Guides

Support ticketing systems: 9 options and when you need one

Vera Sun

Last update

Summary

  • A queue earns its place when two people share an inbox and can’t see who owns each open request.

  • A queue makes requests, status, and follow-up visible, but it doesn’t lower the number of questions customers ask.

  • If your docs already answer the repeat questions, help customers find those answers before you buy a bigger support system.

You need a ticketing system once two people share an inbox and neither can see who owns each open request. Before that, a full queue mostly adds process.

One missed handoff tells you more than a full inbox, because it shows a coordination problem, and hiring won't solve it.

A ticketing system fixes that by giving every request an owner, a status, a history, and a next action. Answering is a separate job for an AI customer service agent, working from content you’ve approved.

If you do need a queue, start with one of these four:

  • Help Scout when the problem is email ownership.

  • Freshdesk when customers need a portal and named cases.

  • Jira Service Management Free for a technical queue of up to three agents.

  • Zendesk when case history and more channels justify the cost.

What does a ticket queue add to a shared inbox?

A queue adds four controls around every request, and the ticket number is the least useful part. A ticketing system turns each request into a record your team can follow, with these controls:

  • Owner: one person is responsible for the next step.

  • Status: the team can see whether the request is new, open, waiting, or complete.

  • History: replies, internal notes, and earlier actions stay together.

  • Next action: a due time, reminder, or waiting state keeps the request from disappearing.

Help Scout and Freshdesk track an owner, a status, a history, and a next action for every request, with more structure around them in the queue. From Help Scout and Freshdesk documentation, checked 27 October 2026.

Some shared inboxes already give you all four, so ticketing software doesn’t have to mean a bigger service suite. Help Scout, for example, lets a user assign a conversation and leave an internal note inside an email-style workspace.

A shared inbox like that gives two people the accountability they need without a customer portal or complex workflows, so it’s the lighter place to start.

A ticket has limits too. The ticket can show that a customer is waiting on a refund decision, but it can’t approve the refund.

A ticket can also hold a question about an invoice guide, but creating a ticket doesn’t answer it. So before you compare tools, decide whether your team is missing ownership, an answer, or both.

Do you need a ticketing system yet?

You need one when your current inbox stops showing who owns each request and what happens next. A busy inbox with one clear owner still works, so volume alone doesn’t tell you when to buy a queue.

If you also need a customer portal, more channels, reporting, or wider support controls, compare help desk software by what’s included and what three people pay. Don’t pay for a full suite when a capable shared inbox already shows who owns each request and what happens next, because the extra seats buy controls nobody uses yet.

If you get 40 support emails a week

At 40 emails a week with one person answering, you need an AI agent for the repeat questions before you need a ticketing system. Add a queue when a second person shares the inbox.

Forty emails a week comes to roughly 173 a month across a year. Those 173 emails still aren’t 173 tickets, customers, or separate problems, because one customer may send three follow-ups and another may ask two unrelated questions in one email.

So the record count depends on the system’s merge, split, and follow-up rules. Sort the workload into two groups first:

  1. Questions answered by content: a customer asks where to find an invoice guide or how a published policy works.

  2. Cases that need an action: a customer needs an account change, a refund decision, a technical investigation, or an exception.

Repeat content questions call for better documentation, or an agent that answers from it. Account-specific work needs a clear owner, even at low volume.

If one person handles every message and reliably tracks deadlines, a full queue adds little. A solo team can still need one when contracts, compliance, or promised response times require visible due dates.

An AI agent takes the first group, the questions your docs already answer. The agent answers from your pages, shows the source, and says so when no page covers the question.

Refunds, exceptions, and account changes still need a person. If one person can handle those, the queue can wait until a second person joins the inbox.

When the docs cover only part of a question, the agent answers that part, shows its sources, and says what it can’t confirm.

Wonderchat has a free plan that refills 50 AI replies every month, with no credit card, no per-seat cost, and a help desk included.

When two people need shared ownership

Treat a second person as a practical checkpoint. Once both of you can reply, every open request needs a visible owner, status, and history, or one person assumes the other replied, or both send different answers.

For example, say a billing case is waiting on finance. The first responder should be able to assign the conversation, leave a private note, and mark it as waiting.

A teammate who opens it tomorrow then sees the customer’s message, the wait on finance, and the next step. Nobody has to piece the story together from forwarded emails.

