
Helios
A satellite in low Earth orbit has ground contact for ten minutes per pass. A spacecraft at Mars waits twenty-four minutes for a single response. When something breaks at 7.8 km/s, no human can intervene in time.
Every spacecraft today relies on fault management written before launch — pre-programmed decision trees that try to anticipate every possible failure. When the software encounters something outside its tree, it enters safe mode. The vehicle survives. The mission stops. Sometimes for weeks.
Helios is autonomous healing intelligence for space systems. It observes spacecraft health through telemetry, remembers what has happened across every mission it has seen, reasons about anomalies — and takes safe, graduated action to keep the mission alive. When it cannot fix the problem, it generates a detailed diagnostic report so ground engineers can start working the moment contact is restored.
We are building Helios because the next decade will put 50,000 satellites in orbit, send humans back to the Moon, and begin the journey to Mars. Manual operations cannot scale to that future. Spacecraft need to think for themselves — not with blind automation, but with intelligence that earns trust through demonstrated competence.
“The universe doesn't wait for ground control. Neither should the systems we send into it.”
Continuously monitors every subsystem — power, thermal, attitude, propulsion, comms — detecting anomalies before they cascade.
Maintains a knowledge graph of every anomaly, every resolution, every component's aging curve across the fleet.
Determines root cause using patterns from the fleet's collective experience. Known failures resolved in seconds. Novel ones escalated with full context.
Executes safe, graduated corrective actions — sensor re-reads, redundancy switches, thermal adjustments — earning trust with every successful outcome.
Five hundred kilometres above the Earth,
a solar panel tilts toward a star it cannot name.
A voltage dips. A pattern stirs.
Somewhere in the graph of everything that ever failed,
this moment has been seen before.
The system does not panic. It remembers.
And gently, it heals what the Sun cannot reach.