Field service systems

The Agency Bought the Call. The System Still Drops the Job

Conjai connects intake, booking, dispatch, estimates, memberships, and the books so a regional service company can take more demand without adding coordinators at the same rate.

For Owners, General Managers, COOs, CFOs, and Operations Directors at regional HVAC, plumbing, electrical, roofing, and restoration companies.

  1. 01Inbound triage After-hours calls go to voicemail
  2. 02Dispatch and scheduling Slots fill by phone and memory
  3. 03Diagnosis and estimate Quotes stay on the technician's tablet
  4. 04Parts and materials Truck counts drift from the warehouse
  5. 05Payment and invoice Work orders wait days for office entry
  6. 06Review and retention The ask depends on someone remembering

Where the Call Stops Becoming a Job

Most of these companies do not have a lead problem. They have a conversion-and-coordination problem. We do not run your ads. We make the demand you already pay for survive the trip from ring to invoice.

StageThe informal workaroundThe engineered standard
IntakeAfter-hours calls go to voicemail and a sticky note.Every call writes a job record and books into an open slot.
EstimatesUnsold estimates wait for the owner to call back.Every estimate starts a follow-up sequence on its own.
MembershipsOffered when a technician remembers.A required step before the job can close.
SourceThe agency reports calls, the books report revenue, nothing connects them.Ad click, call, job and invoice stay connected.

The Six Layers, Applied to a Service Company

The same method we use everywhere, in the vocabulary of a dispatch board.

  1. 01

    Outcome

    Every call that should become a job does.

  2. 02

    Flow

    Ring, book, dispatch, estimate, close, invoice: one path, every handoff named.

  3. 03

    Data

    One job record the phone system, dispatch board and books all read from.

  4. 04

    Ownership

    A named person and a deadline for every open estimate and every missed call.

  5. 05

    Automation

    Booking, follow-up and review requests run on their own. Pricing judgment stays with a person.

  6. 06

    Feedback

    Unanswered calls and stale estimates are flagged before the week ends.

Not Sure Where Calls Stop Becoming Jobs?

Book a 30-minute Operational Fit Review. Bring one recent call, estimate or job that should have moved further. We trace it from the ring to the invoice and tell you plainly whether Diagnose is worth doing.

No software demo. No phone number required.

What We Look At

Intake That Creates a Job

Call and web intake that actually writes a job record — not a voicemail and a sticky note.

After-Hours That Books

Overflow and after-hours coverage that books the work, not just answers the phone.

Estimate Follow-Up

Unsold estimates get a system, not a hope that someone remembers to call back.

Memberships as a System

Service-agreement offers happen because the workflow requires them, not because a tech gave a speech.

Reviews as a Closed-Job Event

The ask goes out when the job closes. It does not wait for a Friday reminder.

Source That Survives

Ad click, call, job, and invoice stay connected so you can see which spend produces work.

Illustrative sequence

One After-Hours Call, Two Ways

Today

  1. 6:40 p.m.Call goes to voicemail
  2. Next dayCallback reaches a customer who already booked elsewhere
  3. LaterUnsold estimates wait for the owner
  4. Month endAgency reports calls; the books report revenue; nothing connects

After a Build

  1. 6:40 p.m.Call answered and booked into an open slot
  2. JobUnsold estimate starts a follow-up sequence
  3. CloseMembership offer required; review request sent
  4. InvoiceThe ad source stays on the job

Today: The job goes to a competitor

After a Build: The job is on tomorrow’s schedule

The Evidence

Where the Booked Job Leaks

Between the call, the schedule, the technician tablet, and the invoice, every handoff done by hand is a place the job or callback can slip.

$200–$300
Burdened Cost Per Secondary Truck Roll

Every secondary visit or un-resolved callback absorbs $200 to $300 in burdened fleet cost—technician labor, vehicle wear, fuel, and a displaced primary revenue slot.

Source: Aberdeen / ServiceTitan Fleet Benchmark | Burdened dispatch unit economics
47%
Of Appointments Go Off Schedule

Across service organizations surveyed, 47% of appointments do not go as scheduled.