A capable shared inbox handles that. A formal queue earns its place when the team also needs request history customers can see, several intake forms, due-time views, or a wider audit trail.

So choose the smallest system that makes ownership obvious, and test your current inbox before you buy. If a teammate can’t pick up a waiting request without asking, you need shared ownership first, and a queue only when you also need deadlines or a portal.

Check ownership and follow-up first, and add a larger support suite only when the answers call for one.

How were these ticketing systems compared?

Wonderchat checked every platform on the same six points, on each vendor’s own pricing page and docs, first on 9 October 2026 and again on 27 October 2026:

  • how a request enters the system

  • how a person becomes the owner

  • where status, notes, and history appear

  • whether customers get a portal or knowledge option

  • what three reply-capable users cost

  • which useful controls sit on a higher plan

Pricing got its own check, because the cheapest advertised plan doesn’t always include the ownership controls in the workflow. Pricing also tops reviewers’ complaints.

In Wonderchat’s read of 837 reviews of 18 vendors, in September 2026, pricing was the biggest theme among 1,309 coded complaints (211), then setup (197). The counts are coded complaints, so they show which problems people raise most, and they can't give you a buyer count or a market-wide rate.

Ticket totals need the same care. A solved ticket may reopen when the customer replies, while a reply after closure may create a new follow-up ticket.

Merging or splitting requests changes the reported volume without changing customer demand. So compare controls and definitions before you compare any dashboard total.

9 support ticketing systems and where each one stops

Each of the nine solves a different ownership problem (email, customer portals, technical queues, Microsoft Teams intake, self-hosting, or internal IT), so pick the one that matches where your requests start.

If your queue already works but too much of it is manual, compare help desk automation tools by whether they route, tag, assist, or answer the request. Where AI handles the first response, check where documented answers end and a person takes over, as AI support ticket resolution shows.

1. Help Scout for email ownership without a heavy queue

Help Scout keeps support close to email while it makes handoffs between two people visible. Each conversation gets one named owner, private context, and a status, without pushing the team into a portal-heavy or IT-style request process.

Key features

  • Collision Detection: a warning when another user is viewing or replying to the same conversation.

  • Snooze: the conversation comes back to the inbox at a chosen time, with the same assignee.

  • Docs links: a help article goes into a reply while you write it, as Help Scout’s guide shows.

Assign an email to one owner

  • Open the incoming conversation and select an assignee in its Details panel, so the conversation has one named owner.

  • Add an internal note when the next responder needs context the customer shouldn’t see.

  • Send the reply and set the status for the next action.

In Help Scout, an email becomes an active conversation, a teammate is assigned in the Details panel, and the status shows the next action. From Help Scout documentation, checked 27 October 2026.

On Help Scout Standard, every assignment names one person, and assigning to an internal Team needs Plus or Pro. Collision Detection and Snooze guard against two replies to one email and a waiting email nobody reopens.

Price and plan boundary

Standard costs $25 per user each month on annual billing, or $75 a month for three users. Free covers five users, one Inbox, one Docs site, and 100 contacts a month.

The contact cap counts the people you help, so a month of repeat questions from the same customers stays under it longer than your email count suggests.

Choose Help Scout when your problem is who answers which email, because it adds an owner and a status without asking customers to use a portal.

2. Freshdesk ticketing system for a customer queue with a portal

Freshdesk sets up a more explicit queue. A request can arrive by email, show up as an unassigned ticket, get assigned to a person and a group, and stay visible to the customer through a portal.

Key features

  • Customer Portal: a place for customers to submit and review requests.

  • Private Threads: a focused internal discussion beside a specific reply or note, as Freshdesk’s collaboration guide shows.

  • Knowledge Base: reusable answers for agents and customers.

Turn a customer email into an assigned ticket

  • Open the ticket and use Properties to select its agent and group, because a group alone leaves the ticket without a named owner.

  • Reply to the customer or add a private note for the team.

  • Update the status and due time so the next action stays visible.

In Freshdesk, the group, agent, priority, and status are set in Properties before the agent replies or adds a note. From Freshdesk documentation, checked 27 October 2026.

The Freshdesk ticket details view holds the requester, assignment, due date, status, replies, and notes. According to Freshdesk’s group documentation, a group assignment doesn’t automatically create a named owner, so assign a person every time.

