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Opinion

Most AI Features in PSAs Are Glorified Autocomplete

Colin · January 2026

Every PSA vendor is shipping 'AI features' right now. ConnectWise has Sidekick. Datto has their AI assistant. HaloPSA added smart suggestions. The marketing copy sounds impressive: 'AI-powered ticket management,' 'intelligent automation,' 'smart triage.'

But look at what these features actually do. Most of them suggest a category for an incoming ticket. Some auto-fill a knowledge base article link. A few will draft a response template. This is autocomplete with better marketing. It's a text prediction model bolted onto an existing workflow.

An autonomous engine is fundamentally different. It doesn't suggest — it acts. It doesn't assist — it executes. Here's the distinction in concrete terms:

A PSA AI feature suggests a canned response. An outbound engine researches a prospect's company, identifies their likely tech stack, writes a personalized email referencing a specific pain point in their industry, handles the reply when they respond, and books a meeting directly into your calendar.

The gap isn't incremental. It's structural. Autocomplete makes a human 10% faster at the same task. An engine eliminates the task entirely.

This matters because MSPs evaluating 'AI solutions' are comparing apples to assembly lines. A checkbox feature in your PSA and an autonomous engine deployed into your environment are solving different problems at different scales.

The question isn't whether your PSA has AI features. It's whether those features actually change your economics — or just make the same workflow slightly more convenient.