An AI customer service agent that resolves tickets in seconds
Custom-built on your helpdesk and order data — it resolves the repetitive 60–80% of tickets, escalates the hard ones with full context, and you own it. See it work on your real tickets before you pay.
A resolver, not a deflector
An AI customer service agent — also called a customer service AI agent — is software that resolves a support request end to end. It reads the customer's message, pulls their order and account data, decides what to do, and completes the action (refund, address change, troubleshooting step, booking) inside your systems. A chatbot answers a question; an agent finishes the job.
- Trained on your helpdesk history, macros & policies — not generic data
- Connected to your order system, CRM & knowledge base
- Resolves the repetitive 60–80%; escalates the rest with full context
- You own the agent, the data & the prompts — no per-seat rental
The support problems we get called about
"We bought an AI bot and it just loops customers — it never fixes anything."
Off-the-shelf bots answer FAQs and dead-end the rest — the "AI gatekeeper" customers hate. Ours connects to your order and helpdesk data and actually completes the task (refund, reship, address change), then hands off to a human the moment it should — no endless loops, no runaround.
"Our team answers the same 20 questions all day."
"Where's my order?", "How do I return this?", "Reset my password." A custom ai agent for customer service resolves that repetitive 60–80% in seconds, so your people handle the judgement calls that actually need them.
"Customers wait hours for a reply we could give instantly."
Slow first-response time is what wrecks CSAT. The agent replies in seconds, 24/7, across chat, email and WhatsApp — no night shift, no queue.
"We're renting a support bot forever and don't own anything."
Per-seat, per-resolution SaaS compounds every month and you never own it. We build a custom agent on open frameworks — you own the code, data and prompts outright.
"Our best agents are burning out and quitting."
Repetitive tickets grind good people down. Let the agent take the dull, high-volume work so your team handles the interesting, human cases — the reason they took the job.
"We can't cover nights, weekends or holidays."
Customers don't only have problems 9-to-5. A resolution agent answers 24/7, so an after-hours question gets solved instead of sitting in a queue until Monday.
"Every launch or holiday, tickets spike and we fall behind."
You can't hire and train for a two-week surge. The agent absorbs the spike instantly and scales back down — no temp army, no backlog, no blown SLAs.
"We lose sales because pre-sale questions go unanswered."
A shopper with a question who waits is a shopper who leaves. The agent answers product and shipping questions in seconds, at the moment of doubt — support that quietly closes sales.
Judge it on resolution, not deflection
Most vendors quote "deflection" — how many tickets never reached a human. That counts abandoned customers as a win. The number that matters is resolution: did the customer's problem actually get solved?
| Deflection bot | A resolution agent (ours) | |
|---|---|---|
| What it counts | Tickets that didn't reach a human | Problems actually solved |
| "Where's my order?" | Links to a tracking page | Reads the order, gives live status + ETA |
| Return request | Sends a policy article | Creates the RMA and emails the label |
| Can't solve it | Dead-ends or loops | Escalates to a human with full context |
| Hidden cost | Frustrated customers, repeat contacts | Higher CSAT, fewer re-opens |
How the agent resolves a ticket — start to finish
Take the most common ticket you get — "Where's my order?" Here's exactly what happens, in seconds, with no human involved.
Reads the message
The agent understands the intent behind "where's my order?" and pulls up the right customer and order.
Looks up live data
Calls your order system and the carrier's API for the real status and ETA — no copy-pasting between tabs.
Decides & acts
Sees it's delayed, checks your policy, and offers a reship or a discount within the limit you set.
Replies & resolves
Answers with the status, ETA and the fix — on-brand, in the customer's language, in seconds.
Logs & learns
Updates the ticket, tags the outcome, and surfaces the pattern in your dashboard.
Pick a ticket — watch it resolve
Real scenarios, real systems. This is the AI customer service agent handling the tickets that flood your desk every day.
"Where's my order?" — reads the order, checks live tracking, fixes a late delivery.
