Lead intake & routing, from six manual hours a day to zero.
This is a detailed, hypothetical walkthrough built from a common pattern we see in D2C and service businesses — used here to show exactly how we'd scope, design, and build a project like this. It is not a real client engagement.
6 hrs/day
Manual lead sorting and CRM entry
~15 min/day
Review of flagged exceptions only
12 working days
Audit to live system
Leads were coming in faster than they could be sorted.
Leads arrived from a web form, a Facebook ad integration, and a partner referral spreadsheet. Every morning, an ops coordinator manually copied new entries into the CRM, checked for duplicates, tried to gauge which leads looked "serious," and assigned them to reps in a shared spreadsheet — a process taking roughly six hours a day and prone to leads sitting untouched over weekends.
Mapping where time was actually going.
What we'd map
- Every lead source and its data format
- Manual decision points (what makes a lead "serious"?)
- Where duplicates and errors were creeping in
- Current CRM fields and required routing logic
What we'd flag
- Duplicate-checking was the single biggest time sink
- "Serious lead" judgment was actually a repeatable pattern, not intuition
- Weekend leads had a 40% higher drop-off before first contact
What the automated pipeline looks like.
A build like this typically runs on n8n, Make or Zapier, with an AI agent handling the qualification step.
The AI agent's job isn't to replace judgment — it's to apply the ops coordinator's existing judgment consistently, 24/7, and flag genuinely ambiguous cases for a human instead of guessing. Every decision it makes is logged, so the rule set can be refined over time.
What success would look like.
~5.75 hrs/day recovered
Ops coordinator shifts to strategic work
0 missed weekend leads
Routing runs continuously, not just business hours
Full audit trail
Every routing decision logged for review
Note: figures above illustrate the kind of outcome this pattern of automation is designed to produce, based on typical time studies for this type of manual process — not measured results from a completed project. We'll replace this note with real, verified numbers as soon as we have a completed engagement to report on.