GRAN CAPITÁN Military Reasoning Box
Support to Intelligence, Strategy and Operations Commanders.
The DeepTech firm for disruptive advanced AI systems, Binomial Consulting & Design S.L. (CD), and its Military Cognitive AI lab, WarMind Labs, which we operate with our partners 1MillionBot at the Torre Juana OST IA Hub, announce the launch of a Military Reasoning Box development project.
The project aims to deploy 24×7×365 virtual agents to support military decision-makers (“Commanders”) with real-time, adaptive, evolving, and autonomous intelligence, strategy, and operations across multi-domain combat scenarios. We call this Military Reasoning Box “Gran Capitán.”
After several years of research and conceptual, functional, and technological design, during which we studied and documented the cognitive processes involved in the competencies of an Intelligence, Strategy, and Operations (ISO) Commander, we have defined a hierarchy of GOSIL reasoning agents based on bioneurocognitive AI: 28 Metagents and nearly 300 operational agents, all working 24×7×365. We have also defined the hybrid, critical, real-time distributed reasoning architecture (CRT-DCRA) and the Hyperscalar computing model to be used.
How “Gran Capitán” Reasons: the 28 GOSIL Metagents
Below is a quick map of the GOSIL metagents that power the Gran Capitán Reasoning Box. They organize the flow from strategic sensing → planning → intelligence production → evidence & analysis
CUE — Enables detection of strategic issues to resolve.
VITAL — Designs and assesses short-, medium-, and long-term strategic plans.
DECIDE — Builds and implements multi-factor decision trees and structures.
ACTUA — Designs action plans, simulates execution, and assesses impact.
INDISUA — Sets and deploys deterrence plans and continuously assesses their impact.
PROTEUS — Mechanisms to design and develop security plans at all three levels of the conventional threat.
DEALER — Designs and implements combined negotiation operations.
DECEPT — Plans, designs, and develops deception operations.
KEYQ — Detects and analyzes NBKQ structures and “Black Swans.”
PROYECTA — Exploratory prospecting to estimate future strategic scenarios.
IMAGINE — “Think the unthinkable”: defines enablers of possible yet not-currently-achievable scenarios.
FLEXO — Analyzes and generates alternative plans toward intermediate goals aligned to the mission.
FORCEFIELD — Continuous analysis of contenders’ forces in a conflict scenario.
PUPILO — Analysis of actions and lessons learned from successes and mistakes.
STERE — Environment for learning, designing, and developing complex, robust strategies.
RASAT — Designs robust, consistent processes for developing strategic information.
INSUME — Method for designing strategic-information products.
FACTORYLINE — Systematic production of precision strategic information.
TARGET — Designs collection and assessment strategies to elicit precise knowledge about targets.
EELD — Procedures to build and manage physical, documentary, or pattern evidence and evidence networks.
ANIRULES — Generates analysis plans and lines of investigation from existing evidence.
RESEC — Templates and processes for reasoning and assessment from derived evidence.
EMACTOR — From analysis results, establishes actors’ strategy in challenge and conflict scenarios.
THOGRA — Dissects documents and opinions to identify goals and intentions.
REMAKER — Designs decision and influence operations in the real world.
COGREPAIR — Checks logical fallacies and modes of cognitive error in the analytic process.
XANALYST — Techniques and tools for strategic analysis and synthesis.
AXIOMA — Identifies, analyzes, weighs, and monitors key strategic factors.
The Gran Capitán Reasoning Box can be easily adapted to other decision-maker profiles, such as corporate CEOs and policy makers and integrated into any system that seeks to offer reasoning capabilities oriented to understanding and influencing, with precision, complex real-world environments (Real-World Understanding / Influence Systems, a concept defined and modeled in 2010).
Although the project is classified and will be presented in the US, EU, and UAE, under NDA we can share an executive summary of the project plan, current progress, and short-, medium-, and long-term milestones.
Q2–Q3 2026: first confidential solid demonstrator.
More news about this disruptive project coming soon.