"I need to return this" — creates the RMA, emails the label, sets up the refund.
"It won't connect" — walks the customer through the fix from your knowledge base.
"Can I move my appointment?" — checks the calendar and reschedules on the spot.
What an AI customer service agent can do
We build your AI customer support agent as modules — switch on what you need now, add more as it proves out. Each is a capability we can deepen into its own dedicated build.
Order & shipping
"Where's my order?", live tracking, ETAs, address changes and lost-package handling — read straight from your store and carriers. The single biggest ticket driver, resolved.
Learn more →Returns & refunds
Creates the RMA, emails the label, and issues the refund within your policy — end to end, no agent touch.
Learn more →Troubleshooting & how-to
Walks customers through fixes from your knowledge base and past tickets, step by step, until it's actually solved.
Learn more →Account & billing
Password resets, plan changes, address updates and invoice questions — handled securely with the right guardrails.
Learn more →Bookings & changes
Schedules, reschedules and cancels against your calendar or booking system — no back-and-forth.
Learn more →Pre-sale & recommendations
Answers product questions and recommends the right item at the moment of doubt — support that also sells.
Learn more →Multilingual coverage
Serves customers in their own language, 24/7, without hiring a multilingual night shift.
Learn more →Smart escalation & handoff
Hands the hard 20% to a human with a full summary and suggested next step — no cold transfers, no lost context.
Learn more →Analytics & QA
Tags every ticket, tracks resolution and CSAT, and surfaces the product problems driving contacts.
Learn more →The agentic stack behind your support agent
We build customer service agents on the latest agentic architecture — not a chatbot wired to an FAQ. Here's what actually runs under the hood.
RAG on your support data
Retrieval-augmented generation grounds every reply in your macros, help-centre articles, policies and past tickets — so answers are yours and current, never hallucinated.
Grounded & citedMCP & helpdesk connections
We connect the agent to Zendesk, Gorgias, Intercom, Freshdesk, Shopify and your CRM over the Model Context Protocol and clean APIs — one standard interface, no brittle glue code.
Model Context ProtocolLLM tool-calling that acts
Function-calling lets the agent actually do the task — issue the refund, look up the order, update the ticket, change the address — with typed inputs and validation, not just talk about it.
Function callingAgentic flow & memory
The agent reasons through a multi-step request, remembers context across the conversation, and loops until the problem is resolved — an agentic flow, not a one-shot reply.
Plan · act · verifyGuardrails & human-in-the-loop
Refund limits, PII handling, tone rules and escalation thresholds are wired in — so the agent stays safe, on-brand and reversible, and hands off cleanly when it should.
Governed & safeMonitoring from day one
Resolution rate, CSAT, escalation and re-open metrics stream to a dashboard, so drift or gaps surface for you — not for an angry customer.
ObservabilityA custom agent vs a rented platform
Zendesk AI, Ada and Intercom Fin are platforms you subscribe to per seat or per resolution. Here's the honest trade — and when each is right.
| Rented platform | Custom agent (LoopHawk) | |
|---|---|---|
| Cost shape | $ per seat / per resolution, forever | One-time build $9K–$30K, then low run cost |
| Trained on | Generic data + your FAQs | Your tickets, macros, policies & order data |
| Integrations | Only what the vendor supports | Anything with an API — including legacy |
| Ownership | You rent it | You own code, data & prompts |
| At 3× volume | Your bill roughly triples | Run cost barely moves |
An AI customer service agent vs hiring more support staff
The old answer to more tickets was "hire more people." Here's the honest pros and cons against a custom agent.
