LeadSyncFlowB2B sales ops12 weeks

Lead Pipeline with Automated State Machine

Lead handoff latency cut from days to under 2 hours

Web DevelopmentAI Solutions
<2 hrs
Handoff time
5 auto
Stages
12 weeks
Timeline

Enterprise lead management system with a six-module backend and a five-stage automated state machine driving progression from intake to close.

Challenge

Sales ops lost leads between intake forms, spreadsheet queues, and ad-hoc Slack pings. Stages were inconsistent, ownership was unclear, and managers could not see where deals stalled. They needed one pipeline with automated transitions and clear assignment rules.

Approach

  1. 01

    Defined a five-stage lead state machine with explicit transition guards and ownership rules.

  2. 02

    Built six coordinated backend modules on Node/Express/MongoDB for intake, scoring, assignment, and reporting.

  3. 03

    Shipped a React dashboard for combined leads, LQ assignment, and stage visibility.

  4. 04

    Instrumented stage dwell time so managers could spot bottlenecks weekly.

Results

  • Median handoff latency dropped from multi-day waits to under two hours.
  • Stalled leads became visible within a single dashboard instead of tribal knowledge.
  • Assignment errors from dual ownership fell sharply after state-machine guards shipped.

Lead stage progression

Intake100%
Qualified68%
Assigned54%
Closed / won22%
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