Governance Layer
Component (C7)
Framework-Wide Overlay
G1Business & Problem Governance
↕
G2Data Governance & Sovereignty
↕
G3AI Model & Hallucination Mgmt
↕
G4Human-in-the-Loop Enforcement
↕
G5Trust & Auditability
↕
G6Ethical AI & Responsible Use
↕
G7Operationalization & Monitoring
→ Governs all other components
Geospatial Participants
Component (C1)
Individuals · Teams · Departments · Organizations · Communities
↓ Feeds C4 gateway & C5-S3 planning
Industry Sectors
Component (C2)
Earth + Space domains served by ANASSA. See LLA for full sector breakdown.
↓ Feeds C4 config & C5-S3 planning
Deployment Paths
Component (C3)
Enterprise · Cloud · Edge · SaaS · Desktop · Field Mobile
↑ Receives C5-S5 execution
Distributed Geospatial System-of-Systems
Component (C4)
Master Orchestrator (L0) + AI Infrastructure (L1–L4) · Earth + Space
Orchestrator
Layer 0 · ANASSA Master Orchestrator
ANASSA Spatial Agentic AI Orchestrator
Master coordination layer (Execution Architect) for all agents, workflows, and inter-component connections. Decomposes participant intent → agent task graphs. Routes data, sequences workflows, enforces governance, synthesizes trusted intelligence at machine speed.
↕ AI Infrastructure Layers L1–L4 ↕
L1
Multi-Model Language Gateway
LLM · VLM · NL Interface · Query Decomposition
↕
L2
Specialized Geospatial AI Agents
Analysis · Cartography · Remote Sensing · Workflow Orchestration
↕
L3
GIS Platform & Protocol Integration
MCP · A2A · Enterprise GIS Software · SDKs · APIs · Legacy Systems · IoT Connectors
↕
L4
AI Infrastructure
Compute · Vector DBs · RAG · Model Hosting · Spatial Indexes
↓ Powers C5-S2 reasoning · ↕ Draws knowledge from C8
Geospatial AI Cognitive Loop · Continuous · Self-Improving
Component (C5)
S1
Sense & Acquire
→
S2
Reason & Understand
→
S3
Plan & Design
👤 HUMAN GATE
→
S4
Decide & Validate
👤 HUMAN GATE
→
S5
Execute & Deploy
→
S6
Learn & Adapt
↕ S6 Learning Agent feeds all components after each cycle
Multimodal Spatial Data
Component (C6)
Earth + Space + Real-Time
Unstructured
Tabular
LiDAR / Point Cloud
Terrain
Imagery
Raster
Voxels
Vector
3D
CAD / BIM
Real-Time (IoT)
Multidimensional Data
← Feeds C5-S1 sensing agent