| Hiring more staff | AI customer service agent | |
|---|---|---|
| Cost to add capacity | $35K–$50K+ per agent, every year | One-time $9K–$30K build, low run cost |
| Availability | Shifts, breaks, holidays, sick days | 24/7/365, no gaps |
| Speed to reply | Minutes to hours in a queue | Seconds, every time |
| Scaling for a spike | Hire & train over weeks | Absorbs surges instantly |
| Consistency | Varies by person and by day | On-brand, on-policy every time |
| Languages | One per hire | Many, out of the box |
| Best at | Empathy, judgement, complex cases | The repetitive 60–80% — freeing staff for the rest |
A $12,600 support agent that pays back in under a month
A representative build — we run this on your ticket volume and cost-per-ticket before you pay a dollar.
| Line | Figure |
|---|---|
| Monthly tickets | 6,000 |
| Repetitive share the agent resolves (70%) | 4,200 tickets |
| Fully-loaded cost per human-handled ticket | $4.00 |
| Monthly saving | ~$16,800 |
| One-time build (you own it) | $12,600 |
| Running cost | ~$600 / month |
| Payback | under 1 month, then ~$16K/mo back |
What it means for the business — not just the support desk
A resolution agent doesn't only cut tickets. It moves the numbers leadership actually watches.
Revenue & sales
Instant answers at the moment of doubt recover carts and close pre-sale questions. The agent sells while it supports — 24/7, including the after-hours window your team can't cover.
Retention & CSAT
Seconds-not-hours replies and real resolutions lift satisfaction and cut churn. A resolved customer stays; an ignored one quietly leaves.
Cost per contact
Resolving the repetitive 60–80% drops cost per contact and frees your team for the complex, high-value cases that actually need a human.
Coverage & scale
24/7, multilingual and elastic — absorb a launch spike or Black Friday surge without hiring a temporary army.
Insight
Every ticket is tagged and measured, surfacing the product and process problems driving contacts — so you fix causes, not just symptoms.
Consistency
On-brand, on-policy answers every time — no bad days, no training gaps, no compliance slips.
The five numbers we hold your agent to
Vanity metrics hide bad support. From day one we report the numbers that actually tell you the AI customer service agent is working — not just busy.
Resolution rate
The share of tickets solved end to end without a human — the number that matters most, and the one deflection bots quietly avoid.
CSAT
Customer satisfaction on agent-handled tickets, tracked against your human baseline so quality never slips.
First-response time
Seconds, not hours — measured 24/7 across every channel the agent covers.
Escalation rate
How often it hands off — and, more importantly, whether it's handing off the right things.
Re-open rate
Did the fix actually hold? A low re-open rate proves real resolution, not a quick brush-off.
Cost per resolution
What each solved ticket really costs to run — and how far below your human cost-per-ticket it lands.
The demo comes first — on your real tickets
You watch the agent resolve a sample of your actual tickets before any money changes hands.
Free scoping + live demo
Send a sample of real tickets; we build a working agent on them, at no cost, before you pay.
Discovery & itemized quote
Every system, data source and escalation path mapped; fixed price by line item.
Build & integrate
RAG, helpdesk & order integrations, guardrails and escalation — monitored from day one.
Test, ship, hand over
Hardened on your real ticket history. You own the code, data and prompts. Optional ongoing support.
What we need from you to start
Less than you'd think — most of what the agent learns from, you already have.
- Read-only access to a sample of past tickets (we can anonymise it)
- Your help-centre articles, macros and refund/return policies
- A test connection to your helpdesk and order system
- One person who owns support to answer scoping questions
Start small, expand from proof
We don't boil the ocean. We pick your single highest-volume ticket type — usually "where's my order?" or returns — ship an agent that resolves it, prove the numbers, then widen scope from evidence. You see value in weeks, not quarters, and you're never betting the whole support desk on day one.
Scope my first ticket type →Support agents we build by industry
Same resolver pattern, different systems and guardrails by sector.
| Industry | What the support agent handles |
|---|---|
| E-commerce & retail | Order status, returns, refunds, cart questions and product help — connected to Shopify/Magento. |
| SaaS & technology | Tier-1 troubleshooting, onboarding, billing and account questions, with escalation to engineers. |
| Healthcare | Appointment and intake questions with HIPAA-grade guardrails and human review for anything clinical. |
| Financial services | Routine servicing and account questions with audit trails and explainability built in. |
| Travel & hospitality | Bookings, changes, cancellations and 24/7 coverage across time zones. |
When a custom support agent is worth it
We'd rather scope you out than sell you the wrong thing. Here's the honest test.
