What AI does well on a service desk
AI earns its keep where a person writes words and another person turns them into fields, notes and decisions. A service desk does that all day. Each ticket starts as text, and most of the admin around it is reading that text and filling something in. The workflows below cover it across three moments.
| Moment | AI workflow | AI reads | AI writes |
|---|---|---|---|
| Arrives | Ticket Clarity | The user's email | A clear title and short summary |
| Arrives | Perfect Categorisation | The ticket and your category list | The category |
| Arrives | Right Priority | The ticket and your matrix | The priority |
| Arrives | Right Team Routing | The ticket and your roles matrix | L1, L2, L3 or a named team |
| Arrives | Red Alert Flag | The ticket and your VIP list | A flag on the ticket and an email to you |
| Arrives | Spam Flag | The ticket | A tag on the junk ticket |
| Arrives | Unhappy Customer Flag | The user's own words | A flag on the ticket and an email to you |
| Arrives | Instant Details Request | The ticket and your minimum details | A request to the user |
| Arrives | Fix Finder | Your knowledge base and trusted vendor sources | Next steps, with the source |
| Arrives | Self-Fix Reply | Simple requests in categories you switch on | The steps, sent to the user |
| Arrives | Scope Creep Catcher | The ticket and your contract | In scope, billable or a possible project, with the clause |
| Changes hands | Perfect Handover | Each email, reply and note | The whole story for the next tech |
| Resolved | Knowledge Article Builder | The written fix | A draft article for approval |
| Resolved | Quality check | The closed ticket and your quality checklist | A score and what was missed |
| Resolved | Other Category Cleanup | Tickets closed as Other | The category that fitted, or a new one |
| Resolved | Closing Category Fix | The category and the work done | A corrected category, with the old one in a note |
| Resolved | Shift Left Finder | L2 and L3 fixes | What L1 needed to do them instead |
See how each moment runs: arrives, changes hands and resolved.
What stays with your techs
AI handles the words around a fix and your techs do the fix. Australian MSP job ads show the split on the seat you already pay for. Of 61 Level 1 and helpdesk ads, 39% list Microsoft 365 and Windows troubleshooting, and the same 39% list ticket notes. Your tech is doing both jobs today.
| Duty in Level 1 and helpdesk ads | Ads listing it | Share of ads | MSPs | Who does it with AI on the desk |
|---|---|---|---|---|
| Troubleshoot Microsoft 365 and Windows | 24 | 39% | 21 | Your tech, with next steps on the ticket |
| Write ticket notes and documentation | 24 | 39% | 21 | AI writes, your tech checks |
| Provide onsite support | 23 | 38% | 20 | Your tech |
| Set up and deploy devices | 22 | 36% | 20 | Your tech |
| Escalate to Level 2 and Level 3 | 21 | 34% | 19 | AI writes the note, your tech decides |
| Log, triage and prioritise tickets | 12 | 20% | 12 | AI sets it, your tech can change it |
Source:1
A good test for any AI pitch: if it promises to fix the printer, ask to see it on your tickets. Client conversations and judgement calls stay with your people, and that is where a small MSP wins against a large one.
Three ways to buy AI, and what each one costs
Count the workflows before you compare the fees. Thread AI Pro lists 10 of them on a ticket and Cobotic runs every one, built and run for you. Each workflow a tool leaves undone stays on your techs at A$55 an hour, so compare the total for every workflow.
| Option | Workflows listed | Fee a month | Tech time on workflows left | Total a month |
|---|---|---|---|---|
| Cobotic, built and run for you | 17 | A$990 | A$0 | A$990 |
| Thread AI Pro | 10 | A$724 | A$1,656 | A$2,380 |
| Thread AI Essentials | 5 | A$405 | A$5,552 | A$5,957 |
| HaloPSA AI | Part of the list | A$0 | A$4,772 | A$4,772 |
| Autotask triage | Part of the list | A$0 | A$5,844 | A$5,844 |
Those figures assume 500 tickets a month and 15 managed clients, with the detail on our comparison pages. HaloPSA includes AI as standard7. Kaseya lists Autotask triage at no additional cost until 1 September 2027 for some plans8. Thread charges US$19 or US$34 per managed customer6. Mizo publishes no price5, and neither does ConnectWise for its agents4.
Keep your PSA's AI if you have it. Cobotic works in the same PSA, on the same tickets, and runs the workflows it leaves on your techs. Read the full tables for Thread, Mizo and your PSA's AI.
Worked example: when AI pays for itself
AI on a service desk pays for itself at 64 tickets a month. Each ticket carries about 17 minutes of admin, worth A$15.58 at A$55 an hour. The A$990 monthly minimum covers your first 1,000 tickets, and a 500 ticket desk clears the line in about three working days.
These are worked examples at the rates on our pricing page, not client results.
| Tickets a month | Tech hours back | Value at A$55 an hour | Cobotic | Ahead each month |
|---|---|---|---|---|
| 200 | 57 | A$3,117 | A$990 | A$2,127 |
| 500 | 142 | A$7,792 | A$990 | A$6,802 |
| 1,000 | 283 | A$15,583 | A$990 | A$14,593 |
| 2,000 | 567 | A$31,167 | A$1,980 | A$29,187 |
Source:9
A$55 is the loaded hourly cost of an A$65,000 technician over about 1,650 productive hours9. Our guide to what a Level 1 tech costs all in shows each line of that sum.
