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    Demo — this company is fictional; every number is illustrative. This is the deliverable the Assessment produces.
    Automated Edge
    Managed AI Services Provider
    Prepared for TrueNorth Mechanical
    Private & confidential
    Your AI & automation assessment · HVAC & plumbing · 43 people

    Where your team's time really goes — and the easiest ways to get it back.

    We measured 10 business days across 18 computersCSRs & Dispatch (6) · Office & Billing (5) · Estimators (4) · Managers (3). Not a survey, not interviews: how the work actually happened.

    Time you could win back
    $184,050/yr
    about 4,090 hours a year, counted at $45/hour
    Quick wins $59,400Biggest single $38,700
    780/wk
    times job info is copied by hand between systems
    5 min
    median dispatcher focus stretch — worst in the building
    2.3 days
    average lag from job done to invoice sent
    Ready
    your field-service platform can already connect
    §1

    Things worth knowing

    Nothing here is anyone doing a bad job. It's work that repeats, or happens in two places at once — exactly the kind that's easiest to hand off.

    The dispatch board and the FSM disagree by 4pm daily.

    Dispatch runs a spreadsheet copy of the board “because it’s faster.” By afternoon the two diverge, and reconciliation becomes tomorrow’s first job.

    Invoices trail the work by days.

    Job notes and photos sit on tablets until someone types them into an invoice — 2.3 days on average. That’s cash flow parked in a text field.

    Storm days break the phones first.

    On the two weather-surge days in the window, hold-time tripled and callbacks queued into evening. Overflow answering + auto-booking is exactly the surge relief.

    Quotes are assembled, not written.

    Estimators rebuild the same sections from old quotes — site notes, photos, and price-book lookups by hand. A draft from the visit data cuts it to review time.

    Memberships renew by memory.

    Renewal lists are exported monthly and worked by hand; roughly 1 in 5 lapses quietly. That’s recurring revenue on a sticky note.

    §2

    Where the day goes

    Share of active time by kind of tool, across all 18 measured machines — and where information gets carried by hand between programs.

    Field-service platform (ServiceTitan-class)
    30%
    Phones
    24%
    Spreadsheets
    16%
    Email & texting
    15%
    QuickBooks
    9%
    Everything else
    6%
    Information moves by handIntoTimes / week
    Phone callsField-service platform230
    Tablet job notes / photosInvoices190
    Field-service platformExcel dispatch board150
    EmailField-service platform120
    Supplier portalsPO spreadsheet90

    Every row is a person being the integration between two programs. Connect the programs and the row disappears.

    §3

    The opportunities, ranked

    Ordered by where we'd start — payoff weighed against effort. The list adds up to the headline; where two touch the same hours, we sequence them rather than count twice.

    #OpportunityHours/yrValue/yrEffort
    1After-call wrap-up and booking drafts for CSRs590$26,550quick win
    2Quotes drafted from site notes, photos, and the price book470$21,150quick win
    3Membership renewals that run themselves260$11,700quick win
    4Job notes become invoice drafts, same day540$24,300medium
    5One dispatch board: the spreadsheet retires380$17,100medium
    6Permit paperwork prefilled and tracked310$13,950medium
    7Parts ordering drafted from job data290$13,050medium
    8Storm-mode: surge triage + protected dispatcher focus860$38,700bigger project
    9Instant answers on jobs, techs, and customer history390$17,550bigger project
    §4

    A simple plan to get started

    Start small; let the early wins pay for the bigger steps. The dollar figures are time you get back each year — not what setup costs.

    Start here
    first few weeks
    $59,400/yr
    • After-call wrap-up and booking drafts for CSRs
    • Quotes drafted from site notes, photos, and the price book
    • Membership renewals that run themselves

    CSR wrap-ups, quote drafts, renewals — felt before the next weather event.

    Connect the systems
    a couple of months
    $68,400/yr
    • Job notes become invoice drafts, same day
    • One dispatch board: the spreadsheet retires
    • Permit paperwork prefilled and tracked
    • Parts ordering drafted from job data

    FSM, invoices, permits, and parts flowing — cash stops parking in text fields.

    Bigger bets
    this year
    $56,250/yr
    • Storm-mode: surge triage + protected dispatcher focus
    • Instant answers on jobs, techs, and customer history

    Storm-mode surge handling and company-wide answers — planned before the season peaks.

    §5

    What year one looks like

    Phases come online in months 2, 4, and 8. Monthly run-rate of time recovered, cumulative — conservative by design.

