Published: · Region: Eastern and Southern Ukraine · Category: Forecast

Russia–Ukraine Conflict Enters More Entrenched High-Tech Attrition Phase With Expanded Drone Warfare

Theater: Eastern and Southern Ukraine
Time horizon: 30d
Published: 2026-05-17
Moderate confidence (75%)
Risk direction: escalatory · Impact: CRITICAL

Executive summary

Over the next 30 days, the Russia–Ukraine war is likely to deepen into a high-tech attrition contest characterized by routine long-range drone exchanges, with Ukraine striking further into Russia’s energy and defense-industrial base and Russia increasing massed UAV and glide-bomb attacks on Ukrainian infrastructure. Both sides will experiment with new drone swarms, AI-enabled targeting, and counter-drone systems, reducing unit costs but raising the frequency of strikes. Front-line territorial changes will be modest, but damage to industrial capacity and power networks on both sides will compound.

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Forecasts are generated automatically from open-source signal data (event tracking and conflict telemetry) with confidence calibrated against historical outcomes. Read the full methodology →