Kloud Voyager
>Autonomous space, for earth>One kloud. Every Orbit. Any mission
Mission:
Design bounded autonomy architectures for deep-space operations.Problem:
Latency and radiation demand local decision-making.
Safety demands deterministic execution.Schema:
Plan → Survive → Adapt
(across missions, not in flight)
suite 1
>kloud simulate
Monte Carlo reliability analysis platform for mission-level spacecraft system validation under radiation-driven uncertainty. Validates operational profiles across nominal, elevated, and extreme radiation scenarios.Beta: 2027 Q2-Q3
suite 2
>kloud detect
Fault detection and autonomous diagnosis using radiation-aware composite risk indices. Integrates dynamical proximity, epistemic uncertainty, and radiation regime indicators for early anomaly detection.Beta: 2027
suite 3
>kloud navigate
Autonomous mission planning and execution with bounded authority protocols. Maintains productive autonomous operation while preserving safety through graduated escalation mechanisms.Beta: 2028
We have a lift off!!!
All three run on the same lightweight autonomy core engineered for bounded, explainable operation in harsh environments.Designed to support future radiation-aware strategies once hardware context is established.Across missions, the system follows a lifecycle schema:plan → survive → adapt
The current work is a governance architecture and simulation study — we rely on published radiation characterization data from CRaTER and established SPE fluence models for our calibration inputs. Hardware validation including fault injection testing and SEU rate characterization is explicitly scoped as future work. The Fermilab reference in the paper is specifically about the governance architecture parallel — the beam abort system as a physical instantiation of bounded autonomy — not as a radiation testing facility for our work.
Current release focuses on simulation-validated architectures and early prototype modules; flight validation will follow phased partner programs
Information provided is for technical and informational purposes only
Frequently Asked Questions
>What is Kloud Intergalactic?Kloud Intergalactic is developing a simulation-first autonomy software architecture for small spacecraft operating beyond continuous ground contact. The platform focuses on mission simulation, onboard anomaly detection, and bounded autonomous behavior under constrained power, bandwidth, and communication conditions.The current development phase emphasizes architectural definition, simulation-based validation, and hardware-agnostic design. Environmental considerations such as radiation effects are intentionally deferred pending hardware selection and mission profile definition.>Is this flight-proven software?No. Kloud Intergalactic is in the early development and feasibility stage.The system architecture and technical approach are defined, with validation currently centered on simulation and ground-based testing. Hardware-in-the-loop validation and flight-specific qualification are planned for subsequent development phases.>What problem does Kloud Intergalactic address?Many small spacecraft missions rely heavily on ground operations or fly with limited onboard autonomy due to cost, power, and reliability constraints. These limitations become more pronounced during communication delays, intermittent contact, or fault conditions.Kloud Intergalactic is designed to support bounded, explainable onboard autonomy, enabling spacecraft to detect anomalies, maintain safe operational states, and execute limited autonomous responses when ground intervention is unavailable.>What types of missions is this intended for?Kloud Intergalactic is intended for:CubeSat and SmallSat missionsTechnology demonstration payloadsUniversity and research spacecraftCislunar and lunar-support missionsMissions operating with intermittent or delayed communicationsThe same autonomy and anomaly-detection capabilities may also support Earth-observation missions where similar constraints exist, such as limited ground contact, reduced staffing, or strict power and bandwidth budgets.>What hardware platforms are supported?The software architecture is designed to be hardware-agnostic.Initial validation targets widely adopted, developer-accessible edge computing platforms (e.g., Jetson-class embedded GPUs) to accelerate simulation, verification, and fault characterization. Hardware abstraction layers are designed to support future migration to lower-power system-on-chip platforms and space-qualified processors as mission requirements mature.Final platform support will be informed by partner needs and mission constraints.