ISOTOPE
Work/Ridge
Case studyRidgeStorm-driven roofing operations · by Isotope

The storm hits.
The pipeline fills.

Ridge runs the whole roofing operation. It detects hailstorms, maps the affected zones, finds the homeowners inside them, reaches out automatically — then schedules the inspections and dispatches the crews. One platform, storm to signed job.

All work
  • 01Hail & storm detection
  • 02Weather-zone mapping
  • 03Lead identification + outreach
  • 04Scheduling & crew dispatch
  • 05Client / CRM management
  • 06React · Python · Gemini · Qwen
ridge · storm intelligenceregion · DFW
Radar active4 zones tracking
Plano, TX · hail 1.75" · 1,240 roofsmapped
Frisco, TX · hail 1.25" · 860 roofsmapped
Outreach run · 320 homeowners · SMSsent
Allen, TX · storm cell formingwatch
Job scheduled · crew B · Tue 9:00booked
McKinney, TX · hail 2.00" · 1,510 roofsmapped
roofs mapped today 6,420leads 1,180
# EngagementRoofing ops platform
# RoleDesign → deploy
# StackReact · Python
# ModelsGemini multi-model · Qwen
# IntegrationsWeather · property · comms
# SurfaceMulti-tenant SaaS
# 01 /The problem

After the hail,
it's a race.

When a hailstorm hits, thousands of roofs need work and the first roofer to the door wins. But finding the affected streets, matching them to homeowners, and reaching out fast enough is manual, scattered across tools, and slow — so the leads go cold.

Ridge turns a storm into a routed, scheduled pipeline — in minutes.

# 02 /What we built

Storm to signed job.
One pipeline.

A single system carries a weather event all the way to a dispatched crew — detect, map, identify, reach out, schedule, and assign, without leaving the platform.

01DetectHail & storm cells
02ZonesRegions mapped
03IdentifyRoofs & owners
04OutreachMultichannel
05ScheduleJobs booked
06DispatchCrews assigned
# 03 /How it works

A storm cell in. A ready pipeline out.

Weather and property feeds combine into a live picture of every affected zone. Ridge ranks them, matches roofs to owners, and stages outreach — so a crew is knocking while competitors are still pulling maps.

  • Detects and ranks hail zones by damage and roof density.
  • Matches roofs to owners via property-data integrations.
  • Stages outreach, then schedules and dispatches crews.
# 04 /Architecture

Four layers.
Field-ops to AI.

A React workspace for the team, a Python operations API, a multi-model AI core, and a web of third-party weather, property, and communications integrations.

L1WorkspaceReact · Next.jsOps console, CRM, scheduling board, and crew assignment.
L2Operations APIPythonStorm ingestion, zone mapping, lead matching, outreach, and dispatch.
L3AI modelsGemini (multi-model) · QwenZone analysis, lead scoring, outreach copy, and damage-photo understanding.
L4IntegrationsWeather · property · commsHail/storm feeds, property & owner records, SMS / email / voice.
# 05 /Results

The numbers
after the storm.

What storm-driven operations look like once the whole pipeline runs on one platform.

0%

of affected roofs identified and matched to owners after a storm event.

0×

more qualified leads per storm than door-to-door canvassing.

<0min

from storm detection to a mapped outreach list — not days of manual research.

0

platform for the whole operation — leads, outreach, scheduling, and crews.

↳ Illustrative figures — replace with audited numbers before publishing.

# 06 /Capabilities

What Ridge ships with.

Everything a roofing company needs to turn the next hailstorm into booked, dispatched work.

# 01Storm & hail detection

Ingests live weather data to pinpoint hail events the moment they land.

weather · hail
# 02Weather-zone mapping

Draws affected regions and ranks them by hail size and roof density.

zones · rank
# 03Lead identification

Matches roofs inside a zone to property and owner records automatically.

match · owners
# 04Automated outreach

Multichannel campaigns — SMS, email, and mail — to homeowners in the zone.

sms · email
# 05Scheduling & dispatch

Books inspections and assigns internal crews to jobs on a live board.

jobs · crews
# 06Client & CRM management

Tracks every homeowner from first contact through a completed roof.

crm · pipeline
# Engage

Let's talk growth.

30-minute scoping call. You leave with a written scope and a target ship date — or with an honest “we're not the right firm.”

Send brief
[email protected]SF · RemoteReply in 24h