Automated Ticket Categorization
Extract customer intent, sentiment, and urgency upon ticket arrival. Assign tags, prioritize urgent accounts, and route tickets to specialized team queues instantly.
Ticket Classification · Grounded Knowledge Search · Human Copilot Drafting
Intelligent customer support automation with human oversight.
Resolve customer tickets faster without sacrificing brand accuracy. We integrate custom AI support pipelines that categorize incoming inquiries, query your internal knowledge base, and prepare accurate draft responses for your support agents.
[ Source-Grounded RAG ]
[ Direct Helpdesk Integration ]
[ Human-in-the-Loop Review ]
[ Instant Ticket Triage ]
— Support Engineering Scope
How we upgrade your support operations.
We build reliable triage and drafting systems directly on top of your existing helpdesk software:
Private Knowledge-Base Retrieval (RAG)
The AI searches your internal SOPs, product documentation, and verified help articles to locate factual answers. Citations are attached directly to each draft.
Agent Copilot Draft Generation
Populate pre-drafted replies in your helpdesk editor before an agent even opens the ticket. Agents review the proposed response, make edits if needed, and hit send.
Smart Escalation to Human Specialists
Complex contract questions, angry customer sentiments, or edge cases immediately bypass automation and trigger Slack or Teams alerts to senior team leads.
— Support FAQs
Frequently Asked Questions
We configure Retrieval-Augmented Generation (RAG) to ground answers directly against your approved company documentation, SOPs, and knowledge articles. Instruction guardrails and document scoping are designed to minimize unsanctioned statements, and queries that lack documented answers or trigger uncertainty thresholds are routed to human specialists for manual review.
Yes. Our default and recommended deployment mode is 'Copilot Mode', where the AI drafts complete, cited responses directly inside Zendesk or Freshdesk. The human agent reviews, edits if needed, and clicks send with one click.
We integrate with Zendesk, Freshdesk, Intercom, Help Scout, HubSpot Service Hub, Jira Service Management, and custom email/Slack ticketing setups.
Automate Your Support Desk
Tell us about your support ticket volume and helpdesk tools. We'll outline an integration architecture and draft response blueprint.