Smerdoff
Smerdoff / AI for Customer Service

AI for Customer Service Teams

Most support teams don't need AI to handle every ticket — they need it to handle the repetitive third that's actually automatable, and get out of the way for everything else. We build AI that resolves what it can resolve confidently and escalates the rest to a human, clearly labeled either way.

Ticket TriageAuto-ResolveClear EscalationFits Your Help Desk
AI customer service dashboard showing tickets split between auto-resolved and escalated to a human
65%
of support queries are now resolved without a human — up from 52% in 2023
LiveChatAI
21×
more likely a lead qualifies when contacted within 5 minutes — AI replies instantly
MIT / InsideSales

Where AI actually helps a support team

Not every ticket should go to AI. These are the gains that actually show up.

Resolves the repetitive tickets

Password resets, order status, and policy questions get handled automatically instead of sitting in a queue.

Escalates clearly, not silently

Tickets AI can't confidently resolve go to a human with full context, not a dropped conversation.

Faster first response

Customers get an answer in seconds for common issues instead of waiting for queue position.

Built on your actual policies

Responses are grounded in your real documentation and past resolutions, not generic scripted answers.

Fits your existing help desk

Integrates with the ticketing system you already use instead of requiring a platform migration.

Visibility into what's automated

A clear split between AI-resolved and human-handled tickets, so you can see exactly where automation is working.

AI features we build for customer service teams

Pick the ones that match your ticket volume and complexity.

Automated ticket resolution

Resolves common, well-documented issues directly, without a human touching the ticket.

Confidence-based escalation

Routes tickets to a human when AI isn't confident in the answer, with the full conversation attached.

Ticket triage and routing

Classifies incoming tickets by topic and urgency and routes them to the right team automatically.

Knowledge base grounding

Answers are pulled from your actual documentation and past resolved tickets, not a generic model response.

Sentiment and urgency detection

Flags frustrated or high-priority customers for faster human attention.

Reporting dashboard

Tracks resolution rate, escalation rate, and response time in one place.

FAQ

A help desk platform's built-in AI is a reasonable option if your ticket volume is modest and its default resolution logic fits your policies well enough. Where it's limited is customization — tuning exactly what gets auto-resolved versus escalated, and grounding answers in your specific documentation. We build that logic specifically around your policies and can work alongside whatever help desk you're already using.

That's a policy decision we make with you — some teams disclose it upfront, others let the quality of the answer speak for itself with an easy path to a human. Either way, escalation is clearly flagged internally.

The system is built to escalate when it isn't confident rather than guess. You also get visibility into resolved tickets so you can catch and correct any pattern of wrong answers.

A ticket triage and auto-resolution feature connected to your help desk usually launches in 5-8 weeks.

Related

Get a free estimate for AI in your support team

Tell us about your ticket volume and current help desk, and we'll scope a focused AI feature for your queue.