Skip to main content
Loved by 168+ MSPs

AI Automation for MSPs That Triages Tickets Before Your Techs Open Them

For MSP owners and service managers: AI that triages tickets, drafts time entries, and suggests fixes from your docs while techs approve every step.

  • 3X

    Faster ticket triage

  • 100%

    Time entries drafted for review

How your project runs

01 · Free
AssistantWhich orders are running late?3 orders are late:#10422 days late#10571 day late#10631 day lateOrders DBShipping APISEARCHING YOUR DATAOrders DBShipping APISupport docsAnswer checked
  1. 01 · FreeQueue Review
  2. 02API Access Setup
  3. 03Build on Past Tickets
  4. 04Shadow Mode on Board
  5. 05Go Live and Support

Industry leaders we work with

  • ConnectWise PSA
  • Autotask
  • HaloPSA
  • NinjaOne
  • Datto RMM
  • IT Glue
  • Hudu
  • Microsoft 365
  • Microsoft Teams
  • OpenAI
  • Azure OpenAI
  • Anthropic Claude
  • Google Gemini
  • Python
  • PostgreSQL
  • pgvector

The Problem

Your Techs Read, Sort, and Retype Before They Fix Anything

It gets worse with every client you add. Tickets arrive by email, portal, and RMM alert, and someone has to read, sort, and log each one before work starts. That admin rarely reaches an invoice.

  1. Morning sort

    Dispatchers read every overnight ticket before assigning anyone.

    Morning sort

    An agent sets category, priority, and client on each ticket for review.

  2. Lost hours

    Closed tickets go out with no time entry attached.

    Lost hours

    Draft time entries are written from tech notes for a quick approval.

  3. Alert storms

    One outage creates a pile of separate RMM tickets.

    Alert storms

    Related alerts are grouped into one ticket with the affected devices listed.

  4. Buried fixes

    Answers sit in documentation that nobody searches mid-call.

    Buried fixes

    Suggested fixes cite the matching documentation article or closed ticket.

It's 8:15 on Monday. Overnight tickets fill the service board. The same printer outage shows up as 3 tickets from one client, and a server alert marked low priority isn't. Your dispatcher reads each thread, guesses the contract, and assigns techs. By Friday, half the closed tickets have no time entry, and the client asking about agreement hours gets an estimate. Doing nothing means hiring another tier 1 tech just to keep up with admin.

We start with your PSA's own data: boards, types, priorities, contracts, and a year of closed tickets. An AI agent reads each new ticket, sets category, priority, and client, groups duplicate alerts, and writes a short summary. It drafts the time entry from tech notes and suggests fixes from your documentation. A tech approves each change. Your dispatcher reviews decisions instead of making every one by hand.

  • Triage set before techs look

    Category, priority, client, and contract are set on each new ticket for a tech to confirm.

  • Time drafted from tech notes

    Draft entries come from each tech's notes, so worked hours reach the invoice instead of vanishing.

  • Fixes from your own docs

    Suggestions come from your IT Glue or Hudu articles and past tickets, with the source linked.

Our AI Automation for MSPs Process

From Queue Review to Approved Automation in Five Clear Steps

You approve the triage rules, see test results on your own past tickets, and decide when each automation goes live, one service board at a time.

  1. We review a sample of your recent tickets, boards, and contracts on a call with your service manager. You get a short list of the admin tasks that eat the most tech time and the ones AI can handle safely.

Projects We've Built

These projects show our IT agency, SaaS, and dashboard work. None of them is an AI build for an MSP, so judge them on build quality and data handling.

What's Included

What You Get With AI Ticket Management for MSPs

Everything one service desk needs: agents that read and sort tickets, draft notes and time, suggest fixes, and group alerts, all inside the PSA your techs already use.

  • Ticket triage agent

    Sets category, priority, client, and contract on new tickets and flags anything that looks urgent.

  • Thread summaries

    A short summary on long email threads, so a tech picking up a ticket knows the history at a glance.

  • Time entry drafts

    Draft time entries written from tech notes and ticket activity, ready for a technician to approve.

  • Fix suggestions with sources

    Suggested steps from your documentation and closed tickets, each linked to the article it came from.

  • RMM alert grouping

    Related RMM alerts merged into one ticket per real issue, with each affected device listed.

