Where to Start with AI Automation in IT Operations

AI automation is everywhere in conversation, rarely clear in execution. Here’s how to identify real use cases instead of chasing a trend.

Start with the pain, not the technology

The best AI use cases don’t start with an impressive tool — they start with a repetitive, time-consuming, well-documented task in your business: support ticket triage, data extraction from documents, first-line responses.

Three concrete use cases

• Automatic classification of incoming requests (support, sales) to route them correctly.
• Data extraction from invoices, quotes, or contracts to reduce manual entry.
• AI-assisted drafting of first-response replies for support teams, validated by a human.

The trap to avoid

Automating a poorly defined process just produces errors faster. The first step is often clarifying the existing process, not layering AI on top of it.

How we help

We help identify the highest-impact use cases with you and support their implementation. Let’s talk about your processes.