Agora

A modular LLM and multi agent RAG enabled platform that fuses structured data, unstructured information, and SME input to support strategic intelligence analysis and political military (serious) games.

Developed in collaboration with Just Horizons Alliance, Agora provides analysts and operators with a unified environment for ingesting, structuring, and reasoning over complex data — enabling rapid, defensible, and explainable AI supported analysis.

What Is Agora?

Agora is KaDSci’s next generation analysis environment — a flexible, modular platform designed to integrate advanced language models, multi agent reasoning, and human expertise into a unified analytic workflow.

Modular LLM Architecture

Supports multiple large language models and agent types, enabling mission specific analytic pipelines.

Multi Agent RAG Engine

Retrieval augmented generation with collaborating agents that cross validate findings and improve analytic fidelity.

Human Machine Fusion

SME input is incorporated directly into workflows, ensuring machine generated insights remain grounded in operational reality.

Why Agora Matters

Modern intelligence and operational environments demand rapid synthesis of complex, multi modal information. Agora provides the structure, automation, and analytic rigor needed to provide timely analytic insight.

Accelerated Insight

Multi agent workflows reduce analytic bottlenecks, sift through large quatities of data, and enable faster, more defensible assessments.

Operational Relevance

Designed for use before, during, and after combat operations — supporting planning, execution, and post operation analysis.

Transparent Reasoning

Agora exposes agent reasoning, data provenance, and SME contributions, enabling traceable and auditable decision support.