Deployment Assessment: Rasheed Air Base, Iraq

Site Summary

Rasheed Air Base is a military airfield located within the Baghdad metropolitan area, operated under Iraqi government authority and functioning as a dual-use installation supporting both Iraqi Air Force operations and, historically, coalition force presence. The base sits inside one of the most densely populated urban corridors in the Middle East, with an estimated 422,333 people within 5 km and over 6.35 million within 25 km. That population exposure is not incidental — it is the defining operational constraint for any autonomous systems deployment at this site.

The base occupies a conflict-zone designation under this assessment's threat framework. Despite zero ACLED-recorded incidents within 50 km in the current data window, Rasheed's historical role as a target for rocket and drone attacks by Iran-aligned militia groups — including documented strikes during 2019–2022 — establishes a persistent, credible threat baseline that the absence of recent ACLED data does not negate.

The absence of a public deployment record at a site of this criticality is itself a justification for procurement action.

---

Threat & Criticality Assessment: CARVER + DRES

CARVER Analysis: Priority Target Characteristics

Rasheed's CARVER composite of 37/50 places it in the upper tier of assessed sites globally. The score distribution is instructive:

Component	Score	Implication
Criticality	7	Loss or degradation has significant regional effect
Effect	7	Attack consequences extend beyond the physical site
Accessibility	6	Urban adjacency reduces standoff; multiple approach vectors
Recognizability	6	High-profile, named installation; easily identified by adversaries
Vulnerability	6	Meaningful gaps in active defense coverage
Recuperability	5	Moderate recovery timeline; some redundancy exists

A CARVER composite of 37 is a procurement-relevant signal. Sites scoring above 40 consistently appear in DoD and allied force C-UAS prioritization frameworks. The Robotics Relevance score of 6 (a standalone robotics-applicability measure, not a CARVER sub-score) confirms that autonomous systems are not aspirational at this site — they are operationally warranted across air, ground, and subsurface threat vectors.

DRES Profile: What the Scores Mean Operationally

Rasheed carries a DRES composite of 7.1 (HIGH), driven by two sub-scores that demand immediate operator attention:

Subsurface: 15.7 — This is an outlier value indicating significant vulnerability in below-grade infrastructure: fuel lines, munitions storage, hardened shelters, and utility conduits. Subsurface attacks — including ground-emplaced IEDs and tunnel-based infiltration — represent the highest-scoring threat vector at this site. Robotic ground systems with subsurface sensing (ground-penetrating radar, acoustic anomaly detection) are directly indicated by this score.

Ground: 13.4 — The ground threat score reflects perimeter vulnerability, vehicle-borne threat exposure, and the difficulty of controlling access across an urban-adjacent airfield boundary. Baghdad's road network provides multiple approach vectors to the base perimeter, and the urban density that surrounds the site complicates both detection and interdiction.

Air: 4.6 — The air threat score is moderate, not low. In the Iraqi theater, this reflects the documented use of small commercial UAS and modified FPV drones by militia actors for ISR and direct attack. A score of 4.6 in a conflict-zone context represents an active, not theoretical, threat category.

Hardening: 15.69 — The hardening sub-score is high, indicating existing physical protective measures. However, hardening scores in DRES reflect passive infrastructure, not active detection or interdiction capability. High hardening does not substitute for active C-UAS or robotic perimeter systems.

---

Attack History

No ACLED-recorded incidents are present within 50 km during the current assessment window. However, this absence does not reflect historical threat reality. Rasheed Air Base was targeted by rocket and drone attacks during 2019–2022 by Iran-aligned militia groups, including Kataib Hezbollah and affiliated factions. The documented attack pattern includes both single-drone harassment operations and coordinated multi-drone salvos. The current quiet in ACLED data represents a data gap relative to known threat history, not a reduction in underlying threat capability or intent.

---

Verified Deployments

No verified autonomous or robotic system deployments are recorded for Rasheed Air Base.

This is a primary finding of this assessment, not a data gap to be dismissed. For a site carrying a DRES of 7.1, a CARVER composite of 37, conflict-zone status, and a population exposure of 6.35 million within 25 km, the absence of any publicly evidenced C-UAS, robotic perimeter, or autonomous ISR deployment represents a material defense posture gap.

The absence of public evidence does not confirm the absence of classified or undisclosed systems. U.S. and coalition forces have historically operated counter-drone and force protection systems at Iraqi bases under operational security restrictions that preclude public disclosure. However, the analytical standard applied here is verified public evidence, and by that standard, the gap stands.

