JJetbetTelemarketing Automation Management brief

Management case study · 18–20 August 2026

18 August exposed the gaps. 20 August tests the operating system.

The first report proved that allocation, call records and player outcomes can be reconciled. The next pilot turns that report into a controlled daily process for a new 3,000-number database.

# Aggregate management view only. No phone numbers, agent names or customer records.

18 August report deck

Case study: what the first reconciliation revealed

Retrospective testNot a final staff score
Reporting window09:21–17:14Assigned inventory2,397 numbersCall attempts1,960Verified talk time15h 46mBO maturityPartial window

Verified funnel

The database answered. The close did not follow.

Unique people
Numbers allocatedCampaign base
2,397
CDR-confirmed calls77.3% coverage
1,854
Unique answered43.2% of called
801
Positive actions28.1% of answered
225
Registrations3.1% of positive actions
7
First depositorsPartial BO window
1
Largest leak

Positive action → registration: 3.1% Contactability was workable; conversion discipline was the sharper problem.

344Exception

Cross-extension leads

Morning extension sharing made full-day individual ranking unreliable.

151Exception

Called, no disposition

MicroSIP proved the call, but the workbook did not record an outcome.

62Exception

Calls outside the lead book

One extension worked a separate list that management could not trace.

2Exception

Duplicate allocations

Two phone numbers appeared more than once in the agent lists.

459Controlled

Other-team calls separated

Retention and customer-service activity was excluded from telemarketing KPIs.

3 / 3Controlled

Evidence layers reconciled

Allocation workbook, MicroSIP CDR and BO data were read together.

Case-study response

What changes on 20 August

Every weakness found on the 18th becomes a visible operating control rather than a hidden reporting caveat.

01
18 Aug problemExtension mixing
20 Aug controlNamed extension ownership

Cross-extension calls remain exceptions instead of being silently credited.

02
18 Aug problemDuplicate or off-book work
20 Aug controlOne master register

Every number has one batch, allocation history and current owner.

03
18 Aug problemBlank dispositions
20 Aug controlLive Google Sheet sync

Completion and follow-up status are visible before close of day.

04
18 Aug problemUncontrolled extra lists
20 Aug controlSystem-issued top-ups

Extra numbers are released only after allocated work is complete.

05
18 Aug problemPartial BO measurement
20 Aug controlStored daily BO closes

Each close becomes the next opening reference for reliable period deltas.

20 August live pilot

One 3,000-number database. One traceable lifecycle.

3,000purchased numbers150total daily rows per agentFollow-ups firstfresh numbers fill the balanceControlled top-upsonly after completion
Before calling01

Register the 3,000-number purchase

The database is imported once and retained as one measurable commercial batch.

Morning02

Build each agent’s 150-row day

Due follow-ups take the first slots. Fresh numbers fill the remaining capacity.

Start of shift03

Create the controlled Google Sheet

Assignments, ownership and disposition fields sync back to the private register.

During the day04

Monitor completion and add top-ups

Agents who finish can receive more numbers without breaking ownership history.

End of day05

Reconcile three evidence layers

Google work records, the MicroSIP CDR and the closing BO export are matched.

Daily close06

Store outcomes and the BO baseline

Calls, answers, registrations, FTDs and value are recorded; the close becomes tomorrow’s reference.

Following days07

Protect mandatory follow-ups

Due leads return to the same agent and consume capacity before fresh allocation.

D+1 · D+7 · D+3008

Review the whole database

Management sees inventory used, value matured, cost recovery and whether the source should scale.

End-of-day evidence pack

Three systems close the loop

01Google SheetAssignment, disposition, follow-up+02MicroSIP CDRCall, answer, duration, extension+03BO exportRegistration, deposit, GGR=#Daily closeStored once, reusable by period

Departmental bottom line

The dashboard must move beyond “calls made.”

Its job is to show whether the department produced attributable commercial value after the costs required to produce it.

AttributedGGRDatabase + people + calls + incentivesTotal cost=DepartmentContribution
01

Database return

Purchase cost versus attributed GGR, with cost per contacted lead, registration and FTD.

02

Agent efficiency

Verified output and conversion quality without confusing call volume with commercial value.

03

Department contribution

Attributed GGR minus database, people, telephony, incentive and operating costs.

04

Management decision

Scale the source, change the script, coach an agent, alter capacity or stop buying weak data.

!
The honest position

Database ROI is measurable first. The full department bottom line needs cost inputs.

The current system can attribute activity, conversions, deposits and GGR back to a purchased database. To claim true departmental profitability, management must also load the costs the department consumes.

Already capturedDatabase acquisition cost and attributed GGR

Required nextAllocated payroll and commissions

Required nextMicroSIP and telephony cost

Required nextBonuses, incentives and operating overhead

The management outcome

By D+30, every purchased database should earn a decision.

ScaleProfitable source, repeat purchaseImproveContactable data, weak executionStopCost exceeds mature value