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RF Quantum Forecaster
Forecast every radio's near-future state — interference spikes, capacity exhaustion, roaming storms — 24 to 72 hours ahead, with confidence bands and the cheapest pre-emptive heal.
Per-AP probabilistic forecast
p10 / p50 / p90 bands per AP × band × hour, learned from 14–90 days of telemetry plus calendar context.
Pre-emptive heal queue
Risk events (interference / capacity / roam storm) ranked by onset window with the cheapest action to prevent them.
Unmatched in market
No major controller vendor ships true probabilistic per-AP forecasting with cost-ranked pre-emptive heals.
Run a forecast
Pick a horizon, describe the scope, and the AI returns a structured forecast brief.
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Powered by Lovable AI · forecast · probabilistic · preemptive-heal · rf
≈ 1–2 credits