---

Gap Analysis

Rasheed's profile reveals a critical mismatch between threat exposure and documented defensive posture:

Threat exposure: CARVER 37, DRES 7.1, conflict-zone designation, documented historical attack pattern, 6.35 million population within 25 km, and three distinct threat vectors (air, ground, subsurface) with subsurface scoring highest (15.7).

Defensive posture: No verified active robotic or autonomous system deployments in public record. Hardening infrastructure (15.69 DRES sub-score) is present but represents passive protection only. Active detection, tracking, and defeat capability for small UAS and FPV drones is not evidenced.

Implication for operators and program managers: Rasheed's profile — high CARVER, high DRES, conflict zone, urban population exposure, no verified active robotic defense — is precisely the profile that FEMA C-UAS grant frameworks and DoD theater security cooperation programs are designed to address. The absence of a public deployment record at a site of this criticality is itself a justification for procurement action.

Subsurface vulnerability: The subsurface DRES sub-score of 15.7 is the highest in the profile and indicates infrastructure concentration (fuel storage, munitions handling, utility conduits) that would benefit from autonomous ground-based anomaly detection systems. This vector is underrepresented in typical C-UAS procurement discussions but operationally urgent at this site.

---

Procurement & Grant Implications

For defense program managers: Rasheed's CARVER/DRES profile supports a multi-layer autonomous defense architecture — short-range C-UAS (RF detection + kinetic or directed-energy defeat), robotic ground patrol for perimeter sectors, and subsurface anomaly detection for critical infrastructure nodes. The site's urban population exposure (422,333 within 5 km) constrains kinetic defeat options and elevates the priority of non-kinetic C-UAS solutions.

For FEMA C-UAS grant applicants: While Rasheed falls outside FEMA's domestic jurisdiction, the site's profile is directly comparable to high-density domestic transportation nodes (major international airports with urban adjacency) that do qualify. The threat modeling applicable here — FPV drone attack against a high-CARVER transportation node in a dense population zone — transfers directly to domestic grant justification frameworks. Operators managing comparable U.S. infrastructure should reference Rasheed's CARVER/DRES profile as a comparative benchmark.

For dual-use investors and vendors: The Iraqi theater represents a proving ground for C-UAS and robotic perimeter systems under operational conditions. Vendors with documented performance at comparable conflict-zone sites (Al-Asad, Ain al-Asad, Erbil International) carry verifiable operational pedigree that translates to procurement advantage in allied and partner nation markets.

Regulatory pathway: Iraq's national C-UAS regulatory framework remains underdeveloped relative to NATO theater standards. International security assistance programs, including U.S. Security Force Assistance and FMS channels, represent the most viable near-term procurement pathway for active robotic defense systems at this site.

---

Outlook: 12–24 Month Threat Trajectory

Primary threat vector: Small UAS / FPV drone attack (MODERATE–HIGH CONFIDENCE) Iran-aligned militia groups operating in the Baghdad theater — including Kataib Hezbollah and affiliated factions — have demonstrated sustained capability and intent to conduct drone attacks against Iraqi military installations hosting coalition personnel. The operational pattern includes both single-drone harassment attacks and coordinated multi-drone salvos. The DRES Air score of 4.6, while not the highest sub-score, reflects a threat that has materialized repeatedly at comparable sites in the theater.

Secondary threat vector: Ground infiltration and perimeter breach (MODERATE CONFIDENCE) The Ground DRES score of 13.4 reflects perimeter exposure driven by urban adjacency. Baghdad's road network and the density of civilian activity surrounding the base create persistent access-control challenges. Vehicle-borne and personnel-borne threats remain relevant, particularly in periods of elevated political tension or militia mobilization.

Tertiary threat vector: Subsurface emplacement (LOW–MODERATE CONFIDENCE) The Subsurface DRES score of 15.7 is the highest sub-score in the profile. While subsurface attacks are lower-frequency than aerial or ground-level incidents, the score reflects infrastructure vulnerability that, if exploited, would produce disproportionate effect. Fuel storage and munitions handling areas are the primary concern. Autonomous ground-based sensing systems (ground-penetrating radar, acoustic anomaly detection) are operationally indicated.

Assessment validity: Confidence is MODERATE, limited by absence of verified deployment data, ACLED gap relative to known threat history, and restricted visibility into classified force protection measures at this installation. Assessment valid until 2027-04-25.

---