Scaling to military aircraftC-130Js are far larger; integration with cargo, USAF requirements is harder.
Avionics integration on aging platformsThe C-130J was designed in the 1990s; retrofitting new software safely into an existing avionics architecture requires careful validation.
Physics limits
Regulatory ceilingEven with proven software, each new aircraft type requires separate certification from military or civilian aviation authorities, which is time-consuming and expensive.
Sensor limitations in denied areasGPS is jamming-vulnerable, and forward-looking sensors (radar, lidar) have range and resolution limits, constraining operations in contested environments.
How it works
3 parts
Software autopilot
AI replaces pilot inputs
Uses machine learning to interpret sensors and command control surfaces like a pilot.
Integration
Works with existing avionics
Sits atop certified avionics through standard interfaces without rebuild.
Certification
Scales from Caravan foundation
Caravan certification evidence extends to C-130J, accelerating military approval.
Spec sheet
Spec
Merlin Pilot
Certified platforms
Cessna 208B Caravan, C-130J Super HerculesR (reported)
Merlin Labs develops Merlin Pilot, an autonomous flight software system that enables both crewed and uncrewed flight on certified aircraft. The company went public on Nasdaq (MRLN) in March 2026 and is working with the USAF on C-130J Super Hercules autonomy.
Merlin Labs listed on Nasdaq (MRLN) in March 2026 via SPAC merger.
Merlin Pilot certified in New Zealand on Cesnas; first autonomous landing at Oshkosh (Jul 2026).
USSOCOM $105M contract for C-130J autonomy; Critical Design Review completed Jun 2026.