Source: Salesforce field service research, 2026 | 6,500 service professionals | Salesforce
7+ hrs
A Week of Technician Admin

Technicians spend 18% of their working hours, more than seven hours a week, on administrative tasks.

Source: Salesforce field service research, 2026 | Salesforce

Why Not Just Use ServiceTitan, Jobber, or Housecall Pro Harder?

Buy the platform when the catalog and workflow fit it. We build the part the platform will not do on its own — the connections, the exceptions, the agency handoff, and the operating rhythm — If the platform alone covers it, you will hear that from us first.

This list is representative, not a claim of completed implementation on every platform: ServiceTitan, Jobber, Housecall Pro, FieldEdge, Workiz, call tracking, review tools, QuickBooks.

Words We Use in Field Service

Plain definitions for the handoffs we trace from the first phone ring to the closed invoice.

Tablet Drop
The handoff failure where a technician diagnoses an issue or builds an estimate in the field, and the quote stays on the tablet instead of starting office follow-up or parts ordering.
Inbound Triage
Answering, qualifying, and booking a service call into an open dispatch slot — including after hours — rather than letting paid demand go to voicemail.
Process Drift
When dispatchers and technicians rely on phone calls, text threads, and sticky notes around a field platform that no longer matches how the trucks run.
Data Plumbing
The custom API and webhook connections between call tracking, the dispatch board, field estimates, and the accounting ledger.
Complexity Ceiling
The operating point where a growing company is too complex for manual coordination across its tools, but too lean to staff an internal enterprise systems team.
System Fit Map
The architectural blueprint delivered in Diagnose that maps every system, handoff, master record rule, and exception queue before any code is written.

Read the full Data Plumbing methodology →

What This Looks Like in Practice.

Illustrative A composite scenario, not a client result.

A Regional HVAC Company With Fourteen Technicians

Ad spend rises every spring. Calls after 6 p.m. go to voicemail. Large estimates wait for the owner to call back. Memberships get offered when a tech remembers. The agency reports calls, the books report revenue, and nothing connects the two.

After a Build, after-hours calls book directly into open slots. Every unsold estimate starts a follow-up sequence. The membership offer is a required step before a job closes, and closing the job sends the review request. Each job keeps the ad source that produced it, so next spring’s budget follows booked work instead of call counts.

Different industry, same system. For HEAT4YAFEAT we built one record, owned handoffs, rules for the clear cases and a person for the judgment calls. On your dispatch board, the same design answers after-hours calls and open estimates. See the real build →

Joshua Pyne designs and builds every system. Twenty years on the enterprise side; now the operator who writes the code. About Joshua and Conjai →

What do the missed calls cost?

Example values — replace them with yours. Your numbers, not a benchmark.

— a month in jobs that went elsewhere

Who This Is For

Owners, General Managers, COOs, CFOs, and Operations Directors at regional operators with a real call volume, a technician bench, and enough complexity that leadership is still covering dispatch and estimate follow-up. HVAC, plumbing, electrical, restoration, and commercial maintenance are the common patterns. Built for that stage, not for single-truck shops buying leads.

FAQ

Questions We Hear

Why Are We Buying More Calls but Not Booking More Jobs?

Most regional service companies do not have a lead problem; they have a conversion-and-coordination problem. Calls are lost at intake, after hours, in unsold estimates, and in handoffs between the agency, dispatch, and the books.

Does Conjai Run Ads for Service Companies?

No. Conjai makes the demand you already pay for survive the trip from ring to invoice.

Should We Just Use ServiceTitan, Jobber, or Housecall Pro Harder?

Buy the platform when the catalog and workflow fit it. Conjai builds what the platform will not do on its own: the connections, the exceptions, the agency handoff, and the operating rhythm.

What Field Service Systems Does Conjai Build?

Intake that creates a job record, after-hours coverage that books work, estimate follow-up, membership offers built into the workflow, review requests triggered at job close, and source tracking from ad click to invoice.

Which Service Companies Is This For?

Regional operators with real call volume and a technician bench. HVAC, plumbing, electrical, restoration, and commercial maintenance are the common patterns.