Pushing The Envelope
Adaptive Robotic Systems Powered by AI Agents for Mission Optimization
Pushing The Envelope
Adaptive Robotic Systems Powered by AI Agents for Mission Optimization
✉️ A Message from the Founder
Grounded in Innovation
“After decades advancing autonomy and mission systems in aerospace, I saw an opportunity to bring that same intelligence closer to the ground — to the terrain beneath our feet — and apply it to one of the world’s most critical challenges: food production. So, I founded L10X to develop embodied AI agents that learn from real-world missions and grow smarter with each flight. We began with vineyards — one of agriculture’s most sensitive, high-resolution environments — and proved that agents could move beyond data collection to deliver actionable insight.”
— Zigmond Leszczynski, Founder, L10X AeroInnovations
- 30+ years in aerospace systems, autonomy, and mission analytics
- Former Systems Director, The Aerospace Corporation; Deputy Executive Director, Virginia Spaceport Authority; and U.S. Navy Commander
- FAA Part 107 Certified Commercial Drone Pilot, and FAA Certified Flight Instructor (CFI)
- B.S. Electrical Engineering – U.S. Naval Academy (USNA), and M.S. Astronautical Engineering – Naval Postgraduate School (NPS)
🛠 Our Core AI Agents
OPTIMA™
OPTIMA™
OPTIMA™
Optimized Tactical Parametric Intelligent Mission Agent
A real-time optimization agent that continuously refines flight paths, data strategies, and mission routines using telemetry, terrain, and energy feedback. OPTIMA™ functions as an autonomous co-pilot and planning assistant — turning mission history into mission advantage.
VISION™
OPTIMA™
OPTIMA™
Vegetative Insight via Spectral Indices and Optimization Network
A spectral intelligence agent that fuses drone-captured RGB and satellite imagery to detect spatial trends, vegetation stress, and environmental patterns. VISION™ integrates standard and proprietary indices — including VARI, TGI, PDI, and Sentinel-2 overlays like NDVI, NDRE, and SIPI2 — to generate insight-rich visual analytics.
🍇 Applications in Action: Precision Vineyard Intelligence
Vineyards were our first mission environment — and they remain a high-value proving ground. With steep slopes, sensitive crops, and demand for precision, vineyards test the full capability of adaptive mission systems.
Grower Questions We Help Answer:
- Where is my crop underperforming or stressed?
- How can I better time irrigation or fertilizer application?
- Can I catch issues early before they spread?
L10X Delivers:
- High-resolution RGB drone imagery
- AI-enhanced VISION™ overlays: VARI, TGI, PDI, Sentinel-2 multispectral indices
- OPTIMA™ optimization reports for smarter mission planning
- 3D terrain models for slope, drainage, and microzone management
→ Less guesswork. Better timing. Healthier vines. Greater yield.
🔍 Field-Proven Examples
Northern Virginia Farm
Occoquan Watershed Project
Occoquan Watershed Project
Mapping over 100 acres using GCP-calibrated RGB imagery and VISION™ overlays to detect drainage and vegetative variability.
Occoquan Watershed Project
Occoquan Watershed Project
Occoquan Watershed Project
Generated terrain models and digital twins to support erosion control, drainage planning, and regenerative land design.
🚀 Looking Beyond: From Vineyards to Space
L10X agents are built for scale — from small fields to large watersheds, from Earth’s surface to off-world terrain. As embodied AI systems, they adapt through iterative real-world learning and extend beyond agriculture to support mission planning in extreme and remote environments.
Future Applications:
- Autonomous system training
- Planetary terrain intelligence
- Pre-mission robotics simulation for off-planet exploration
We’re not just building drones — we’re architecting learning systems that evolve across missions, domains, and environments.