Price and plan boundary

Growth costs $19 per agent each month when billed annually, or $57 a month for three agents. Freshdesk offers a 14-day free trial and no permanent free plan. Intelligent routing, multiple SLA policies, and some collaboration controls need higher tiers.

Freshdesk is the stronger buy when customers need a portal and every case needs a named owner. The queue is more system than you need if an email-style inbox already shows the handoff.

3. Zoho Desk for due-time views on a lean budget

Zoho Desk helps when the next case should be picked by its due time. Work Modes comes with the Standard plan, so you don’t need the Professional tier, which adds round-robin assignment and Blueprints.

Key features

  • Ticket Timeline: a customer’s earlier requests, shown in the case view.

  • Suggested Articles: relevant knowledge placed beside the ticket.

  • Customer Happiness Ratings: feedback collected after a support interaction.

Pick the next case by its due time

  • Turn the incoming email into a ticket and assign a person and a due time, because Countdown sorts by time left.

  • Open Tickets and select a Work Mode.

  • Use Countdown’s time-based columns to pick the next case.

Zoho Desk’s Countdown view sorts tickets by time left on Standard, so the next case is picked by its due time. From Zoho Desk documentation, checked 27 October 2026.

The Zoho Desk Work Modes documentation separates Countdown from Handshake. Handshake needs a Zoho CRM integration, and Countdown doesn’t.

Price and plan boundary

The Zoho Desk plan comparison places Ticket Timeline, Suggested Articles, Customer Happiness Ratings, and Work Modes on Standard. Zoho Desk’s pricing page listed Standard at $14 per user each month on annual billing, or $20 billed monthly, on 13 October 2026.

Three annual seats come to $42 a month, or $504 a year. Free covers three users but only one email channel.

Confirm the currency and checkout region before you buy, because on 27 October 2026 the pricing page showed euros, pounds, or rupees depending on where it was opened.

4. Desk365 for requests that start in Microsoft Teams

Desk365 keeps a request that starts in Microsoft Teams from depending on someone noticing the message later. Choose it when customers or employees already send requests in Teams.

Key features

  • Custom Roles: each role’s ticket scope (all tickets, its group’s, or only its own) and what it can do, such as adding notes without replying.

  • Custom Ticket Forms: the fields needed before work starts.

  • Knowledge Base: public or private support guidance.

Turn a Teams message into a ticket

  • Configure the Support Bot for the relevant Teams environment, since nothing reaches the queue without it.

  • Select Create Ticket, or use a message’s More Actions menu and choose Create Ticket.

  • Let an agent take the case, then add a private note or public update.

Desk365 turns a Microsoft Teams message into a ticket once the Support Bot is set up. From Desk365 documentation, checked 27 October 2026.

Desk365‘s ticket creation guide documents Teams, portal, and email intake, and its Custom Roles guide lets you limit a role to its group’s tickets, its own, or notes only. Permission to upload Teams apps and the bot installation come before the request path, so set both up before agents start taking cases.

Price and plan boundary

Standard costs $12 per agent each month on annual billing, so three agents come to $36 a month. The separate free plan allows up to 50 tickets a month, but the public page doesn’t say whether it covers three agents.

Desk365’s feature list puts round-robin and load-based assignment on Plus, at $22 per agent each month on annual billing, though its comparison table marks them on every paid plan. If your queue needs automatic assignment, confirm the plan and price three agents at $66 a month.

5. Zendesk for formal case history and a wider support stack

Zendesk makes more sense when a returning request needs a formal lifecycle and the team expects to add support channels. Support Team covers the core email queue, while Suite Team is a separate purchase that adds knowledge, messaging, live chat, and voice.

Key features

  • Views: collections of unassigned, pending, and other filtered tickets.

  • Macros: a prepared reply or ticket action that an agent applies by hand.

  • Prebuilt analytics dashboards: reports that come ready on Support Team.

Assign a ticket and track its follow-up

  • Open the unassigned ticket view and assign the request an owner, so it leaves the unassigned view.

  • Respond, then use Pending when the team is waiting or Solved when the work is done.

  • Review later replies in the same history or in the follow-up ticket created after closure.

A Zendesk ticket moves from New to Solved by hand, and the system closes it four days after it’s solved. From Zendesk documentation, checked 27 October 2026.

