieval over approved sources, escalation with context, and a human-in-the-loop for anything that touched billing or access.

How we worked

Approach

  • Indexed help centre, policy pages and selected CRM fields into a retrieval layer with source citations.
  • Designed a copilot that drafts replies in the existing inbox rather than a separate chat toy.
  • Added confidence thresholds: high-confidence answers auto-resolve, ambiguous ones land with the human and the retrieved snippets attached.
  • Built an eval set from historic tickets so quality could be measured before expanding coverage.
OpenAIAnthropicvector searchn8nexisting CRM

Outcome snapshot

70% ticket deflection — delivered through a focused engagement across ai, automation, rag.

Seventy percent of routine tickets now deflect without a human first response. Agents receive the remaining thirty percent with the right article and account context already attached. Average first-response time dropped without lowering the quality bar on sensitive requests. If you are planning a similar ai automation programme, we can walk through architecture, timeline and what we would change next.

Start a project

Ready to enter your next phase?

Tell us what you're building. We'll reply with clear scope, timeline and next steps — usually within one business day.

Or email hello@nexaphaze.com

Engagement signals

  • Response1 business day
  • BaseLondon, UK
  • ScopeStrategy to launch

Websites, SaaS, AI automation, commerce, branding and cloud — delivered as one connected system.