Build one if…
- Repetitive tickets (WISMO, returns, resets) eat your team's day
- You run real ticket volume — hundreds+ a month
- Your data lives in a helpdesk and order system we can connect
- You want to own it, not rent per resolution forever
Don't build one if…
- You get a handful of tickets a week — a template tool is cheaper
- Your questions never touch customer data or systems
- You need zero human oversight on refunds and sensitive actions
- Nobody owns support outcomes internally
AI customer service agent — your questions
What is an AI customer service agent?
An AI customer service agent is software that resolves support requests end to end — it reads the message, pulls the customer's order and account data, decides what to do, and completes the action inside your systems (refund, address change, troubleshooting), escalating anything it shouldn't handle to a human. Unlike a chatbot, it finishes the job rather than just answering.
How is it different from a chatbot?
A chatbot answers from a script and deflects. An AI customer service agent is trained on your data, connects to your helpdesk and order systems, and takes real action to resolve the ticket — that's where the return comes from.
Will it actually resolve tickets or just deflect them?
Resolve. We measure the agent on resolution rate, CSAT and re-open rate — not deflection. A deflection number can look great while customers quietly give up; we build and report on problems actually solved.
How much does an AI customer service agent cost?
A custom support agent runs about $9,000–$30,000 to build (you own it), plus roughly $500–$2,000/month to run. On real ticket volume it typically pays for itself in under two months. You get an itemized quote and a live demo on your tickets before you pay.
Does it integrate with Zendesk, Gorgias or Intercom?
Yes — Zendesk, Gorgias, Intercom, Freshdesk, plus Shopify, your CRM and order systems via API. Integration depth is exactly where a custom agent beats an off-the-shelf tool.
Do we own the agent and the data?
Yes, completely — the code, data and prompts are yours, on open frameworks. No per-seat or per-resolution licensing, no lock-in.
How long does it take to build?
A focused support agent is usually live in 3–4 weeks, and you see it working on a sample of your real tickets within the first conversation.
How does it hand off to human agents?
When the agent hits its guardrails or a case it shouldn't handle, it escalates to a human with a full summary, the customer's context and a suggested next step — no cold transfers or lost history.
Which channels does it cover?
Chat/web widget, email, and messaging channels like WhatsApp and Instagram — 24/7, in your customers' languages where needed.
Is our customer data safe?
Yes. PII handling, role-based access, audit logging and human-in-the-loop for sensitive actions are built in, and for regulated industries we scope security to your real risk tier.
Will our customers hate talking to an AI agent?
They hate bad bots — the ones that loop them and can't do anything. A resolution agent is different: it actually fixes the problem in seconds and hands off to a human the moment it should. Done right, customers get a faster answer, not a runaround — that's what lifts CSAT instead of hurting it.
Can a customer always reach a human?
Always. The agent hands off to your team the instant a request needs judgement or the customer asks — with a full summary and context attached, so no one has to repeat themselves. It's a resolver with an easy exit to a human, never a gatekeeper.
What happens when the agent gets something wrong?
Every agent gets some cases wrong — the difference is whether that's designed for. Guardrails, spending limits and human-in-the-loop checkpoints are built in, so a hard case becomes a clean handoff, not a public failure. And monitoring surfaces mistakes to you, not to an angry customer.
Will it sound robotic or make up fake small talk?
No. We tune it to your brand voice and keep it focused on solving the problem — no "fake banter", no pretending to be human. Clear, on-brand, and fast.
See an AI customer service agent resolve your tickets
Send us a sample of your real tickets and we'll build a working agent on them — then walk you through it live. No cost, no commitment.