Zendesk documents how agents use filtered Views and apply Macros by hand. The ticket lifecycle documentation says a customer reply can reopen a Solved ticket, while a reply to a Closed ticket creates a follow-up ticket.

That filing rule can raise your ticket count without a single new customer. Before you compare Zendesk’s totals with another tool’s, match how each one counts follow-ups.

Price and plan boundary

Support Team costs $19 per agent each month on annual billing, or $57 a month for three. Suite Team costs $55 per agent each month on annual billing, or $165 a month for three, if you need its wider channel bundle.

Zendesk offers a trial and no permanent free plan. Choose it when formal case history and a wider support stack justify the plan, and don’t price Suite features at the lower Support Team rate.

6. Crisp for portal requests inside a signed-in product

Crisp keeps the request portal inside your signed-in product. Ticket Center lets customers open and revisit requests there, and each submission reaches your team as a regular Crisp Inbox conversation.

Key features

  • Ticket Center categories: conversation data for sorting and context.

  • Form FAQs: up to five relevant answers beside a request form.

  • Allowed domains: limits on where the embedded center can run.

Take requests inside your signed-in product

  • Verify the customer’s email on the backend and generate the required HMAC signature, because Ticket Center needs the signed URL to open.

  • Open the signed Ticket Center URL inside the authenticated product area.

  • Let the customer submit or reply while the team handles the conversation in Inbox.

Crisp’s Ticket Center needs a signed URL from your backend, and each request arrives as a normal Inbox conversation. From Crisp documentation, checked 27 October 2026.

Crisp‘s Ticket Center setup guide needs a backend-signed URL and says the secret must not appear in frontend code. Ticket Center belongs inside your authenticated product area, where your backend signs each URL.

Price and plan boundary

Crisp Plus costs $295 per workspace each month and includes 20 or more seats, so a three-person team pays the workspace price. Free covers two seats, and Mini covers four seats for $45 per workspace each month but doesn’t include Ticket Center.

Pay for Plus only when the signed-in portal is part of the job. For three people, the seats alone don’t justify $295 a month.

7. Jira Service Management for a three-agent technical queue

Jira Service Management organizes technical support around request types, service queues, and agent work. Pick it over a generic Jira issue board when customers or employees need request forms, queues, and a service-specific workflow.

Key features

  • Request types: intake that matches the service being requested.

  • SLA-oriented queues: work ordered by service goals and urgency.

  • Knowledge base: reusable self-service content for requesters.

Move a request into an agent queue

  • Let the requester use a configured portal, email address, or other enabled channel.

  • Convert the request into a work item in the service space.

  • Triage and assign it from the agent queue, then record progress in the case, so the next agent sees where it stands.

In Jira Service Management, each request becomes a work item that agents triage, assign, and track by status and SLA from a queue. From Atlassian documentation, checked 27 October 2026.

Atlassian’s queue documentation explains how agents view, triage, and assign requests. The exact fields and order depend on the service project, roles, channels, and queue setup.

Price and plan boundary

The Free plan covers up to three agents, 2 GB of storage, and community support, so the subscription is $0 for a three-person team. Paid plans are priced in Atlassian’s live calculator by team size.

Leave paid AI, asset, and advanced controls out of a Free-plan evaluation unless the plan matrix includes them. Otherwise you’re judging a plan you won’t be on.

8. osTicket for teams that can run their own ticketing server

osTicket removes the license fee, but it doesn’t remove the operating work. Choose it only when someone can own the server, supported runtime, email delivery, upgrades, backups, security patches, and recovery.

Key features

  • Help Topics and custom forms: intake that collects the details for each request type.

  • Agent Collision Avoidance: a lock on a ticket while another agent is responding.

  • SLA Plans: due dates and overdue tickets, tracked.

Route a web request to a department

  • Install osTicket on a supported server and configure web and email intake.

  • Accept the request through a form or email channel.

  • Use Ticket Filters to assign a department or agent, then manage the case in a queue, so no request waits unrouted.

osTicket routes each request by Help Topic and Ticket Filters into the right department’s queue. From osTicket documentation, checked 27 October 2026.

The official osTicket installation guide listed PHP 8.2 to 8.4 and MySQL 5.5 or later on 27 October 2026, and its feature guide documents Help Topics, filters, collision avoidance, and SLA plans. Check the runtime again before you deploy, because an older install note may name versions that are no longer supported.

