The Challenge

Mission and operations planners rely on fragmented intelligence, logistics, and situational data to inform decisions under pressure. This information often arrives in unstructured formats—from ISR reports and imagery to field logs and sensor telemetry—and is stored across multiple systems and networks.

The lack of a unified, structured foundation slows mission analysis and limits the ability to generate or compare potential courses of action (COAs) efficiently. Without reliable data traceability, teams struggle to verify AI-generated recommendations or trust automated outputs in critical decision windows.

The Solution

Unstructured provides the data layer that enables explainable, accurate GenAI reasoning for course-of-action generation and analysis. We ingest text, imagery, and telemetry data—preserving context, semantic relationships, and metadata lineage—so AI systems can reason across diverse inputs with confidence.

With the ability to support selective data acquisition through emerging standards such as the Model Context Protocol (MCP), GenAI agents can dynamically retrieve and fuse relevant context from structured datasets, generating recommendations that are transparent and traceable back to their source data. This capability gives planners and analysts access to trustworthy, explainable insights in real time, improving coordination between intelligence, operations, and logistics functions.

The Results

By enabling structured, multimodal data access and contextual retrieval, Unstructured empowers decision-makers to:

• Generate and compare COAs with improved speed and accuracy
• Achieve full traceability and transparency of GenAI reasoning
• Enhance situational awareness across dynamic operational environments

The result is a new standard for AI-assisted planning—where each recommendation is grounded in structured evidence, enabling faster, defensible decisions under time-sensitive conditions.

Governance and Deployment

Unstructured offers secure, scalable deployment options across mission environments. It supports flexible configurations—including on-premises, private cloud, GovCloud, and in-VPC deployments—allowing organizations to maintain full control of sensitive data and operations.

We ensure transparency and compliance throughout the data lifecycle with robust metadata management, role-based access controls, and comprehensive lineage tracking. Designed for both development and operational use, Unstructured continues to optimize its pipelines for edge performance and emerging multimodal workloads, ensuring efficient operation wherever mission data resides.

Mission Impact

Unstructured delivers a foundation of trust for AI-driven decision support. With structured, explainable data pipelines powering GenAI analysis, mission planners, analysts, and operators can generate and evaluate courses of action faster and with greater confidence. The result is a clear decision advantage—where every recommendation is transparent, data-grounded, and defensible under the most demanding mission conditions.