Automation, answered

Nobody knows until it is measured, and almost everybody is wrong when they guess. Five working days of rough half-hour blocks across the team is enough, and it should take each person under two minutes a day.

High volume, rule based, low judgment, and something that fails visibly rather than silently. Invoice creation, onboarding checklists, lead routing, report assembly, status updates.

Whatever your team can maintain. For most business workflows the no-code platforms are the right answer, and the money saved goes into building more of them rather than into engineering hours.

Sometimes, usually because something changed upstream without notice. That is expected, and it is why monitoring is part of the build rather than an optional extra.

Yes, and that is usually the right approach. Most businesses are using a fraction of what they already pay for, and the gap between existing tools is where the manual work lives.

By re-running the same hours measurement on the same workflow after the build. Not an estimate, not a feeling, the same measurement taken the same way.

In small and mid-sized businesses it almost never does. What it removes is the part of the job people were doing at nine in the evening, and the retyping between two systems that nobody enjoys.

There should always be a documented manual path, written at the same time as the build. A workflow with no fallback is a single point of failure with a pleasant interface on top.

For most business process work, no. The majority of what a small company needs runs on tools it already pays for, connected properly and documented.

Typically a couple of weeks from measurement to something running, assuming the process itself is settled. The build is rarely the slow part.