Resources
Automation Readiness for Contractors
Automation works well on repetitive, well-defined tasks and fails badly on judgment calls. Getting that distinction backwards is the most common way contractor businesses waste money on software.
Good First Candidates for Automation
Appointment reminders, missed-call text-back, review requests after a completed job, and routing a new lead to the right person -- all rule-based, all the same every time, all safe to automate.
What Should Stay Manual (For Now)
Pricing judgment calls, handling an upset customer, and anything requiring a real read on a specific situation. Automating these too early usually creates a worse experience than doing nothing.
Where Operational AI Genuinely Helps
The honest use case today is surfacing and prioritizing -- flagging an overdue follow-up, drafting a response for a human to review, summarizing a pattern in repeat callbacks. Not making unsupervised decisions on a customer's behalf.
A Practical Starting Order
Automate the parts of follow-up that are already supposed to happen every time and currently don't reliably, before automating anything new. Fixing an existing gap beats adding a new capability nobody asked for.
Where This Goes Next
Modern Trades CRM's workflow automation is built around exactly this -- rule-based, reviewable, never acting unsupervised on a customer. A SubZeroMetrix LLC affiliate.

