← Ajit Pandey

Ajit Pandey blog

What an MSP Should Automate First (and What to Leave)

MSP automation works best on handoffs between tools, not on judgement calls. Here is a practical order to automate in, and what to leave to people.

What an AI Service Desk Can (and Can't) Do for an MSP

A practical look at where AI helps an MSP service desk, where it should not act alone, and how to start small without risking client trust.

Voice AI Call Analytics on a VoIP or PBX System

How call recordings become searchable transcripts and sentiment scores on a VoIP or PBX system, what audio quality limits, and where to be careful.