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03Service business growth systems / confidential

Lead routing and intake systems for a service business

The business did not have a lead problem. It had an operating problem around lead quality, routing, and response time. I mapped the intake path, clarified ownership, and built a more useful routing system.

Quick facts
Role
Systems and growth operator
Scope
Lead intake, routing logic, and operating visibility
Context
2021 · Commercial and operations stakeholders
Human control
Operators kept control of ambiguous or high-value leads instead of trusting blind automation.
Proof flow
Lead routing system
Input
Lead intake
Demand arrived from multiple channels with inconsistent ownership, quality signals, and response timing.
Checks
Scoring and triage
Applied clearer qualification rules and light AI-assisted triage to separate high-intent demand faster.
Routing
Operator review
Routing logic handed strong leads quickly while keeping edge cases visible for human intervention.
Outcome
Fast response and expansion
Response times dropped sharply and the business could support new-market growth with less waste.
Human controlOperators kept control of ambiguous or high-value leads instead of trusting blind automation.
Measured result
Response time
24h to <15m
Markets
3 launched
Pipeline
+28%
The problem

What had to change.

Marketing, sales, and operations were each seeing different versions of the same pipeline. Good leads moved too slowly, weak leads got too much attention, and leadership lacked a dependable view of what was actually happening.

Constraint

The team needed a better system without adding process for its own sake.

Constraint

Inputs from different tools and owners were inconsistent.

Constraint

The solution had to be understandable enough to survive after handoff.

Intervention

What changed in the operating model.

Intervention 01
Mapped the full intake-to-response lifecycle instead of optimizing one handoff in isolation.
Intervention 02
Introduced clearer scoring and AI-assisted triage rules so the team could prioritize high-intent demand.
Intervention 03
Created a simpler reporting layer for leadership and day-to-day operators.
System

What now exists.

System 01
A unified intake and routing model for lead quality, handoff, response ownership, and lightweight AI-assisted qualification.
System 02
Operational dashboards that made demand flow and bottlenecks easier to see.
System 03
A documented playbook the team could use without re-decoding the system each week.
Outcome

What improved.

Response time
24h to <15m
Markets
3 launched
Pipeline
+28%
  • Reduced lead response time from 24 hours to under 15 minutes.
  • Supported entry into three new markets within six months.
  • Contributed to a 28% increase in pipeline tied to the new vertical.
Next step

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