Price and plan boundary

The osTicket self-hosted software license is $0. Hosting, administration, monitoring, upgrades, backups, security, and mail delivery stay your operating costs.

SupportSystem is a separate hosted product, so its paid service isn’t the price of the open-source deployment.

9. Spiceworks Cloud Help Desk for an internal IT queue

Spiceworks Cloud Help Desk runs an internal IT queue for employee requests. Employees submit requests, and technicians categorize, assign, and follow each case in a hosted queue.

Key features

  • Custom Attributes: fields that collect and sort internal request data.

  • End User Portal: a place for employees to file and follow requests.

  • Multi-Factor Authentication: account-access protection.

Route an employee request to a technician

  • Accept the employee’s request through the support email address or portal.

  • Categorize it and assign ownership to one technician, so one person answers for it.

  • Reply, record the work, and track the request through completion.

Spiceworks assigns each employee request to one technician in an internal IT queue. From Spiceworks product pages, checked 27 October 2026.

The Spiceworks product page describes email and portal intake, with tickets assigned and routed by priority and category. Each case still needs a technician to answer it.

Price and plan boundary

Core is free for one to five Tech/Admin seats. Premium costs $6 per seat each month on annual billing and adds custom statuses, task management, and bulk actions.

The monthly card shows $7 but carries the same “Billed Annually” label, so if you need Premium, budget $6 a seat each month on an annual plan, or $18 a month for three.

Choose Spiceworks for an internal IT queue, because its portal is for employees.

What do help desk ticketing systems cost for three people?

For three people, list prices run from $0 to $295 a month, and every $0 option stops somewhere, at three agents for Jira Service Management, five seats for Spiceworks Core, or your own server for osTicket. So compare what each price includes before you compare the price.

The comparison uses three eligible, reply-capable users and public USD list prices, checked on 27 October 2026, with Zoho Desk’s from 13 October 2026. Annual prices are monthly equivalents tied to an annual commitment, and taxes, discounts, migration, AI usage, extra channels, and add-ons are left out.

For three people, list prices run from $0 to $295 a month, and the free options leave hosting, seats, or agents to you. From vendor pricing pages, checked 27 October 2026, Zoho Desk 13 October 2026.

Of the per-seat plans, Help Scout costs the most at $75 a month for three and Desk365 the least at $36, until round-robin assignment moves you to Plus at $66.

Tool

Selected plan

Billing basis

Three-person base

Free boundary

Where it stops

Help Scout

Standard

$25/user/month, annual

$75/month equivalent

5 users, 100 contacts/month

Team assignment needs Plus or Pro

Freshdesk

Growth

$19/agent/month, annual

$57/month equivalent

14-day trial

Intelligent routing and multiple SLA policies need Pro

Zoho Desk

Standard

$14/user/month, annual (USD as of 13 Oct)

$42/month equivalent

3 users, 1 email channel

Round-robin and Blueprints need Professional

Desk365

Standard

$12/agent/month, annual

$36/month equivalent

50 tickets/month; agent cap not documented

Round-robin and load-based assignment on Plus in the feature list; confirm

Zendesk

Support Team

$19/agent/month, annual

$57/month equivalent

Trial only

Knowledge, chat, and voice need Suite

Crisp

Plus

$295/workspace/month

$295/month total

2 seats; Mini has 4 seats but no Ticket Center

Authenticated Ticket Center needs Plus and backend setup

Jira Service Management

Free

$0, up to 3 agents

$0 subscription

3 agents, 2 GB, community support

Paid total needs the live calculator

osTicket

Self-hosted

$0 software license

$0 license

Open-source software

Hosting and maintenance remain your cost

Spiceworks Cloud Help Desk

Core

$0, 1 to 5 Tech/Admin seats

$0 subscription

Core is free

Premium adds custom statuses, tasks, and bulk actions

The lowest subscription price isn’t always the lowest operating cost. A free self-hosted system can take more staff time than a paid hosted queue.

A $295 workspace plan can cover more people than a per-seat plan, but it only makes sense when its authenticated portal is part of the job. Confirm the plan, term, region, seat minimum, and included channels at checkout.

Wonderchat doesn’t price its help desk by the seat, because the help desk comes with the AI agent on every plan. Free includes two team seats, and from Starter at $39 a month, billed monthly, team seats are unlimited at no per-seat cost.

