The Cost: Suboptimal Performance, Missed Opportunities, and Stifled Innovation
These limitations translate into significant operational inefficiencies and unfulfilled potential:
Reduced Mission Effectiveness
Inability to capitalize on fleeting opportunities or respond optimally to dynamic events.
Increased Personnel Requirements
More operators and analysts are needed to achieve complex outcomes.
Higher Cognitive Load on Operators
Leading to fatigue, errors, and burnout.
Slower Operational Tempo
Critical decisions are bottlenecked by human processing capacity.
Conventional Drones are Tools, Not Teammates
While drone technology has advanced data collection and remote operations, most drones remain limited to remote control or rigid pre-programmed paths. They lack the intelligence to understand complex goals, adapt to changing conditions, make independent decisions, or collaborate effectively—limiting their usefulness in dynamic, unpredictable environments.
To transcend these limitations, the next generation of drones must evolve into true autonomous agents – systems that can:
1
Perceive and understand their environment in rich detail.
2
Reason about their goals and the state of the world.
3
Make intelligent decisions autonomously or in collaboration with humans.
4
Act purposefully to achieve mission objectives, adapting their behavior as needed.
5
Collaborate effectively with human operators and other autonomous agents (e.g., drone swarms, ground robots).
our AI solution
Unleashing True Aerial Cognition with Onboard AI
VISIONAIRY® Navigation, a cornerstone of the SPLEENLAB® Suite, provides the core intelligence and autonomous decision-making capabilities to transform your drones into sophisticated Drone Agents.
We go beyond simple path-following, embedding advanced AI that enables your drones to perceive, reason, decide, and act with unprecedented levels of autonomy, turning them into proactive partners for complex missions.
Spleenlab’s Drone Agent capability is built upon the synergistic integration of our VISIONAIRY® modules:
The intelligent core of autonomous agents across ground, air, and sea—featuring goal-oriented behavior, autonomous task planning, dynamic re-planning, and advanced logic via behavior trees and state machines.
Provides robust, continuous self-positioning and mapping in any environment (GPS-available or denied), crucial for an agent to understand its location and navigate purposefully.
Enables the agent to perceive and identify relevant objects, threats, targets, or points of interest in its environment, forming the basis for situational understanding.
Ensures all sensor data (visual, thermal, LiDAR, etc.) is accurately calibrated and fused, providing a rich, coherent world model for the agent’s decision-making processes.
Provides the optimized, high-performance onboard computing environment necessary for complex AI-driven agentic behaviors to run efficiently at the edge.
Related products
VISIONAIRY™
Visual Inertial Odometry
VISIONAIRY™
MAP BASED RELOCALIZATION
VISIONAIRY™
SLAM - EO | IR
VISIONAIRY™
SLAM - LIDAR
Enter the next level of safe navigation
ON BOARD
We support all chips, all sensors and all robots.
highest embedded performance
We support all chips, all sensors and all robots.
ON BOARD
We support all chips, all sensors and all robots.
Resources
Demo Video
Whitepaper
Blog post
Solutions for Drones
Drone Agent
The Dawn of Truly Intelligent Aerial Autonomy