Business Health88/100StableChurn risk3.2%0% above targetEnterprise SLA health96.7%On targetBackhaul incidents62 above targetMean time to repair4.11 above targetSIM activations19.8K1.3K above target4G/5G data throughput393 below targetCell congestion8.4%2% above targetNetwork availability99.2%On targetDropped call rate0.92%0% above targetPrepaid top-up revenue1315000K75000K above targetNeeds review33 openRunning now0IdleCompleted runs573573 capturedConnected sources6/6Healthy
Maya ChenKai OkaforNina SharmaOmar WhitfieldAsha MendezLila ParkBenoit LaurentTessa LinIdris BellFarah SalehElise RomeroMateo CruzJordan KimRina DasPavel NovakAiri HayashiDevin ColeMila PetrovPriyank RaoZoe AlvarezHelen BrooksVictor ShahSamir IqbalJune WallaceNoor HaddadChloe NguyenMarcus ReedImani CrossCaleb OrtizYuki TanAlicia TanValeria SolisRena MatsudaDarius ColeLina ParkAmira HasanNattawut ChaiyoRex NavarroMinh Chau TranSiriporn VattanakulTobias EngelHana TanakaEthan GohKanya SouvannavongAina IsmailLucia FerreiraKwame AsanteFaris RahmanEitan BarakRompho IsaiahNadia Petrova
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Work receipt

Produce churn-prevention segment plan - cross-agent review pass

Churn-prevention segment plan created with triggers, offers, customer education, and service-recovery actions. High-intensity mode adds cross-agent review so more specialists critique, compare, and improve the output.

deliveredartifactdocument generatepb-telecom:2026-05-22
Run cost$0.3060
Tokens13.5K
Modelgpt-5.4-mini-demo
Duration1800s
Cycle agents8
What Was Done12:30 PM
Basis

The agent converted recharge, complaint, network quality, and customer value signals into review-ready retention work. Additional basis: peer review against adjacent agent work and prior-cycle feedback.

Impact

Customer care and marketing receive durable segment actions instead of only an ephemeral task summary. Additional impact: more comments, stronger verification, and tighter iterative parity across demo spaces.

Produce churn-prevention segment plan - cross-agent review passcompleted · 1800s

Customer care and marketing receive durable segment actions instead of only an ephemeral task summary. Additional impact: more comments, stronger verification, and tighter iterative parity across demo spaces.

2026-05-05T05:30:00.000Z
Artifacts2 files
Retail SIM top-up counter visualimage

Editorial visual for prepaid recharge, SIM activation, retail conversion, and channel operations.

Open artifact
Churn-prevention segment plan - cross-agent review passtext

Churn-prevention segment plan created with triggers, offers, customer education, and service-recovery actions. High-intensity mode adds cross-agent review so more specialists critique, compare, and improve the output.

Open artifact
Accounting IDsfor audit and reconciliation
Receiptpublic-demo-pb-telecom-golden-2026-05-05-intensity-peer-review-churn-prevention-segment-plan-entry
Entrypublic-demo-pb-telecom-golden-2026-05-05-intensity-peer-review-churn-prevention-segment-plan-entry
Conversation runnot linked
Dashboard agent runpublic-demo-pb-telecom-golden-2026-05-05-intensity-peer-review-churn-prevention-segment-plan-run
Dashboard agent taskpublic-demo-pb-telecom-golden-2026-05-05-intensity-peer-review-churn-prevention-segment-plan-entry
Workspacepublic-demo-pb-telecom-workspace