MarinSight: From Data to Decision Clarity
From Data to Decision Clarity
MarinSight transforms raw operational data into mission-ready environmental intelligence. By ingesting multimodal inputs like doctrine, maintenance logs, training records, and field reports, MarinSight constructs a dynamic knowledge graph of the battlespace. This graph is enriched with semantic reasoning, generative AI content, and human-in-the-loop oversight to produce a 4D immersive environment for decision-makers and autonomous systems alike.
The result is a context-aware intelligence layer that supports ISR teams, digital twins, and tactical AI workflows in terrain-rich and GPS-contested environments.
Optional Callouts Beneath:
- Multimodal Ingestion: Doctrine, logs, and sensor records are fused into a coherent knowledge model.
- Semantic Reasoning Engine: Aligns human language, spatial data, and operational logic.
- 4D Immersion: Outputs can power tactical overlays, training simulators, or adaptive autonomy modules.
- Human Oversight Module: Ensures explainability, accountability, and trust in critical decisions.
MarinSight’s Differentiation
Symbolic + Neural AI Engineering
Our software engineering approach goes beyond code—we blend symbolic logic and neural reasoning to build systems that are explainable, traceable, and mission-aligned. MarinSight’s AI stack integrates doctrinal logic with lightweight generative models, producing content and analysis pipelines that are both adaptive and verifiable.
Data Science with Secure Autonomy
MarinSight processes doctrine, telemetry, and training records through a secure, multimodal ingestion layer. Unlike SaaS tools, our models run in DoD-compliant containers with no external API dependencies. From terrain overlays to cognitive agent prompts, every insight is grounded in authorized, traceable data sources.
Product Design for DoD Immersion
We build 4D immersive environments that adapt to the mission—not just preloaded scenarios. MarinSight uses real-time operational inputs and knowledge graphs to auto-generate mission-specific training content and digital twin overlays. Designed in Unreal Engine and SmartBook-compatible, our experiences evolve as your data evolves.
Explainability & Instructor Oversight
All generated content is reviewable, auditable, and aligned to training standards. MarinSight supports human-in-the-loop workflows with built-in instructor checkpoints and traceable logic paths—ensuring human control remains central to every AI decision.
Mission-Ready Development & Testing
Our containerized pipeline supports deployment in air-gapped, cloud-contained, or classified environments. We support FAISS-based secure vector indexing, LoRA-fine-tuning for models like Mistral 7B, and modular plug-ins for Navy training ecosystems such as STAVE and LMS SmartBooks.
Strategic Advisory and Integration
We provide full lifecycle support—from MBSE-aligned planning to Unreal-based delivery. Whether you need a standalone AI training module or an integrated simulation twin with terrain overlays, our team delivers platforms built for DoD compliance, explainability, and long-term sustainment.