How do you choose a queue without buying software you don’t need?

For a customer support ticketing system, start with the smallest workflow that makes ownership obvious. If email ownership is the problem, Help Scout may be enough, and if customers need a portal and tracked cases, Freshdesk has the clearer entry path.

Jira Service Management is the stronger free starting point for three technical agents, while Zendesk earns its higher bundle cost when case history and more channels are central.

Check tickets, chat, and knowledge together

A customer may begin in chat, continue by email, and later open the same issue from a portal. Before buying, map that full request path and confirm which system owns the history.

Several plans here already put the three together, according to each vendor’s pricing page on 27 October 2026. Help Scout Standard lists live chat and multiple knowledge bases, and Jira Service Management Free lists chat and an embedded knowledge base.

Zendesk Suite Team and Crisp Plus bundle tickets, live chat, and a knowledge base, while Freshdesk Growth pairs tickets with a customer portal and a knowledge base. Check three things on the plan you’d buy:

  • Can the next responder see the earlier conversation and internal context?

  • Does the plan include the channel where the request starts?

  • Can the requester reach the right help content without seeing private material?

Don’t assume a connector moves every field in both directions. Check authentication, ticket ownership, status updates, and history on the exact plan you intend to buy.

A knowledge answer and a tracked account action can sit side by side, but they do different jobs.

Run an ownership test before you commit

The test checks ownership and follow-up, so use a synthetic request with no real customer data.

  1. Send one account-access question through the intended email, form, or portal.

  2. Assign it to a named person.

  3. Add a private note that explains the next action.

  4. Ask a teammate to take over without a separate message.

  5. Reply as the requester after the ticket enters a waiting or completed state.

  6. Check whether the owner, history, status, and next action are still clear.

Run the test on the plan you expect to buy, because a trial can show features that disappear on the tier you select. Freshdesk’s 14-day trial, for example, opens its Enterprise plan.

If a group assignment leaves the request without a named person, or a reply after closure creates a new ticket, decide whether that behavior matches how your team measures and follows work.

How does Wonderchat answer questions before they need a ticket?

Wonderchat answers the documented questions from your help center, with the source on every reply, before they reach your queue. If your team needs a named case owner, tracked deadlines, or a customer portal, Freshdesk or Zendesk is still the better buy, on a plan that includes those controls.

Wonderchat is an AI customer service agent and AI helpdesk in one, for teams adopting their first AI customer service software, whatever their size.

Asked where the invoice guide is, it answers from that page with the source. Questions no page covers land in a review inbox, where you answer them once. The rest goes to a person with the whole chat, as a ticket in Wonderchat’s help desk, or in Zendesk or Freshdesk from Basic, capped at 50 tickets until Scale.

Start for free, or book a demo.

Frequently asked questions

What is a support ticket system?

A support ticket system turns each request into a record with an owner, status, and communication history. The record helps a team see who acts next, but it doesn’t answer the customer.

What is the best free helpdesk ticketing system?

For three-person email support, try Help Scout Free (five users) and Zoho Desk Free (three users, one email channel) first. Jira Service Management Free is better for a technical queue, and osTicket removes the license fee but leaves hosting, upgrades, security, email delivery, and backups to your team.

Can Jira be used as a support ticket system?

Jira works as a support ticket system through Jira Service Management, where customer requests become work items that agents triage and assign from queues. A standard Jira issue board doesn’t provide the same customer-request workflow.

What is the best helpdesk ticketing system?

Help Scout is strongest for email ownership, Freshdesk for a customer portal and named queue, and Jira Service Management for technical requests. Choose by channel and ownership control, since no tool wins for every team.

When does a shared inbox stop being enough?

A shared inbox stops being enough when the team can’t reliably see the owner, waiting state, deadline, or next action. Two people is a useful check, because capable shared inboxes already provide those controls.

AI answers from your docs. Tickets for the rest. Free to start.

Vera Sun

Vera Sun is the co-founder of Wonderchat, an all-in-one AI Support and Conversion agent platform built for companies with large knowledge bases. Her background is in product design and product management, which shapes how she thinks about the messy space between what a customer asks and what a product can answer. She writes about AI agents in production, customer support, and go-to-market for technical buyers, and can usually be found tinkering with new AI tools.