Case Study

Automating Emergency Dispatch for a 15-Truck Plumbing Fleet

Business Type

Plumbing Companies

Location

Thousand Oaks, CA

Size

15 trucks, 22 full-time employees

Challenge

Losing 30% of after-hours emergency calls to competitors due to delayed answering service response times.

The Challenge

The client faced a significant revenue leak during the 8 PM to 6 AM window. While they utilized a traditional human answering service, the delay in relaying messages to on-call technicians often exceeded 15 minutes. In the plumbing industry, a homeowner with a burst pipe or a backed-up sewer line will rarely wait; if the first company doesn't answer live, they call the next listing on Google.

Additionally, the office staff was overwhelmed by manual estimate follow-ups. Technicians were quoting $3,000+ re-pipe jobs and water heater replacements, but without a dedicated sales person, these leads were sitting cold in ServiceTitan. The lack of a systematic follow-up process for 'unconverted' estimates was resulting in an estimated $40,000 in lost potential monthly revenue.

The Solution

Services Used

  • AI Voice Dispatch Automation
  • Automated Estimate Follow-up Sequences
  • ServiceTitan API Integration

Timeline

6 weeks

Integrations

  • ServiceTitan
  • Twilio Voice
  • OpenAI GPT-4o
  • Zapier

The Results

40 hours/week

Time Saved

$3,800/month

Cost Saved

22% increase in monthly gross revenue

Revenue Impact

98% response rate

Emergency Lead Capture

31% improvement

Estimate Conversion

"Read Laboratories replaced our sluggish answering service with an AI agent that actually books jobs directly into ServiceTitan. We stopped losing the 2 AM pipe burst calls to the guy down the street."

Owner, Regional Plumbing & Drain

"The automated follow-up for water heater quotes has been a game changer. It reaches out exactly 24 hours after the tech leaves, and we’re closing big jobs while we sleep."

Office Manager

Implementation Timeline

Phase 1 involved a deep audit of the client's ServiceTitan workflow and historical call data. In Phase 2, we developed a custom AI voice agent via Twilio that could triage emergency vs. non-emergency calls and book appointments directly into open slots. Phase 3 focused on the 'Leaky Bucket' sales problem, implementing automated SMS and email follow-ups for any estimate over $1,500 that hadn't been marked as 'Sold' within 48 hours. Phase 4 concluded with staff training and live monitoring to ensure 99% accuracy in job categorization.

FAQ

Can the AI distinguish between a leaky faucet and a flooded basement?

Yes. Using custom LLM prompting, the AI triages calls based on urgency. Floods and sewer backups are flagged as 'Emergency' and trigger immediate technician dispatch, while routine maintenance is booked for the next available business day.

Does this replace ServiceTitan or work with it?

It works directly with it. We use the ServiceTitan API to check real-time availability and insert job details, tags, and call recordings directly into your existing dashboard.

What happens if the AI can't understand a customer?

The system features a 'Human-in-the-loop' fail-safe. If the AI detects high sentiment distress or fails to parse a request after two attempts, it immediately routes the call to your on-call supervisor.

How long does it take to see a return on investment?

Most plumbing clients see a positive ROI within the first 30 days by capturing just two or three emergency re-pipe or main line jobs that would have otherwise gone to a competitor.

Want results like these?

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Serving Plumbing Companies businesses nationwide. Based in Westlake Village, CA.

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Contact Details

jake@readlaboratories.com(805) 390-8416

Service Area

Headquartered in Westlake Village, CA. Serving Ventura County and Los Angeles County. Remote available upon request.