AI for MSPs: which tools and AI agents are worth it

Read the last few release notes for your PSA and RMM. ConnectWise, Autotask and NinjaOne have all been shipping ticket summaries, categorization and alert features, and new features often arrive switched off. Then go check the admin settings to see which ones are on for your instance.

Next, open the integrations page in your PSA. A lot of double entry between PSA, RMM and documentation comes from a connection that was never finished, like an IT Glue sync that was set up for one client and never the rest.

Last, look at your scripting library in the RMM. If techs are running the same fix by hand from a doc, that's a script waiting to be saved.

1. Ticket intake and routing. Categorize and assign on the way in, with a summary at the top, so techs aren't reading every email from scratch.

2. Repeat level-one work. Password resets, new user setups, license changes. Anything you do the same way every time is a runbook waiting to happen.

3. Documentation that updates itself. Pull configs and changes from live systems instead of relying on someone to write it down.

Anything touching client security or compliance gets a human sign-off and an audit trail. Ask every vendor exactly what data their AI features send and where.

ConnectWise. It markets AI Agents built into the ConnectWise Platform, which it announced as generally available in July 2026. It says they help with ticket triage and routing, documentation and coordinating automation.

Kaseya. Its 2026 release notes list a Digital Specialist for Autotask that triages tickets and routes them by skillset and workload, coordinated by multiple AI agents. Datto RMM gets conversational AI over activity logs and devices that suggests root causes and next steps.

NinjaOne. Its AI sits mostly in patching, where Patch Intelligence flags risky Windows updates. Auto-remediation runs on the scripts and policies you set, and NinjaOne doesn't describe that part as AI.

Rewst. It has an MCP server that lets an outside AI agent kick off Rewst workflows. The agent decides, your existing runbooks do the work.

An agent that reads RMM alerts and runs remediation scripts needs three things before I'd let it near a client: permissions scoped to a short list of approved scripts, an approval step for anything outside that list or anything touching security, and an audit log of what it saw, what it ran and what happened.

When not to bother: if your alerts are noisy, an agent just acts on the noise faster. Tune your thresholds first. And if your techs already clear the queue without breaking a sweat, an agent is a fix looking for a problem.

Your PSA has the features and they're switched off. Turn them on and give them a month.

You have a tech who loves building automations. Give them time and a tool like Rewst. That's often better than outside help.

Your techs trust the current setup. Then keep it. Replacing a working PSA is a big project.