Neural Terrena turns terrain, visibility, illumination, and weather into a single operational layer for the people who plan, deploy, and decide on the ground.
For institutional teams. No marketing demos.
In defence, emergencies, and critical infrastructure, decisions depend on more than location. They depend on what you can see, when you can see it, and how the environment changes around the operation. Today, that context is fragmented across tools that don't talk to each other.
Analysts combine GIS viewers, DEMs, weather forecasts, and field knowledge by hand. The result depends on who builds it and how much time they have.
Illumination, visibility, and weather change by the hour. Your maps don't. The same position can be exposed at dawn and concealed at dusk — and most tools never tell you.
What should take minutes — what's visible from here, where the shadow falls, when illumination changes — takes hours of expert work. Decisions happen with worse context than they should.
Terrain Intelligence is the layer of analysis that sits between geospatial data and operational decisions. It's not a new map; it's what makes the map operationally readable.
Neural Terrena builds that layer. It treats terrain as a dynamic system — not as a background — and synchronizes it with time, illumination, and weather to answer the questions that planners and operators actually ask: what can be seen from here, what stays hidden, when does it change, and under which conditions.
A map shows where things are. Terrain Intelligence shows what it means to be there.
The first version delivers six capabilities, designed to work together as a single synchronized state — not as independent tools.
Azimuth, elevation, and lunar phase synchronized to map and time. Read illumination conditions for any location, any moment, in seconds.
Shadows computed over the DEM for a given date and time. See where the terrain hides — and when it stops hiding.
Point-to-point visibility and full viewshed analysis. Identify dominant positions, blind zones, and exposure corridors on the terrain.
Cloud cover, horizontal visibility, and wind, treated as operational variables — not as a separate weather query. The terrain is read under real conditions.
One unified state across map, sun, moon, shadows, weather, and analytical layers. Move the timeline and the whole environment moves with it.
Traceable, explainable, exportable. Every result records its sources, parameters, and assumptions — for review, audit, and reuse.
These are the capabilities for the first twelve months. The full roadmap is shared during pilot conversations.
Neural Terrena is dual-use by design. The same platform serves civil emergency teams, infrastructure operators, defence planners, and geospatial integrators — because the questions about the terrain are, fundamentally, the same.
Coordination centres and field teams need to understand access, visibility, and ambient conditions in minutes — not in the next briefing. Neural Terrena delivers terrain context fast, in the format that command posts and incident teams already use.
Example: triage of access routes for a search-and-rescue operation in mountainous terrain.
Energy, water, telecoms, and transport assets sit in territory that exposes them to physical and remote-sensing threats. Neural Terrena maps visibility from and toward the asset, identifies blind zones, and supports inspection prioritization after disruptive events.
Example: visibility analysis of a substation against potential standoff observation points.
Planners, analysts, and ISR teams use Neural Terrena to read terrain conditions for movement, observation, concealment, and exposure. The platform supports planning workflows — it does not replace them, and it does not generate targeting.
Example: terrain conditions analysis for a planned ISR mission with UAV components.
Earth observation operators, GIS platforms, and defence integrators add Terrain Intelligence as a specialized capability inside their existing offering — without rebuilding what Neural Terrena already does.
Example: terrain-aware module integrated into an EO operator's tactical dashboard.
Why now
Four shifts are happening at once. European defence spending reached €343 billion in 2024 — a 19% jump in a single year. The use of drones has turned visibility, concealment, and terrain exposure into tactical priorities again. The Copernicus Data Space Ecosystem made high-quality geospatial data accessible without rebuilding the data pipeline from scratch. And European technological sovereignty stopped being an abstract argument — it became industrial policy through the Joint White Paper for European Defence Readiness 2030.
Neural Terrena is built for this moment. Not before. Not after.
Why us
Neural Terrena is a vertical product, not a toolkit. It packages terrain, illumination, visibility, and weather into one synchronized layer — instead of leaving the integration as homework for the customer.
It's built in Europe, hosted in Europe, designed around European institutional and data-sovereignty requirements.
And it comes from two decades of operational geospatial work — emergencies, public administration, GIS platforms, applied meteorology — by people who have shipped territorial intelligence products that real teams use under pressure.
Neural Terrena S.L. is a European company headquartered in León, Spain, building Terrain Intelligence for defence, emergencies, and critical infrastructure. The company was founded in 2026 and operates in compliance with EU regulatory frameworks for dual-use technology, data protection, and responsible use.
Alberto Cerrillo
Founder & CEO
Geographer and geodesy & cartography engineer with 20+ years in applied geospatial work. Former director of a 100-person technology company in the GIS and emergencies space (€3.5M revenue, €800K EBITDA in 2025). Currently completing the Executive Programme in Defence Industry at EOI. Based in León, Spain.
Neural Terrena operates under explicit principles: civilian protection and human rights compliance, transparency and traceability of analytical outputs, no automation of lethal decisions, no targeting capability. We accept that not every contract is one we should take — and we have a process to decide.
Neural Terrena works through pilots, not through self-service demos. Tell us about your context, and we'll respond within 5 working days with the next step — usually a 30-minute scoping call to see if there's a fit.