ARGUS7 TECHNOLOGY

Traceable technology, not AI slogans.

Every component is presented by function, status and control. Target capabilities are not claimed as implemented.

TARGET ARCHITECTURE

01 / TECHNOLOGY MAP

TRACEABLE · EVIDENCE-DRIVEN · SOURCE-BACKED · AUDITABLE · REPRODUCIBLE · HUMAN-REVIEWED

01IN DEVELOPMENT

AGENTIC ORCHESTRATION

Context building · module selection · execution strategy · fusion · quality control

02TARGET ARCHITECTURE

MEMORY

Case · entity · session · user memory with case isolation

03TARGET ARCHITECTURE

RAG

Document store · vector database · knowledge base · retrieval engine

04PROTOTYPE

LOCAL LLM

LM Studio · Qwen · DeepSeek · model routing · prompt management

05TARGET ARCHITECTURE

TOOLS / API

Mediated OSINT · threat intel · search · forensics · custom API

06PROTOTYPE

GRAPH INTELLIGENCE

Entity graph · relationship graph · pattern detection · network visualization

07IN DEVELOPMENT

EVIDENCE PIPELINE

Annotated evidence · integrity · versioning · chain of custody

08ARCHITECTURAL SPECIFICATION

HUMAN VALIDATION

Approve · request evidence · reject · decision log

02 / LOCAL LLM

The model is selected according to task and policy.

There is no generic “AI MODEL ACTIVE” indicator. Results pass through requirements, minimal context and validation.

01TASK→
02MODEL ROUTER→
03POLICY / REQUIREMENTS→
04MODEL SELECTION→
05PROMPT / CONTEXT→
06VALIDATION→
07RESULT→
08HUMAN / SYSTEM CHECK
MEMORY / RAG CONTENT

CONTEXT

Retrieved content that may be useful but is not yet evidence.

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EVIDENCE OBJECT

VERIFIED RECORD

Attributed source, observed data, transformation, integrity, status and validation.