Five questions for any AI vendor
Vendor demos run on the vendor's tickets, and your desk runs on half written emails and forwarded threads. Five questions sort the real product from the demo. Each has a plain answer, so a vendor who talks around one has told you something. These are the answers you should expect from us too.
- Can I run my own tickets through it before I talk to you? Cobotic: yes, your last 50, free, in about two minutes.
- What does it cost at my ticket count, in Australian dollars? Cobotic: A$990 a month for your first 1,000 tickets, then A$0.99 a ticket, ex GST.
- Who builds and changes the rules? Cobotic: we do, from your recent tickets, with changes to any live workflow included.
- What happens when it is unsure? Cobotic: the ticket lands in a review queue with its suggestion filled in, one click to confirm.
- What do you keep? Cobotic: no ticket text. Read how we handle your data.
Our guide to handing triage to AI without losing control covers the test to run and who should decide what.
What Australian MSPs got from it
Two small Australian MSPs show the range. A 20 person MSP in Perth could not fill its L1 desk and now runs six AI workflows inside its PSA. A five person MSP in Tasmania had an owner stuck on the tools, and that owner now works on the business.
| Case study | Situation | Built | Result |
|---|---|---|---|
| 20 person MSP, Perth | L1 desk short staffed, no good candidates | 6 AI workflows inside its PSA | $200,000 saved |
| 5 person MSP, Tasmania | Owner stuck on the tools | 6 AI workflows, sized for five people | Owner off the tools, working on the business |
Both kept the same line. AI took the sorting, the fix suggestions and the write ups, and the team kept the work that needs a person.
Your clients will ask you next
Your clients are making this call now, and they will ask their MSP first. The National AI Centre reports 44% of Australian SMEs adopting AI in February 2026, and around 65% of those holding back cite trust in its decisions or a wish to keep human control2. Those owners want someone local they already trust.
An MSP running AI on its own desk can answer from experience, with its own numbers. Start there. When you want to take it to clients, the Client AI Roadmap gives you the plan to take to the meeting.
Where to start
Start on your own desk, where you can see the result in an afternoon. The free Test Drive shows what Cobotic would have done with your last 50 tickets, with no sales call and nothing to install. Then A$99 puts all AI workflows live in your PSA in under 15 minutes.
Questions
What can AI do for an MSP today?
It reads tickets and does the admin around the fix: category, priority, routing, requests for missing details, fix suggestions, handovers, knowledge article drafts and quality checks, all inside your PSA. Your techs keep the fixing and the client conversations.
Does AI work with HaloPSA, ConnectWise and Autotask?
Yes. Cobotic runs in any PSA with an API, and those three are the usual ones. Your techs see each result on the ticket, with no new app to learn.
How much does AI cost an MSP?
Cobotic costs A$99 for your first month, then A$990 a month for your first 1,000 tickets and A$0.99 a ticket after that. Built-in PSA AI adds little to your bill and leaves more on your techs. Thread charges per managed customer34.
Should I keep my PSA's built-in AI?
Yes. Cobotic runs in the same PSA and adds the workflows it leaves on your techs4.
Is my client data safe?
Every AI workflow runs through a dedicated Cobotic user in your PSA, with only the access the workflows need. Your PSA audit log shows every action it takes, and you can switch it off at any time. We do not use your data, or let our providers use it, to train AI models. Our trust page has the detail.
Who runs it day to day?
Cobotic builds and runs each AI workflow for you, and it takes under 15 minutes of your time to start. Changes to any live workflow are part of the plan.
Sources
- Cobotic job ad analysis, 7 October 2026: duties read from 61 Level 1 and helpdesk ads at 53 small Australian MSPs
- National AI Centre, AI adoption insights, December 2025 to February 2026. https://www.ai.gov.au/news-and-insights/blog/ai-adoption-insights-december-2025-february-2026
- Cobotic vs Thread, fees from Thread's public pricing page, read 1 November 2026. /compare/thread
- Cobotic vs PSA built-in AI, vendor pages read 1 November 2026. /compare/psa-built-in-ai
- Cobotic vs Mizo, Mizo's public website read 1 November 2026. /compare/mizo
- Thread pricing, read 2 November 2026. https://www.getthread.com/thread-pricing
- HaloPSA pricing, read 2 November 2026. https://www.usehalo.com/pricing
- Kaseya, Digital Specialist for Ticket Triage, read 2 November 2026. https://www.kaseya.com/platform/innovations/autotask-digital-specialist-for-ticket-triage-early-access/
- Cobotic pricing page: 17 minutes a ticket, A$55 an hour, A$990 a month for the first 1,000 tickets, then A$0.99 a ticket. /pricing
- Cobotic case study, 20 person Perth MSP. /case-studies/perth-msp-l1-desk
- Cobotic case study, 5 person Tasmanian MSP. /case-studies/tasmanian-msp-owner-off-the-tools