>What does “radiation-aware” mean in this context?In the current phase, radiation awareness refers to planned accommodation of radiation-mitigation strategies, not implemented capability.Radiation effects are treated as physical-layer concerns that depend on hardware selection, orbit, shielding, and mission duration. The present architecture is hardware-agnostic and simulation-focused and does not yet implement radiation-specific fault models or mitigation mechanisms. This is not a claim of radiation-hardened hardware.Radiation-aware strategies will be addressed in later phases once physical constraints are defined.>How does Kloud Intergalactic handle autonomy safely?The system is designed around bounded autonomy and explicit safety constraints. Autonomous behaviors are limited in scope, explainable, and subject to predefined operational boundaries. Safety evaluation, anomaly detection, and operational execution are architecturally separated to support fault isolation and predictable degradation behavior.>Is telemetry shared publicly?No. Any telemetry or mission data shared with Kloud Intergalactic is handled under partner agreements and used solely for development, testing, and validation purposes.>What are you looking for in beta partners?Kloud Intergalactic seeks early partners willing to:Share non-sensitive mission scenarios or telemetryProvide operational feedbackCollaborate on defining real-world autonomy requirementsThese partnerships help ensure the system addresses practical mission needs rather than purely theoretical use cases.>How does this relate to NASA Artemis?Kloud Intergalactic’s design philosophy aligns with Artemis objectives by supporting autonomous operations, reducing ground operational burden, and enabling resilient spacecraft behavior in cislunar environments.The technology is being developed with future NASA collaboration pathways in mind but is not currently part of an active NASA flight program.>Is this an open-source project?Kloud Intergalactic follows an open-core philosophy. Certain foundational components may be released openly, while mission-specific or safety-critical components may remain proprietary.Cloud-based infrastructure is used for simulation, training, and validation. All mission-critical inference and decision execution are designed to operate locally on spacecraft hardware, with no operational dependency on cloud connectivity during flight.>How can I become a beta partner?Interested organizations can express interest through the website. Kloud Intergalactic will follow up to understand mission profiles, constraints, and potential collaboration fit.>What are the current development priorities?Current priorities focus on:Simulation-based autonomy validationArchitectural refinement and verificationAnomaly detection and bounded decision logicHardware-agnostic design and abstractionEarth-observation applications are pursued only where they align with these core technical objectives.
The story of kloud
> Why Kloud Intergalactic ExistsKloud Intergalactic was formed in response to a growing gap between mission ambition and onboard autonomy. As small satellites move into more demanding orbits — cislunar space, distributed constellations, and communications-constrained environments — continuous ground control becomes increasingly impractical.Yet many spacecraft still rely on ground-heavy operations or proprietary autonomy systems that are costly, power-intensive, or unsuitable for small platforms. Kloud was created to explore a different approach: bounded, radiation-aware autonomy that is lightweight enough to run onboard, transparent enough to trust, and resilient enough to operate when Earth is not immediately reachable.Guided by the belief that space systems should not only explore beyond Earth but help safeguard the fragile planet from which they originate. As humanity expands its presence in orbit and beyond, autonomous spacecraft will play an increasing role in monitoring, protecting, and understanding the pale blue dot we all share.
Why KloudSpacecraft autonomy is often designed for ideal conditions — steady power, continuous communication, and nominal system health. Real missions don’t operate that way.Kloud Intergalactic is building a simulation-first autonomy architecture designed for environments where resources fluctuate, communication is intermittent, and systems must degrade predictably rather than fail abruptly. Instead of treating autonomy as an all-or-nothing capability, Kloud structures onboard intelligence around explicit operational regimes — nominal, degraded, and survival — with clear boundaries, explainable behavior, and conservative responses under uncertainty.This approach prioritizes:Bounded, explainable autonomy over opaque decision-makingGraceful degradation over brittle optimizationEvidence through simulation and validation over premature claimsKloud is designed to integrate with existing flight software stacks, support incremental validation, and provide a clear foundation for collaboration with institutions that care about safety, resilience, and long-duration operations beyond continuous ground contact.