Emergency dispatch lag. Parts truck stockouts. AR aging. After-hours intake gaps. Tech scheduling friction. Every minute matters when a customer is calling about water under their kitchen floor — and every minute over a 30-minute response window costs you the job to a competitor. LouDNAi deploys eight named agents — purpose-built for service plumbing — that close the gap in 21 days.
Same eight archetypes parameterized per sub-vertical. An emergency service operator's Emergency Dispatch and a commercial maintenance shop's Schedule Sentinel run on the same backbone — different schemas, different SLAs, different volume thresholds.
Numbers from PHCC, Service Roundtable, and named-on-file plumbing operator interviews. Each leak paired to a named agent.
Industry data: customers calling for emergency plumbing service convert at 71% within a 30-minute response promise, dropping to 43% at 60 minutes and 22% at 90+. Average response time across mid-market plumbing: 42 minutes. Every 30 minutes of lag costs ~$180 per call in conversion lost to a competitor — and the competitor often wins the relationship for repeat work too.
Plumbing parts trucks run more diverse SKU mix than HVAC — water heaters, drain machines, tankless units, pumps, fixture inventory. Stockout rate: ~28%. Cost per stockout (re-trip, customer reschedule, lost upsell): ~$320. For a 10-tech shop running 8 calls/tech/day, stockouts compound to ~$50K/yr in tech time and ~$60K/yr in lost work.
Plumbing AR runs longer than HVAC because of mixed business types. Residential service AR: ~28 days. New-construction rough AR (GC-driven): ~75 days. Industry-best AR is residential ~12 days, new-construction ~45 days. The gap on $400K monthly billing translates to $80K–$120K of working capital tied up perpetually — and ~3.4% goes to write-offs at 90+ days.
Industry pattern: 32% of residential plumbing calls come in outside 8 AM – 5 PM. After-hours answering services convert calls to dispatched jobs at ~28% (vs ~64% when an in-house operator answers). The gap on a $5M operator with ~40% residential mix is roughly $80K–$140K/yr in bookings that never reach the dispatch board.
Industry-average tech utilization in plumbing: 58% (lower than HVAC's 62% because of variable call lengths and emergency interrupts). Best-in-class: 76%. The 18-point gap on an 8-tech shop = ~$60K/yr. Most of the friction comes from manual rescheduling when emergency calls displace planned-service work — and the planned service work then never gets re-booked.
Default Plumbing Fleet ships with five (Emergency Dispatch, Site Voice, Parts Forecaster, AR Sentinel, Schedule Sentinel) plus your choice of the others. All agents enforce HITL gates; Site Voice is the most heavily rate-limited because it's customer-facing.
Owns the emergency call from inbound to truck-rolling. Optimizes for nearest-tech-available, parts truck adequacy, customer SLA window. Automated SMS confirms ETA within 90 seconds of call.
Answers the phone when your CSR can't. Converts after-hours emergencies at ~62% (vs ~28% with answering services). Hands off to Emergency Dispatch the moment a job is qualified.
Forecasts parts requirements per tech per route. Integrates with supplier APIs (Ferguson, Plumbers Supply, etc.) for next-day truck restock. Cuts stockout rate from 28% to ~9%.
Sends invoices within 4 hours of service completion (vs industry-average 5–7 days). Auto-collects on credit-card service work. Escalates GC AR at 30/60/90 days. Cuts residential AR from 28 days to ~12.
Owns tech scheduling. Handles emergency-call interrupts gracefully — automatically re-books displaced maintenance customers within 48 hours rather than letting them fall off the schedule.
Daily briefing for the owner. Today's emergency calls won/lost by SLA window. This week's tech utilization. This month's AR aging. Active maintenance plan churn.
State plumbing license renewals, backflow certifications, drain-cleaning permits, lead-and-copper rule compliance for water service. Flags expirations 60 days out.
Every customer, every install, every drain-cleaning history, every fixture replacement, every warranty event — indexed and retrievable. Two years in, your Helix Memory is irreplaceable.
Conservative assumptions: industry-average benchmarks, no upside on improvements above benchmark. Most customers exceed these projections.
Live calculator launches v1.1. The DNA Scan replaces these inputs with measurements from your actual ServiceTitan / FieldEdge / Workiz stack.
Commercial plumbing contracts (especially with healthcare, food service, multi-family property managers) require vendor compliance. Every Plumbing Fleet ships under our standard posture.
Trust Services Criteria: Security, Availability, Confidentiality. Q3 2026.
SOC 2 disclosure →Logical isolation. No shared customer data. Audit logs on every read.
Security posture →Three offers. All fixed-fee or fixed-monthly. The DNA Scan funds itself — credited 100% toward Fleet within 60 days.
Maps your operational DNA against ServiceTitan / FieldEdge / Workiz. Quantifies recoverable dollars.
Typically Site Voice or Emergency Dispatch for sub-$2M plumbing operators with one bleeding workflow.
Five to eight named agents, deployed in 21 days, monitored continuously. Default for $3M+ plumbing operators.
One operator. Ten techs. $5M revenue. Recoverable: ~$180K/year. The DNA Scan tells you exactly which agents recover it — in 21 days, for $9,500, fully credited toward Fleet within 60 days.