Merlin Pilot Targets Part 25 Cargo with New AI System

Introduction

Merlin, Inc. has officially entered the heavy-lift market with the launch of its Merlin Pilot autonomous system, a product family designed to bring advanced AI-powered flight control to Part 25 commercial cargo aircraft. The company, which went public via a special purpose acquisition company in March 2026, is positioning its new 'Condor' product line as a pragmatic solution to the industry's deepening pilot deficit. By focusing on Reduced Crew Operations (RCO), the firm aims to assist human pilots rather than replace them immediately, navigating a cautious path toward full autonomy.

Industry Context and Strategic Approach

According to the Boeing Commercial Market Outlook, the global freighter fleet is projected to grow from approximately 2,340 aircraft to nearly 3,900 over the next 20 years. To support this, Boeing forecasts a demand for 2,800 new or converted large cargo aircraft. Merlin’s strategy leverages this trend by retrofitting existing airframes with its Merlin Pilot autonomous system rather than designing clean-sheet autonomous drones. This approach, supported by $183 million in total cash reserves following a recent $80 million private investment in public equity, allows the company to capitalize on the existing freighter conversion market.

Regulatory and Technical Hurdles

Achieving the FAA Supplemental Type Certificate (STC) for Part 25 transport-category aircraft remains the primary regulatory hurdle for the company. Merlin has already made progress by securing a Technical Standard Order authorization for its custom Remote Data Concentrator (RDC), which digitizes analog sensor data for flight control computers. Internationally, the Civil Aviation Authority of New Zealand has completed a Stage of Involvement 2 review for the company's software under DO-178 standards, covering half of the required data for its flight control computer.

Stakeholder Impact and Opposition

While cargo operators and freight lessors view the technology as a means to increase aircraft utilization, the Air Line Pilots Association (ALPA) remains a vocal opponent. The union argues that Reduced Crew Operations degrade safety by removing a critical layer of human redundancy. According to ALPA, the shift toward autonomous systems threatens job security and could pressure pilot wages. Conversely, the military sector—specifically the United States Special Operations Command (USSOCOM)—is actively testing the technology on the C-130J Hercules to reduce human risk in contested environments.

Technical Analysis

The development of the Merlin Pilot represents a maturation of the autonomous flight sector. Historically, projects like the Airbus ATTOL (Autonomous Taxi, Takeoff, and Landing) project in 2020 and Xwing’s gate-to-gate cargo flights proved that machine vision and AI could manage large aircraft. Merlin is now accelerating this trajectory by moving from experimental testing to commercial certification. The data suggests that the industry is transitioning from 'what is possible' to 'what is certifiable.' By targeting RCO, Merlin is aligning its roadmap with regulatory cycles that prioritize safety and human-in-the-loop oversight. This trajectory suggests that autonomous systems will likely enter commercial cargo service as 'co-pilots' long before they operate as fully uncrewed freighters.

What Comes Next

Merlin’s roadmap is defined by several key milestones. The company is expected to reach a Critical Design Review for its C-130J autonomy program by late 2026 or 2027. Following this, the company anticipates securing its first FAA Supplemental Type Certificate for a Part 25 commercial cargo aircraft between 2027 and 2028. These milestones will be critical in determining whether the technology can scale across the broader global freighter fleet.

Why This Matters

This development signals a fundamental shift in how the aviation industry addresses labor and operational efficiency. If successful, the integration of AI-powered flight systems into heavy freighters could redefine the economics of air cargo, providing a scalable answer to the structural pilot shortage. For the broader aviation ecosystem, the certification process will establish a new regulatory precedent for human-machine interaction in the flight deck.