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.

• Live: https://mizcausevic-dev.github.io/lead-routing-command-center/
• Repo: https://github.com/mizcausevic-dev/lead-routing-command-center

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.

What this product does

Lead Routing Command Center turns inbound real estate demand into an explainable routing layer: who should own the lead, why they are the best fit, who is the backup, and whether the follow-up SLA is already at risk.

For a SaaS go-to-market analyst, the product exposes where brokerage growth breaks down: high-intent buyers sitting in generic queues, agents fighting over unclear ownership, and luxury or language-fit leads drifting before anyone can prove who should act. For a SaaS value architect, the value is cleaner conversion motion, lower agent conflict, fewer missed high-value opportunities, and a reusable handoff contract that can connect CRM, ads, concierge, and sales-performance reporting.

Technically, this repo ships a FastAPI service, deterministic ranking logic, JSON endpoints, prerendered public pages, demo fixtures, smoke checks, and screenshot assets. It shares the broader Kinetic Gain pattern: convert operational ambiguity into named lanes, owner-visible evidence, and board-readable next actions.

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/api-summary
• 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\prerender_site.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/