# 📡 SPOTLIGHT 2026-10-07 — Batch 112: Telecom & Connectivity AI

Six free, open-source AI apps for telecom operators, ISPs and network engineering teams. All interlinked with full-mesh ZION_APP_NETWORK.md files and cross-batch links.

## The 6 apps
| App | Repo | What it does |
|---|---|---|
| Network Outage Predictor | [zion-network-outage-predictor](https://github.com/Zion-support/zion-network-outage-predictor) | Telemetry correlation, weather impact and early-warning outage alerts |
| Cell Tower Optimizer | [zion-cell-tower-optimizer](https://github.com/Zion-support/zion-cell-tower-optimizer) | Coverage heatmaps, capacity balancing and RAN energy savings |
| Bandwidth Demand Forecaster | [zion-bandwidth-demand-forecaster](https://github.com/Zion-support/zion-bandwidth-demand-forecaster) | Traffic seasonality, event spikes and capacity planning |
| 5G Rollout Planner | [zion-5g-rollout-planner](https://github.com/Zion-support/zion-5g-rollout-planner) | Site prioritization, ROI modeling and permit tracking |
| Churn Signal Radar | [zion-churn-signal-radar](https://github.com/Zion-support/zion-churn-signal-radar) | Usage-decline signals, save offers and retention playbooks |
| Spectrum Usage Analyzer | [zion-spectrum-usage-analyzer](https://github.com/Zion-support/zion-spectrum-usage-analyzer) | Interference detection, utilization dashboards, refarming insights |

## Links
- Showcase: https://ziontechgroup.com/zion-app-network/app-network-batch112-oct07.html
- Interlinks: [INTERLINKS-batch112-telecom-connectivity.md](INTERLINKS-batch112-telecom-connectivity.md)
- Index: [APPS_INDEX-BATCH-112.md](APPS_INDEX-BATCH-112.md)
- Homepage content: [homepage-content-batch112.md](homepage-content-batch112.md)
- 🎯 Free Discovery (always online & free; results emailed instantly to the client + commercial@ziontechgroup.com): https://ziontechgroup.com/discovery/

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