    M1
    M2
    $4,950/mo
    M3
    $4,950/mo
    M4
    $10,650/mo
    M5
    $10,650/mo
    M6
    $10,650/mo
    M7
    $10,650/mo
    M8
    $15,338/mo
    M9
    $15,338/mo
    M10
    $15,338/mo
    M11
    $15,338/mo
    M12
    $15,338/mo
    Year-one recovered time: $129,188Full run-rate from month 8: $15,338/moThe quick-wins phase typically covers the engagement inside the first quarter.
    §6

    How you compare

    Against the typical operation of your size and industry that we measure. Illustrative benchmarks — the point is where you sit, not decimal precision.

    MetricYouTypical
    Job-done → invoice-sent lag2.3 daysSame day (automated shops)
    Median dispatcher focus5 min9 min
    Membership renewal capture~80%95%+ (automated)
    FSM API-readyYesUsually
    §7

    A day for Dispatcher 1 — before and after

    Same person, same job, same morning. The difference is what the systems do on their own.

    Today
    • ·6:45am — rebuilds the day: FSM board copied into the spreadsheet, techs texted their first calls
    • ·All morning — phones + radio + Teams, 5-minute focus stretches
    • ·1pm — yesterday’s job notes chased off three tablets for billing
    • ·4pm — spreadsheet vs. FSM reconciliation, 40 minutes
    • ·Storm days: hold times triple and the evening disappears
    After phase 2
    • 6:45am — one board, already current; techs’ schedules pushed automatically
    • Calls arrive summarized with booking drafts — dispatcher confirms exceptions
    • Job notes flow to invoice drafts the moment techs close out
    • The 4pm reconciliation no longer exists
    • Storm mode: overflow answered, triaged, and booked; the dispatcher works the truly urgent
    §8

    Your systems can already do this

    Most of what we found needs connection, not new software. Automated Edge sets these up and runs them for you.

    Field-service platform (ServiceTitan-class)
    connects today
    Jobs · dispatch · customers

    The hub. Three of the five busiest hand-offs point into it.

    QuickBooks
    connects today
    Invoices · payments

    Same-day invoicing from job data instead of a 2.3-day lag.

    Phones / call platform
    needs setup
    The front door

    Call summaries and booking drafts land in the FSM automatically.

    Supplier portals
    needs setup
    Parts & pricing

    POs drafted from job requirements; the PO spreadsheet retires.

    §9

    What we measured, computer by computer

    Six of the 18 office machines shown (tech tablets measured separately). Roles, never names — the goal is fixing workflows, not scoring people. Click any card for that machine's detail.

    §10

    How this rolls out without breaking your week

    The change-management is the product. Four rules we run every engagement by.

    A champion per team, not a memo

    One person per team helps tune their own workflow first and shows the rest. Adoption follows proof, not announcements.

    Nothing breaks the week it ships

    Every automation runs in draft-first mode before it acts — you see what it would have done for a week, then turn it loose.

    A rollback for everything

    Each change can be switched off in one step, independently. The old way keeps working until the new way has earned trust.

    Reviewed monthly, in person

    A standing monthly review: what saved time, what needs tuning, what to add next. The plan updates with the evidence.

    Wk 1–2Systems connected read-only; draft-mode assistants watching, not acting
    Wk 3–4Quick wins go live team by team, champions first
    Wk 5–8The system connections: the copying between programs stops
    Wk 9–12First monthly review with measured savings; bigger bets scoped with real usage data
    §11

    How this was measured — openly

    Tier 2 — Workflow (read-only, audio off)
    • Every person was informed in writing before measurement began; signed acknowledgments on file.
    • Never captured, at any tier: keystrokes, clipboard contents, email bodies.
    • Roles are shown instead of names throughout this report — the goal is fixing workflows, not scoring people.
    • All captured data is encrypted, scoped to this company alone, and hard-deleted five business days after this report is delivered.
    §12

    What happens next

    01
    Approve the quick-wins phase

    CSR relief, quote drafts, renewals — weeks, not months. The Assessment fee credits against it.

    02
    We connect the systems

    FSM, QuickBooks, phones, and suppliers joined — same-day invoices, one board, tracked permits.

    03
    This report goes live, monthly

    Booked-call rate, invoice lag, renewal capture — reviewed with you monthly, tuned before season.

    Prepared by Automated Edge · Managed AI Services ProviderSample — illustrative numbers · Private & confidential
    What you're looking at

    This is the deliverable the Assessment produces for a business like yours — measured on your machines, tied to ROI, with the consent architecture on every page. The real one is built from your 10 business days.

    How the Assessment works