AI & ML in tailored software for decision-making purposes
summary
Claims deployment of EBIS smartcopics (aka smart capex): a data‑lake pipeline ingests OSS KPIs, network topology, vendor configs, CRM forecasts and optional crowdsourced full‑buffer throughput, runs supervised models and time‑series forecasting (XGBoost/random forest variants) to output per‑site upgrade plans and new‑site proposals. Built as an interactive planner with weighting sliders; measured after a year by hits/misses and shows 25% accuracy gain over comparable tools while enabling optimized CAPEX placement and ROI shortening.
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chapters (10)
- 0:00Introduction
- 1:06Company overview
- 3:15AI & ML in tailored software
- 7:50Smart Capex for Telco networks
- 14:11Demo of Smart Capex
- 16:20Forecasting algorithms & data
- 20:59Prioritizing network investments
- 23:06Measuring AI decisions
- 25:16AI benefits for Telcos
- 27:04Q&A
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