An AI-powered cockpit assistant has completed five flights aboard three operational U.S. Air Force tanker aircraft, testing how software can support pilots without controlling the aircraft. Beacon AI’s Murdock system logged approximately 20 hours aboard KC-46A Pegasus tankers during August and September 2026.
The demonstrations took place under an Air Force AFWERX Tactical Funding Increase (TACFI) agreement with Air Mobility Command (AMC). Flights began during Emerald Flag at Eglin Air Force Base in Florida before continuing at two other airfields, including a civilian airport.
Beacon says Murdock is the first commercially developed AI pilot assistant to fly aboard multiple operational aircraft. Its approach centers on processing flight data and providing recommendations through an onboard interface.
Inside Murdock’s tech
Murdock combines onboard computing hardware with a crew-facing interface. It reads data from certified avionics buses, gives pilots advisory information, and records flight data for analysis.
The system also connects to Lighthouse, Beacon’s cloud-based fleet data platform, through satellite communications. Lighthouse processes information gathered across flights, helping Beacon develop software features aimed at improving safety and operational efficiency.
This architecture lets the company develop cockpit assistance without replacing existing avionics or modifying certified flight-critical systems. Pilots retain control and responsibility for operational decisions.
Beacon classifies the demonstrated capability as Level 2 assistance within its own framework. The software advises the crew, but humans decide how to respond.
CEO Matt Cox said the flights demonstrate how the technology can deliver practical benefits to aircrews. He added that Beacon plans to expand its capabilities as operational experience and supporting evidence accumulate.
Fleet data drives upgrades
Flying aboard operational tankers gives Beacon access to real-world data from different aircraft and operating environments. The flights covered multiple airfields and procedures, offering a broader range of conditions than a single-aircraft demonstration.
Beacon calls its longer-term approach Fleet Learning. The concept uses accumulated flight data to refine software features across participating aircraft, potentially helping operators benefit from improvements developed through shared operational experience.
AFWERX backed the project through its TACFI program, which helps advance technologies toward operational use. The agreement followed a Small Business Innovation Research Phase 2 contract with U.S. Special Operations Command.
The effort also reflects growing defense interest in software that improves cockpit awareness without taking control away from pilots. The House Armed Services Committee addressed advisory flight-assistance systems in its report on the fiscal 2027 National Defense Authorization Act.
Lawmakers directed the defense secretary to brief the committee by February 1, 2027, on plans to evaluate and adopt these technologies.
Beyond military aircraft
The KC-46 could offer Beacon a route toward commercial aviation. The tanker derives from Boeing’s 767 platform, which has recorded 1,361 deliveries since 1982.
However, military demonstrations do not establish readiness or regulatory approval for commercial passenger aircraft. Any expansion would require further development, testing, and validation.
Beacon’s immediate goal is to extend Murdock’s support across more stages of flight. Planned capabilities include assistance with mission scheduling and postflight debriefing.
The broader engineering challenge is to make cockpit software more useful through repeated operational testing. Its success will depend on whether data-driven improvements reduce crew workload and support safer decisions without disrupting established flight procedures.