AI Workflows — Deep Dive

The boring middle layer

Back to AI-assisted ops: triage, summaries & routing
AI-assisted Ops

Glamour is for marketing. Margins live in the middle layer.

Context

Every business has it: tickets that need to be classified and routed, leads that need to be enriched, status updates that need to be summarized, reports nobody wants to write. It's not glamorous, it doesn't sell — but it eats 30–50% of operational hours.

What lives in the middle layer

Ticket triage, lead enrichment, status summaries, internal reports, repetitive follow-ups, data hygiene, calendar wrangling. Nobody brags about it, nobody designs it on purpose — and it quietly eats half of every operational hour.

Where to start

Audit your team's calendar for one week. The top 3 recurring 'this is just admin' meetings or tasks are your automation targets. Anything below 2 hours/week per person isn't worth the build.

Checklist

  • Audit a real week before deciding what to automate
  • Target the top 3 time-sinks first
  • Ignore anything under 2h/week per person
  • Measure 'hours saved', not 'tasks automated'

More aspects

Sound like your next move?

Book a call