Physical AI for professional aviation

Physical AI for professional aviation

Beyond Autopilot.
Pilot Assistance Autonomy That Thinks.

Applied AI for the real world: pilot assistance autonomy, delivered through our data platform.

A safety net, a coach, and a superhuman assistant for the crews flying commercial and military aircraft.

13

U.S. Defense Contracts

3

Commercial Airlines

Silicon Valley-based, backed by $20M+ in venture capital from:

  • Costanoa Ventures
  • Apollo Projects Hydrazine
    Sam Altman
  • Scout Ventures
  • JetBlue Ventures
  • Zach Perret
    Mischief
    Mischief
  • Countdown Capital
  • Lachy Groom
  • and other leading investors

We’ve worked with:

  • U.S. Air Force
  • U.S. Air Force
    Air Mobility Command
  • U.S. Air Force
    Air Force Special Operations Command
  • U.S. Air Force
    Air Force Research Laboratory
  • U.S. Air Force / AFRL
    711th Human Performance Wing
  • U.S. Air Force / AFRL
    AFWERX
  • U.S. SOCOM
  • Emirates
  • and others

A mix of customers, partners, and collaborators, past and present.

Congressional support:

The House Appropriations Committee’s FY27 Defense appropriations proposal includes a $14.5 million increase for AI pilot assistant autonomy within U.S. Special Operations Command’s advanced technology development program.

In its FY27 bill, the House Appropriations Subcommittee on Defense includes $14.5 million for pilot assistance autonomy with USSOCOM.

The House Armed Services Committee’s FY27 NDAA report calls for a Department of Defense plan to evaluate, transition, and adopt AI-enabled pilot assistive technologies, including software-centric systems that support pilots without modifying certified flight-critical systems.

The FY27 NDAA report expands on FY26’s, calling for a plan to adopt AI-enabled assistive technologies for air crews: software-centric tools that help pilots without modifying certified flight-critical systems.

The FY26 NDAA report encourages the military to prioritize hardware-lite, AI-enabled pilot augmentation to improve flight safety and reduce human error.

The vision

R2-D2 for Pilots

Our vision is an aviation sector free from human error.

This vision builds on a decades-old idea. DARPA and the U.S. Air Force set out to build the Pilot’s Associate in the 1980s, and today the technology has caught up.

It will increase capacity, handle the busywork, watch your back, and catch what a tired crew could miss.

Passenger aircraft in flight against a sunset sky.

The problem

Today, the Only High-Context Integrated System in the Cockpit Is the Pilot’s Brain

Modern aircraft produce more data than ever, but it’s scattered across avionics, charts, and displays, and the data from briefs, maintenance, and operations keeps growing in volume and complexity.

Context, judgment calls, and briefed intent stay in the pilot’s head, invisible to automation, and the data needed to train a true AI assistant for the crew does not exist yet.

Self-driving showed that an AI assistant or operator needs more context than a human does, not less.

Beacon builds the platform that gives aircrew, and the AI supporting them, the whole picture.

Another Layer of Pilot Support

The Swiss cheese model shows how gaps in multiple safety layers can align and let a hazard through. Beacon AI is designed to add another layer of support for the crew.

Illustration of the Swiss cheese safety model: some hazards are stopped by existing safety layers, while one passes through aligned gaps. A fourth layer labeled Beacon AI is then added and interrupts the illustrated hazard path.
~80%
~80%
~80%
~80%

of aviation accidents involve human error, even as aircraft have never been more reliable.

~$9.5B
~$9.5B
~$9.5B
~$9.5B

a year in human-error costs across aviation: military mishaps, hull and liability claims, and damage short of a hull loss.

Sources: National Commission on Military Aviation Safety (2020); Allianz aviation claims, five years to 2024; IATA ground damage study and 2025 Annual Safety Report. Annualized by Beacon from published totals.

Aviation Intelligence

Beacon’s AI Platform Goes Beyond Artificial Intelligence, Bringing Aviation Intelligence to Aircrew Around the World.

  • Aviation intelligence

  • Artificial intelligence

  • Aircrew instruction

  • Aircraft intelligence

  • Airspace integration

  • Avionics integration

  • Aeronautical innovation

  • Augmented intelligence

  • Actionable intelligence

  • Assistive intelligence

The thesis

Aviation Autonomy 2.0 Is Pilot Assistance Autonomy

Replacing the pilot is the wrong place to start. Even the best autonomy today isn’t ready to be the only pilot on board. Even if it were, the rules wouldn’t allow it, and even if they did, the high-context data it would need doesn’t exist yet.

Autonomy 2.0 assists the crew instead, at Levels 2 and 3. It’s hardware-lite, working alongside the aircraft’s certified systems instead of modifying or replacing them; regulatorily aligned, keeping the pilot in command; and data and software first, learning from every flight. Congress backs the same approach in the FY26 and FY27 NDAA.

It’s built to catch errors before they become accidents, which protects everyone on board and everyone under the flight path.

The platform

One Integrated Platform, Two Ways to Use It

Murdock in the cockpit and Lighthouse in the cloud, built as one system that shares the same flight data.

Aircraft to cloud, and back

Murdock

In the cockpit

Murdock

The onboard AI assistant for the crew. Runs at the edge, designed for austere and denied environments, and adaptable across many aircraft.

