The Library · By industry

AI agents for managed service providers

What a custom agent looks like inside a managed service provider — the ten roles in your language, and what each plugs into in a shop running ConnectWise, Autotask or HaloPSA alongside an RMM and a documentation system.

last reviewed

An MSP is unusual in this library because it could build most of this itself, and the reason it does not is that every hour spent on internal tooling is an hour not billed. The professional services automation platform holds tickets, contracts and time competently. What leaks is everything at the edges — tickets that arrive as unstructured email, documentation that goes stale, contract entitlements nobody checks before doing work, and quarterly business reviews assembled by hand the night before.

What an agent plugs into here

The honest version of "does it integrate with my software." These are the systems this industry actually runs on, and what each one means for a build.

ConnectWise PSA / Autotask / HaloPSAProfessional services automation

The system of record — tickets, contracts, time, projects and invoicing. All three have real APIs and are heavily integrated with, so the ceiling here is what you decide to build rather than what you can reach.

RMMMonitoring and management

ConnectWise Automate, NinjaOne, Datto RMM or Kaseya. Generates alerts in volume, most of which are noise, which makes triage before ticket creation one of the highest-value agents available.

IT Glue / HuduDocumentation

Client environments, credentials and procedures. Only as good as how current it is, and keeping it current is the chore that always loses to billable work.

Microsoft 365 and EntraClient environments

Where most client identity and mailbox work happens. The single most common source of onboarding, offboarding and access-review work.

Backup and security toolingService delivery

Backup verification, endpoint protection and vulnerability reporting, each with its own console and its own report nobody reads until it matters.

Quoting and procurementSales

Distributor pricing and quote assembly. Margin depends on current cost, and current cost changes faster than most quote templates do.

Client communicationSupport

Email, portal and phone. Most tickets arrive as prose describing a symptom, which is exactly the thing an agent can classify and route.

The ten agents, in your language

Each of these is a real build, not a feature of a product you already pay for. Follow one through to see how it works in general.

The Follow-Up

Nothing you are owed gets dropped.

  • Quotes for hardware and projects that clients have not responded to
  • Tickets waiting on client information, chased with the specific question attached
  • Invoices outstanding on clients still consuming support

The Intake

Whatever arrives, in whatever format, becomes a clean record.

  • Support email turned into a classified, routed ticket with the client identified
  • RMM alerts triaged so only real ones become tickets
  • New client onboarding information gathered into documentation

The Drafter

Writes the recurring document from your own past work.

  • The quarterly business review, assembled from real ticket and asset data
  • Project scopes and statements of work from your own past engagements
  • Client-facing explanations of an incident, written without jargon

The Watcher

Knows what expires, renews or comes due — and says so first.

  • Contracts and agreements approaching renewal
  • Warranties, licenses and certificates expiring across client estates
  • Backup verification failures that have persisted more than a day

The Answer Desk

Answers from your own records, not from the internet.

  • "How do we do this for this client?" — answered from documentation
  • Which client is entitled to what under their agreement
  • Client questions answered from their own environment documentation

The Scribe

The conversation becomes the record, without anyone typing it up.

  • The client meeting becomes notes, actions and updated documentation
  • The onsite visit becomes a ticket record and time entry

The Reporter

Assembles the recurring report from systems that do not talk.

  • Ticket volume, response and resolution by client and technician
  • Effective hourly rate by contract, so unprofitable clients are visible
  • Security and backup posture per client, assembled on schedule

The Reconciler

Matches two sets of records and queues only the exceptions.

  • Billed seats and devices against what is actually deployed
  • Time entries against tickets and contract entitlements
  • Distributor invoices against quoted cost on procurement

The Connector

Two systems that do not talk, now talking.

  • The PSA and the RMM, so assets and tickets agree
  • Documentation kept in step with the actual environment
  • Accounting and contract billing

The Gatekeeper

Applies your rules, escalates only what needs judgment.

  • Whether work requested is inside the contract or billable
  • Access and permission change requests against client policy
  • Discount and rate exceptions on quotes

Worth a conversation?

Start a conversation