AI-Assisted Customer Operations
Handle more tickets at higher quality without adding headcount. AI that classifies, retrieves knowledge, drafts responses and routes cases — with your team in control of every customer interaction.
Volume Grows Faster Than Teams Can Scale
Customer support operations face a compound problem: volume increases while expectations for response quality and speed rise. Manual processes do not scale linearly.
- High inbound ticket volume overwhelms the support team
- Responses vary in quality and accuracy depending on who picks up the ticket
- Routing decisions are manual and slow — wrong-queue tickets waste time
- Agents spend time searching documentation for answers they have answered before
- CRM and helpdesk records fall out of sync after resolution
Human agents remain in control. The system handles classification, retrieval and drafting. Humans handle judgment, tone and escalation.
What We Build
Modular AI components that plug into Zendesk, Freshdesk, Intercom and other support platforms — or connect directly via API.
Classification Agent
Classifies every inbound ticket by topic, urgency, product area and customer tier before a human touches it. Consistent taxonomy across all channels.
Knowledge Retrieval
Retrieves relevant sections from your documentation, FAQ, policy documents and past resolved tickets. Surfaces the most applicable answer for the agent to review.
Response Recommendation
Drafts a response grounded in retrieved knowledge for agent review and approval. Reduces time-to-first-response without sacrificing accuracy or tone control.
Human-in-the-Loop Approval
Configurable review gates: agents approve, edit or reject AI-drafted responses before they are sent. Full audit trail maintained for every interaction.
CRM & Helpdesk Sync
Resolved ticket data, contact notes and escalation history written back to CRM automatically. No manual post-ticket administration.
Works with Your Support Stack
We do not replace your helpdesk. We extend it with AI capabilities that run alongside your existing tools and processes. Integration targets include Zendesk, Freshdesk, Intercom, HubSpot Service Hub, Salesforce Service Cloud and custom ticketing systems.
Scale Support Without Scaling Headcount
Tell us about your support volume, current tooling and where the process breaks down. We will scope an AI system that fits your operation.