Lighthouse

In the cloud

Lighthouse

The flight intelligence platform. It turns each flight’s data into insight that crews, operations, and safety teams can use before, during, and after the flight.

The platform

One Integrated Platform, Two Ways to Use It

Murdock in the cockpit and Lighthouse in the cloud, built as one system that shares the same flight data.

Aircraft to cloud, and back

Murdock

In the cockpit

Murdock

The onboard AI assistant for the crew. Runs at the edge, designed for austere and denied environments, and adaptable across many aircraft.

Lighthouse

In the cloud

Lighthouse

The flight intelligence platform. It turns each flight’s data into insight that crews, operations, and safety teams can use before, during, and after the flight.

The platform

One Integrated Platform, Two Ways to Use It

Murdock in the cockpit and Lighthouse in the cloud, built as one system that shares the same flight data.

Aircraft to cloud, and back

Murdock

In the cockpit

Murdock

The onboard AI assistant for the crew. Runs at the edge, designed for austere and denied environments, and adaptable across many aircraft.

Lighthouse

In the cloud

Lighthouse

The flight intelligence platform. It turns each flight’s data into insight that crews, operations, and safety teams can use before, during, and after the flight.

Why It Matters

What Changes for Crews and Fleets

The payoff shows up in safety, efficiency, and readiness.

Safety

Fewer Errors, Lighter Workload

A second set of eyes that flags problems early and helps with routine tasks when workload peaks, so pilots stay ahead of the aircraft.

For crews and passengers

Efficiency

Lower Fuel Burn, Fewer Delays

Smarter routing and flight profiles cut fuel burn, delays, and rescheduling churn. Fewer incidents also mean lower insurance and maintenance costs.

For airlines and military fleets

Readiness

Ready Crews, Focused Training

Continuous insight into crew readiness and endurance, plus debrief feedback that shows where training time will count most.

For squadrons, training teams, and program offices

Over Time

Better With Every Flight

Every flight adds to what the platform learns, so the support it gives crews, and the safety margin with it, keeps growing.

Why It Matters

What Changes for Crews and Fleets

The payoff shows up in safety, efficiency, and readiness.

Safety

Fewer Errors, Lighter Workload

A second set of eyes that flags problems early and helps with routine tasks when workload peaks, so pilots stay ahead of the aircraft.

For crews and passengers

Efficiency

Lower Fuel Burn, Fewer Delays

Smarter routing and flight profiles cut fuel burn, delays, and rescheduling churn. Fewer incidents also mean lower insurance and maintenance costs.

For airlines and military fleets

Readiness

Ready Crews, Focused Training

Continuous insight into crew readiness and endurance, plus debrief feedback that shows where training time will count most.

For squadrons, training teams, and program offices

Over Time

Better With Every Flight

Every flight adds to what the platform learns, so the support it gives crews, and the safety margin with it, keeps growing.

Why It Matters

What Changes for Crews and Fleets

The payoff shows up in safety, efficiency, and readiness.

Safety

Fewer Errors, Lighter Workload

A second set of eyes that flags problems early and helps with routine tasks when workload peaks, so pilots stay ahead of the aircraft.

For crews and passengers

Efficiency

Lower Fuel Burn, Fewer Delays

Smarter routing and flight profiles cut fuel burn, delays, and rescheduling churn. Fewer incidents also mean lower insurance and maintenance costs.

For airlines and military fleets

Readiness

Ready Crews, Focused Training

Continuous insight into crew readiness and endurance, plus debrief feedback that shows where training time will count most.

For squadrons, training teams, and program offices

Over Time

Better With Every Flight

Every flight adds to what the platform learns, so the support it gives crews, and the safety margin with it, keeps growing.

One Platform, Commercial and Defense

Beacon focuses on professionally flown aircraft, the ones backed by professional maintenance and training programs.

Many of those airframes already serve both markets, so a single platform reaches commercial and defense operators without building two products.

Boeing 767 and its U.S. Air Force KC-46 tanker variant

Boeing 767 and its U.S. Air Force KC-46 tanker variant

One Airframe, Two Missions

The same Boeing 767 that Delta, FedEx, Amazon, British Airways, and countless others fly commercially, the U.S. Air Force flies as the KC-46 tanker. Beacon’s aircraft-adaptable platform is built for how professional aviation operates.

~112,000

Professionally flown civil aircraft, plus core U.S. and allied defense aircraft. None flies with AI pilot assistance in day-to-day operations today.

New technology and more connected fleets are opening that door, and the fleet grows to about 151,000 aircraft by 2045.

Sources: IATA, Boeing Commercial Market Outlook 2026, Cirium, Global Firepower, FAA Aerospace Forecast, and USAF operational energy data. Includes Beacon estimates.

News

Recent Posts

Building Safety⁠-⁠Critical Aviation AI

Beacon’s founding team pairs former military aviators, including F/A-18 pilots, with engineers who have built self-driving cars and defense-grade autonomy systems. Crews and program offices trust the platform because the people building it know the cockpit and have shipped autonomy before. Now Beacon is ramping up to take pilot assistance from first flights to entire fleets.

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Get in touch to see what the platform could do for your operation, or to join the team.