  • Client data separation

    Each client's tickets and documents stay in their own index and out of other clients' answers.

Compare Options

DeveloperLook vs PSA Add-On vs Generic Chatbot

Your PSA's own AI add-on is the fastest to switch on, and a generic chatbot is cheap. Here is where each one fits a growing MSP, and where it falls short.

DeveloperLook
PSA add-on
Setup time
DeveloperLook: 3 to 4 weeks for triagePSA add-on: Hours to switch on
Works inside your PSA
DeveloperLook: PSA add-on:
Uses your documentation
DeveloperLook: IT Glue, Hudu, and closed ticketsPSA add-on: Depends on the vendor
Client data separation
DeveloperLook: Separate index per clientPSA add-on: Set by the vendor
Custom triage rules
DeveloperLook: Your boards, types, and contractsPSA add-on: Vendor defaults, some settings
Time entry drafts
DeveloperLook: From notes and ticket activityPSA add-on: Varies by PSA
Pricing model
DeveloperLook: Fixed build, no seat feePSA add-on: Added to PSA subscription
Best for
DeveloperLook: MSPs with custom boards and docsPSA add-on: Standard boards, quick start

What Our Clients Say

What Clients Say After Launch

Feedback from teams we have built websites, apps, and platforms for.

We had a pretty specific idea of what we wanted our website to become, but I wasn’t sure how easily we could explain all of it to a development team. There were quite a few moving parts, and we were working toward a deadline, so I expected a few things to get lost along the way. That never really happened. They understood what we were trying to achieve, kept us updated throughout the process, and got everything ready within the agreed timeline. The final site feels much easier to navigate, works beautifully on mobile, and is noticeably smoother for our customers. It was a huge relief seeing the original idea actually turn into the website we had in mind.

Michael BennettFounder & CEO of Northbridge Consulting01 / 03
  • 1,250+

    Projects shipped

  • 10+

    Years of experience

  • 5 stars

    Clutch rating

  • 5 stars

    GoodFirms rating

  • Excellent

    Trustpilot rating

  • Top 3%

    Upwork Top Rated Plus

  • 1,250+

    Projects shipped

  • 10+

    Years of experience

  • 5 stars

    Clutch rating

  • 5 stars

    GoodFirms rating

  • Excellent

    Trustpilot rating

  • Top 3%

    Upwork Top Rated Plus

Want results like these?

Tell us what you are building. You get a reply within 24 hours on business days, then a written estimate.

Work Culture

Why MSP Owners Trust Us With Their Service Desk

MSPs hold the keys to every client network, so automation has to be careful first and clever second. These habits keep it that way.

  • A tech approves every action

    Agents suggest, and technicians approve changes to tickets, devices, or invoices. You decide which low-risk steps, like tagging, can run without review.

  • Least-privilege API access

    We request only the PSA boards and fields each agent needs, under one dedicated API user. You can revoke that account at any time.

  • Client data kept apart

    Each client's documents and tickets sit in their own index. A question about one client pulls only that client's documents into the answer.

  • Tested on your past tickets

    Every agent is scored against your own closed tickets before go-live. You see the misses as well as the hits, so nobody is surprised later.

  • No per-tech license from us

    You pay for the build and your own model usage, not a seat fee per technician. Adding techs doesn't raise what you pay us.

  • Prompts and code you own

    Prompts, rules, and integration code are handed over at launch. Your team or another developer can change them without asking us.

Overview

How does AI automation for MSPs work inside a PSA?

DeveloperLook builds AI automation for MSPs that works inside ConnectWise, Autotask, or HaloPSA. We add ticket triage, thread summaries, time entry drafts, fixes suggested from your documentation, and RMM alert grouping, with technicians approving each step. Builds start at $1,050, take 3 to 10 weeks, and keep each client's data separate.

DEVELOPERLOOK

Project facts · AI Automation for MSPs

Service
AI Automation for MSPs (ticket triage, time entries, fix suggestions)
Typical timeline
3 to 4 weeks for triage, up to 10 for full builds
Platforms
ConnectWise PSA, Autotask, HaloPSA, IT Glue, Hudu, Microsoft 365
Built with
Python, OpenAI or Azure OpenAI, PostgreSQL with pgvector, PSA APIs
Experience
10+ years of development experience and 1,250+ shipped projects
Post-launch support
30, 60, or 90 days of support after launch, by plan
Communication
Calls in US, UK, and AU business hours
Starting price
From $1,050 USD, fixed scope after a free queue review

Reviewed 29 Oct 2026 by Saimul Islam

Good fit

  • Service managers drowning in the queue

    Your dispatcher spends the first hours of every morning sorting overnight tickets by client, priority, and contract before a single tech starts work.

