FUTURE SYSTEMS

Hold the destination.
Measure the distance.

We begin with futures worth building, work backward into everything they require, and update the path when new evidence changes what appears possible, economic, or investable.

01

Personal flight and autonomous movement

Make safe aerial mobility and useful autonomous operations ordinary, not exceptional.

  • Aircraft and propulsion
  • Autonomy and sensing
  • Airspace coordination
  • Certification and insurance
  • Charging, maintenance, and ground operations
Trace this system on the map
02

Useful robots and machine labor

Move dangerous, repetitive, and unwanted physical work from people to reliable machines.

  • Perception and planning
  • Actuators and motion control
  • Safe human interaction
  • Simulation and deployment software
  • Service, repair, and workflow integration
Trace this system on the map
03

Energy abundance

Expand the supply of reliable energy so intelligent machines can perform more useful physical work at lower cost.

  • Generation and grid capacity
  • Storage and charging
  • Power electronics
  • Thermal management
  • Critical materials and manufacturing
Trace this system on the map
HOW CLOSE ARE WE?

Track the distance between science fiction and ordinary life.

We follow the technologies and real-world systems that must mature together before useful robots, abundant energy, and personal flight can become normal.

MI
Compounding

Machine intelligence

Perception, planning, and general-purpose models are improving faster than the physical systems around them.

3 / 5
IA
Field proving

Industrial autonomy

Drones and robots are accumulating operating evidence in inspection, logistics, safety, and industrial workflows.

2 / 5
AM
Scaling unevenly

Advanced manufacturing

Factories, test systems, components, supply chains, and maintenance capacity decide how quickly physical innovation can leave the prototype stage.

2 / 5
UE
Still binding

Useful energy

Storage, power electronics, thermal limits, reserve, and recharge time continue to constrain practical flight.

1 / 5
PF
Pre-infrastructure

Everyday personal flight

Aircraft exist, but affordable operations, trusted autonomy, public acceptance, and dense infrastructure do not yet converge.

1 / 5

This is our research framework, not an official technology index or investment recommendation. The stages change when the underlying evidence changes.

LATEST FROM THE RESEARCH

What changed, why it matters, and what comes next.

LAST UPDATEDAugust 16, 20267 published research records
01
Published research

The BVLOS Inflection: What Changes and What Does Not

A source-linked examination of the systems, companies, and unresolved economics behind an important change in the future map.

Read the complete research
02
Verified state change

FAA BVLOS final rule entered OIRA review on July 10, 2026

OIRA lists the FAA action Normalizing Unmanned Aircraft Systems Beyond Visual Line of Sight Operations as a final rule received for review on July 10, 2026.

Inspect the evidence record
03
Reviewed constraint

Electronic conspicuity and right-of-way remain contested BVLOS design issues

FAA reopened comment on electronic conspicuity and right-of-way after extensive objections and practical concerns about collision-risk allocation and detect-and-avoid cost.

Inspect the evidence record
04
Reviewed evidence

The proposed Part 108 framework creates permits, certificates, and regulated data services

The FAA proposal would govern routine low-altitude BVLOS through operator permits or certificates, industry-standard-based aircraft acceptance, regulated automated data services, security controls, and operating records.

Inspect the evidence record
05
Reviewed evidence

UTM service recognition and interoperability remain unfinished

FAA says UTM can provide planning, authorization, surveillance, and conflict management for BVLOS, while the regulatory construct, service recognition, data exchange, and consensus standards are still being refined.

Inspect the evidence record
06
Research thesis

Machine intelligence is becoming physical infrastructure

The research question is shifting from what a model can say to what an autonomous system can safely sense, decide, move, repair, and complete in the real world.

Map machine labor
07
System constraint

Energy is the common denominator

Robots, aircraft, factories, data centers, and material processing all converge on generation, storage, power electronics, heat, and grid capacity.

Trace the energy stack
08
Investment framework

The best opportunity may be one layer below the headline product

Must Hit follows components, materials, software, certification, maintenance, and infrastructure that can gain value across several competing end products.

Explore the enabling layers