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 - pre-cycle research pass

Churn-prevention segment plan created with triggers, offers, customer education, and service-recovery actions. High-intensity mode adds a pre-cycle research pass with fresh assumptions, web-search prompts, and evidence checks.

deliveredartifactdocument generatepb-telecom:2026-05-22
Run cost$0.2220
Tokens10.9K
Modelgpt-5.4-mini-demo
Duration1380s
Cycle agents8
What Was Done9:15 AM
Basis

The agent converted recharge, complaint, network quality, and customer value signals into review-ready retention work. Additional basis: pre-cycle deep research and web-search briefing before the normal daily workstream.

Impact

Customer care and marketing receive durable segment actions instead of only an ephemeral task summary. Additional impact: more source gathering and earlier challenge checks before the day advances.

Produce churn-prevention segment plan - pre-cycle research passcompleted · 1380s

Customer care and marketing receive durable segment actions instead of only an ephemeral task summary. Additional impact: more source gathering and earlier challenge checks before the day advances.

2026-05-18T02:15:00.000Z
Artifacts2 files
Field technician tower inspection visualimage

Editorial visual for field operations, tower inspection, outage triage, and mean time to repair.

Open artifact
Churn-prevention segment plan - pre-cycle research passtext

Churn-prevention segment plan created with triggers, offers, customer education, and service-recovery actions. High-intensity mode adds a pre-cycle research pass with fresh assumptions, web-search prompts, and evidence checks.

Open artifact
Accounting IDsfor audit and reconciliation
Receiptpublic-demo-pb-telecom-golden-2026-05-18-intensity-research-churn-prevention-segment-plan-entry
Entrypublic-demo-pb-telecom-golden-2026-05-18-intensity-research-churn-prevention-segment-plan-entry
Conversation runnot linked
Dashboard agent runpublic-demo-pb-telecom-golden-2026-05-18-intensity-research-churn-prevention-segment-plan-run
Dashboard agent taskpublic-demo-pb-telecom-golden-2026-05-18-intensity-research-churn-prevention-segment-plan-entry
Workspacepublic-demo-pb-telecom-workspace