  • MSP owners losing billable time

    You see techs close tickets without time entries, so hours already worked don't reach an invoice or agreement report.

  • Growing MSPs adding seats

    Your client count grew faster than your help desk, and you're comparing AI service desk software for growing MSPs before hiring another tier 1 tech.

  • Teams whose documentation goes unread

    Your IT Glue or Hudu holds years of fixes, but techs still message the senior engineer for answers that are already written down.

  • Consultants and MSP peer groups

    You offer AI consulting for MSPs and need a build partner who connects PSA, RMM, and documentation APIs while you run the strategy.

Not a fit

  • Your stack needs hardening first

    You need your RMM, PSA, and admin access locked down before adding automation. Our Cybersecurity for MSPs page covers that, and it should come first.

  • Need leads, not triage

    You need more clients, not service desk help. MSP SEO Services covers search, and IT Company and MSP Website Design covers the site.

  • Budget under $1,050

    Your budget is under $1,050. Try the AI features your PSA vendor already includes, and we'll tell you if they cover your queue.

  • Unattended endpoint actions

    You want AI to run scripts on client endpoints with no technician review. We don't build that: every action on a device waits for a tech.

Not sure we're the right fit?

Book a free call or message us. We'll tell you honestly whether we're the right team.

Pricing

Transparent Starting Prices for AI Automation for MSPs

These are starting points in USD. Your final price depends on your PSA, your number of boards, and your documentation, and you get a fixed proposal after a free queue review.

$1k$2k$3k$4k$5k$6k$7k$8k$1,050$3,250$7,100

For MSPs that want every new ticket triaged and summarized before a tech opens it.

$1,050one-time, USD

Get a fixed quote
  • Triage on one PSA service board
  • Category, priority, and client matched to contract
  • Thread summaries on long tickets
  • Time entry drafts from tech notes
  • Technician approval on every change
  • 30 days of support after launch

Recommended

For MSPs that want fixes suggested from their own documentation and closed tickets.

$3,250one-time, USD

Get a fixed quote
  • Everything in Service Desk Triage
  • Fix suggestions from IT Glue or Hudu and closed tickets
  • RMM alerts grouped into one ticket per issue
  • Knowledge kept separate per client
  • Up to 3 service boards
  • 60 days of support after launch

For growing MSPs adding end-user chat, QBR prep, and sales support to the service desk.

$7,100one-time, USD

Get a fixed quote
  • Everything in Resolution Assistant
  • Teams chat assistant that opens tickets for end users
  • QBR report drafts per client from PSA data
  • Quote and proposal drafts for account managers
  • Weekly accuracy review in the first month
  • 90 days of support after launch

For Agencies

White-Label Service Desk AI for Consultants and Vendors

You own the client relationship. We supply the PSA, RMM, and documentation integrations behind your AI proposals, so your consulting firm or vendor can deliver MSP automation without an engineering team. We work under your brand and follow your client's change control.

How the partnership works

White label: your client only ever sees your brand

Your clientSees only your brand
You, the agencyOwn the relationship
DeveloperLookBehind your brand
  1. Share the brief

    Send the MSP's PSA, its boards, and the admin tasks it wants automated.

    • Client needs
    • You share the details
    • Details received
  2. We scope and staff

    You get a fixed quote, the API access plan, and named engineers.

    • Scope and plan
    • Proposal to resell
    • Your quoteYOUR LOGO
  3. Build and hand off

    We build, run shadow mode on live tickets, and deliver under your name.

    • Done by our team
    • Your brand on it
    • Handed to your clientDone
  • Your client
  • You, the agency
  • DeveloperLook
  1. Share the brief

    Send the MSP's PSA, its boards, and the admin tasks it wants automated.

    1. Client needs
    2. You share the details
    3. Details received
  2. We scope and staff

    You get a fixed quote, the API access plan, and named engineers.

    1. Scope and plan
    2. Proposal to resell
    3. Your quoteYOUR LOGO
  3. Build and hand off

    We build, run shadow mode on live tickets, and deliver under your name.

