Lead Routing Command Center

Lead Routing Command Center is a brokerage routing engine for matching inbound real estate leads to the right agent based on geography, property type, budget, responsiveness, workload, language fit, and luxury readiness.

Why this repo is good

• It targets a real brokerage pain point: getting high-intent leads to the right person fast.
• It turns matching into explainable routing instead of opaque round-robin assignment.
• It connects naturally to sales ops, follow-up workflow, and performance accountability.

What it does

• Scores lead-to-agent fit across zone, property type, budget, language, luxury expectations, response SLA, and load.
• Recommends both a primary route and a backup agent.
• Highlights same-hour follow-up lanes for high-intent demand.
• Exposes a clean API plus operator-friendly proof surfaces.

Proof

Local run

cd lead-routing-command-center
py -3.11 -m venv .venv
.\.venv\Scripts\python.exe -m pip install -r requirements.txt
.\.venv\Scripts\python.exe -m app.main

Open:

• http://127.0.0.1:4762/
• http://127.0.0.1:4762/matchboard
• http://127.0.0.1:4762/agent-loads
• http://127.0.0.1:4762/docs

Validation

.\.venv\Scripts\python.exe -m unittest discover -s tests
.\.venv\Scripts\python.exe scripts\run_demo.py
.\.venv\Scripts\python.exe scripts\smoke_check.py
.\.venv\Scripts\python.exe scripts\render_readme_assets.py

API shape

Endpoints:

• /api/dashboard/summary
• /api/leads
• /api/agents
• /api/leads/{lead_id}
• /api/sample

Repo layout

app/
  data/
  services/
docs/
scripts/
screenshots/
tests/