Use Cases
The same agentic architecture applied to different mission domains.
Air Mobility
Airlift Mission Planning & Monitoring
AMC Mission Support
End-to-end support for air mobility operations—from initial route exploration through real-time mission monitoring. Connect to FR24, GDSS2, or other operational feeds for continuous visibility.
Preplanning
Explore airfield options, throughput capacity, and route feasibility before mission parameters are set
Replanning
When weather or tanker availability changes, regenerate alternatives and cascade updates
Planning
Generate optimized routes with constraint validation, fuel planning, and downstream coordination
Monitoring
Track missions against plans, alert on deviations, project constraint window compliance
Intelligence
Imagery Analysis as a Planning Problem
The same agentic architecture that plans airlift missions can plan and execute intelligence collection and analysis workflows.
Intel Collection & Analysis
Define what you need to know. The agent determines what to collect, processes incoming imagery, and delivers answers, not just detections. Compute statistics, detect trends, and generate briefing-ready reports with full reasoning chains.
Collection Planning
Translate intelligence requirements into collection tasking and priority ordering
Aggregation & Statistics
Compute what VLMs alone can't: counts, trends, anomalies, statistical confidence across time series
Image Processing
Process stacks of imagery against user-defined criteria using VLMs
Continuous Monitoring
Alert when activity at target locations exceeds baseline thresholds
Ground Truth Validation
Published planning data often doesn't match reality. Satellite imagery analysis validates plans against observed conditions.
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Compare published MOG against observed
ramp capacity -
Detect infrastructure changes affecting
runway suitability -
Surface discrepancies between planning factors and ground truth
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Feed validated data back into planning workflows
Port & Airfield Operations
Closing the Loop with Ground Ops
Airfield Operations Support
Ground ops teams are often the constraint that drives replanning, but they're usually the last to know what's coming. Vista Sora brings ground teams into the planning loop, giving insight into changing mission flow and the ability to flag conflicts before they cause delays.
Ramp Management
See inbound aircraft against parking availability. Flag conflicts before aircraft are committed to your location.
Maintenance Support
Visibility into aircraft maintenance status and support requirements before arrival
Ground Support Equipment
Track equipment availability—K-loaders, fuel trucks, tugs, air stairs—against inbound requirements
Manning & Scheduling
Align crew availability with expected ground times, turn schedules, and surge requirements
Dual-Use Applications
The Same Capability. Different Missions.
The agentic architecture that powers airlift planning extends to any domain with complex constraints, evolving conditions, and time pressure.
Commercial Logistics
Cargo routing with dynamic constraint management and real-time replanning
Maritime Planning
Port capacity, vessel routing, and scheduling optimization​
Disaster Response
Rapid resource allocation when every hour matters and conditions change constantly
Ground Transportation
Convoy routing with security and infrastructure constraints