    1. Done by our team
    2. Your brand on it
    3. Handed to your clientDone
  • Stay client-facing

    You lead the MSP's meetings while we build behind your name.

  • Predictable delivery

    Fixed scope per service board, with shadow mode before go-live.

  • Senior integration work

    Engineers who work with the ConnectWise, Autotask, and HaloPSA APIs.

  • Flexible capacity

    Add engineers for a rollout across boards, then scale back.

The Right Technology for Your Project

Technology Stack

We work inside the tools your techs already use: your PSA and RMM, your documentation platform, Microsoft 365, and the model provider your security policy allows.

    • ConnectWise PSA
    • Autotask
    • HaloPSA
    • NinjaOne
    • Datto RMM
    • IT Glue
    • Hudu
    • Microsoft 365
    • Microsoft Teams
    • OpenAI logoOpenAI
    • Microsoft Azure logoAzure OpenAI
    • Anthropic Claude logoAnthropic Claude
    • Google Gemini logoGoogle Gemini
    • Python logoPython
    • PostgreSQL logoPostgreSQL
    • pgvector
    • Docker logoDocker
    • AWS logoAWS
01 / 04

FAQ

Frequently Asked Questions

Straight answers on cost, timelines, PSA access, safety, and where AI fits in an MSP.

  • MSPs can use AI for the reading, sorting, and writing around tickets: triage, summaries, time entry drafts, documentation lookups, and duplicate RMM alerts. AI for MSPs works best inside the PSA, where techs already work, not in a separate chat window. Start with the task that eats the most dispatcher time.

  • Implement AI in an MSP one service board at a time, starting with triage on new tickets. Measure how your dispatcher sorts tickets today, test the agent on closed tickets, then run it in shadow mode. An AI MSP automation project goes live only after your service manager agrees with its calls.

  • AI automation for MSPs starts at $1,050 for triage, summaries, and time entry drafts on one PSA board. Adding fix suggestions from your documentation and RMM alert grouping moves you to $3,250. The full program with end-user chat, QBR drafts, and sales support starts at $7,100. Model usage is billed to you directly by your model provider.

  • An MSP AI rollout takes 3 to 4 weeks for triage on one board and up to 10 weeks for the full program. API access takes a few days, testing on your closed tickets 1 to 4 weeks, and shadow mode 1 to 2 weeks. Clean board settings in your PSA shorten every step.

  • Implement AI safely in an MSP by limiting access, separating client data, and keeping a technician in the loop. Each agent gets its own least-privilege API user, each client's documents sit in their own index, and nothing runs on an endpoint without approval. CISA's 2022 joint advisory on attacks against MSPs (AA22-131A) is a useful checklist for the access side.

  • Our builds work with ConnectWise PSA, Autotask, and HaloPSA, plus IT Glue or Hudu for documentation. Each PSA has its own access rules. ConnectWise requires a client ID from its developer network, Autotask an API-only user with a tracking identifier, and HaloPSA an API application.

  • No, an AI agent for MSP service desks works on tickets, documentation, and alerts, not on client devices. It can suggest a script or fix, but a technician runs it through your RMM with the usual approvals. If you later want automated actions, we limit them to low-risk tasks you choose, with every run logged.

  • Use AI in MSP sales to prepare, not to pitch. An agent can draft QBR reports from each client's ticket trends and agreement hours. It can also flag aging hardware from your asset records and write first drafts of quotes. Your account manager edits every draft.

  • No, AI managed IT services take admin work off tier 1 technicians rather than replacing them. Triage, summaries, and documentation lookups get faster, so each tech handles more tickets. Password resets and anything touching security still need a person who can verify identity and judge risk.

  • You own the prompts, rules, and integration code once the project is paid for. We hand them over with setup notes, and the API accounts stay in your name. After launch we support the agents for 30 to 90 days by plan, including tuning as your ticket mix changes.

Saimul IslamFounder & CEO, DeveloperLook

Still have questions?

Send a message or book a call with the team.

Book a free call

Free 30-min call

Book a call

Book a free 30-minute call

In 30 minutes on Google Meet we walk you through how we would build it, how long it takes and what it costs. Then you get a written estimate.

Calendar not showing? Book on cal.com or send a brief.