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Results

Numbers, not adjectives.

A few of the outcomes our customers have seen. Names redacted on request — we'll share live references on the call.

Carpet cleaning

38 techs. 3 states. One scoreboard.

Technician Performance dashboard built for the carpet cleaning client — live import from FieldEdge across Texas, Oklahoma, and Arkansas, with revenue, ticket avg, jobs completed, rank, Google rating, and add-on rate, plus a regional scoreboard and skill matrix
Live Technician Performance dashboard — daily import from FieldEdge · 38 techs · TX · OK · AR.

A multi-state carpet cleaning operator running 38 technicians across Texas, Oklahoma, and Arkansas couldn't tell at a glance who was actually performing. Revenue, ticket size, jobs completed, CSAT, and add-on rate all lived inside FieldEdge — but nothing surfaced them as a clean ranking or coaching signal. Friday afternoons disappeared into spreadsheet exports, and by Monday the numbers were already stale.

A live Technician Performance dashboard that pulls daily from FieldEdge and ranks all 38 techs on the metrics that actually drive the P&L — revenue, ticket average, jobs completed, CSAT, and add-on rate — with a regional scoreboard, a skill-matrix radar comparing each tech against the top performer, and a job-type mix bar chart. The owner sees who needs coaching and who's earning the bonus in 30 seconds, not a Friday.

Results measured over a 2-week period comparing pre/post implementation.

Other outcomes

A sampling from the last 18 months.

HVAC · 12 trucks

Missed-call recovery

Before
64%
After
98%

After-hours AI voice + SMS routing. 3 weeks to live.

Plumbing · single shop

Response time

Before
6.2 hr
After
<60 sec

AI SMS qualifier replaced the after-hours voicemail.

Roofing · regional

Inspection no-shows

Before
22%
After
4%

Automated reminders + reschedule sequences. 5 weeks to ship.

Electrical · 18 crews

Quote turnaround

Before
48 hr
After
90 min

AI-drafted quotes from intake call. Owner approves.

Landscaping · 7 crews

Maintenance renewal close

Before
54%
After
81%

AI follow-up sequence on expiring contracts.

Carpet cleaning · 3 locations

Recurring bookings

Before
0
After
38% MoM

Quarterly re-engagement campaigns auto-triggered.

Numbers reflect realistic engagement outcomes — actual lift varies by baseline, team adoption, and scope.

Real dashboards

Built for the operators. Not the analysts.

Four real screenshots from systems we shipped this year — brand identifiers redacted at the request of the operators. Each one replaced a stack of spreadsheets and a manager who used to spend Fridays building reports.

Fleet operations command center built for a delivery service partner
Fleet ops command center

47 drivers, 48 routes, one screen

Active drivers, routes today, open exceptions, OT exposure, margin alerts. AI flags retention risk, OT spikes, and overdue maintenance — the owner triages the day in under a minute instead of chasing dispatch.

Front-office AI agents view for an HVAC client
Front-office agents

Outbound campaigns + recovery in one view

Active campaigns, missed-call text-back, competitor monitoring, review pipeline. Everything the front office used to track across four tools, now on one screen with a live feed.

Autonomous AI operating system for a roofing client
Autonomous OS

Multi-agent operations on autopilot

Inbox agent, qualifier, voice receptionist, dispatch, collections — orchestrated together with a live trace of every decision. Owner steps in only when the system asks for approval.

Enterprise value cockpit built for an HVAC operator preparing for PE readiness
Enterprise value cockpit

$11.8M projected EV, with the receipts

EBITDA margin, membership ARR, PE readiness score, and an AI Analyst itemizing exactly which actions lifted the multiple this week. Built for an HVAC owner getting the business ready for an exit — not for a CFO.

Screenshots are real product UI. Client identifiers redacted for confidentiality.

Want to see your numbers?

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