Orchestrate Constellations Without Ground Control

APS (Autonomous Planning System) implements on-board AI to orchestrate mission planning, scheduling, and execution across satellite constellations without ground intervention. MAPA (Master Autonomous Planning Agent) coordinates constellation-wide decisions while SAPAs (Specialized Autonomous Planning Agents) handle domain-specific tasks like imaging, communications, and formation flying. Event-driven architecture responds to changing conditions in real-time, making decisions in orbit that ground operators would take hours to compute.

MAPA integrates plans from multiple specialized agents across the entire constellation, resolving conflicts and optimizing resources autonomously. SAPAs provide domain expertise for specific challenges—imaging collection, communications scheduling, formation control, threat avoidance—each optimizing within their specialty. MAPA ensures constellation-wide coherence while SAPAs operate in parallel, enabling modular mission reconfiguration without redesigning the entire system.

Just-in-time planning updates command queues dynamically based on real-time events within configurable timelines rather than following static pre-programmed schedules. Satellites execute optimal plans given actual conditions—target movements, collision warnings, resource changes—instead of outdated predictions made hours or days ago on the ground. This responsiveness enables missions requiring split-second adaptation impossible with traditional ground-based planning cycles.

Yes. APS operates at configurable autonomy levels working independently or collaboratively with ground commands depending on mission requirements. CCSDS-compatible interfaces integrate with existing ground systems without requiring infrastructure replacement. Operators provide high-level goals and constraints while APS handles execution details, or ground systems maintain full oversight. This flexibility enables adding autonomous capabilities without wholesale system redesign.

Missions requiring continuous target custody use APS for handoff coordination—Space Force Missile Track Custody maintains uninterrupted threat tracking across constellations. Responsive imaging missions use just-in-time planning capturing time-sensitive targets appearing between ground contacts. Formation flying missions coordinate precise maneuvers maintaining distributed sensing geometries. Any mission where ground communication delays cause failures benefits from on-orbit decision-making autonomy.

Event-driven architecture triggers automatic replanning when satellites fail, sensors malfunction, or collections miss. MAPA redistributes tasks across remaining constellation assets maintaining mission continuity despite degradation. Dynamic rescheduling adapts to actual system state rather than assuming perfect execution. Resilient planning ensures missions survive component failures that would break static pre-programmed plans requiring manual ground intervention taking hours or days.

APS makes decisions on-orbit eliminating ground communication delays measured in minutes or hours. Ground systems optimize across mission timelines but cannot respond to immediate opportunities or threats. APS operates continuously aboard satellites while ground planning operates in discrete cycles. On-board autonomy enables responsive missions impossible when every decision requires round-trip communication to ground operators who may be unavailable or overwhelmed.

Messaging middleware connects planning agents with spacecraft subsystems—remote sensing, command execution, data management, telemetry, task queues. Event-driven triggers activate planning only when conditions change rather than polling constantly. SAPAs translate high-level mission goals into subsystem commands while monitoring telemetry for execution status. Integrated architecture enables coordinated operations across subsystems that stovepipe systems cannot achieve without manual operator coordination.

Yes. Configurable autonomy levels enable human oversight ranging from advisory mode where APS recommends actions to full autonomy where APS executes independently. Ground operators set goals, constraints, and priorities while monitoring execution. Manual overrides interrupt autonomous operations when required. CCSDS-compatible command interfaces let operators provide high-level retasking or detailed commands depending on mission phase. Balance between automation and oversight adapts to mission criticality.

APS supports US Space Force Missile Track Custody mission enabling multiple satellite vendors to coordinate threat tracking autonomously. Demonstrated at GEOINT 2024 for responsive AMTI/GMTI collection planning maintaining continuous custody of moving targets through sensor handoffs. Integrated products enable simultaneous management of thousands of satellites through optimization, orchestration, and deconfliction. Mission-proven for government and commercial constellation operations requiring autonomous coordination impossible through manual ground planning.