7-Tier Autonomous Intelligence Architecture Master View
Pillar 15 • Master BlueprintMaster architectural blueprint detailing all 7 vertical intelligence tiers: Input, Analysis, Detection, Intelligence, Decision, Response, and Continuous Learning.
Microservices Health
28 / 28 Healthy
All 7 vertical tiers operational
End-to-End Latency (P99)
420 ms
Intake to automated containment
Daily Pipeline Volume
34,890 Samples
Zero queue backlog
Overall Platform Uptime
99.99%
Zero-downtime canary deployments
TIER 1
INPUT & INTAKE LAYERIngress
Multi-Modal Sensor Ingestion & Vault
High-throughput parallel ingestion gateway for PE executables, Office maldocs, ELF binaries, PCAPs, EVTX event logs, and memory dumps with WebCrypto SHA-256 validation.
Throughput:
1,840 files/min
P99 Latency:
14.2 ms
TIER 2
DEEP ANALYSIS LAYERInspection
Static, Dynamic & Memory Detonation
Multi-stage automated execution sandbox, Ghidra/Cutter disassembly decompiler, Volatility 3 memory inspection, and 25+ anti-evasion instrumentation bypasses.
Throughput:
420 detonations/min
P99 Latency:
1,850 ms
TIER 3
DETECTION & SIGNATURE LAYERClassification
Multi-Model ML & YARA Forge
Deterministic YARA pattern evaluation, Sigma rule translation, and GPU-accelerated Triton ML inference cluster running XGBoost, Random Forest, and Transformer models.
Throughput:
3,200 inferences/min
P99 Latency:
24.5 ms
TIER 4
INTELLIGENCE & REASONING LAYERCognitive
Knowledge Graph & AI Copilot
Neo4j graph representation of binary IOC relationships, autonomous LLM code understanding, automated MITRE ATT&CK 14-tactic attribution, and family clustering.
Throughput:
920 graph queries/min
P99 Latency:
450 ms
TIER 5
DECISION & FUSION ENGINESynthesis
Dempster-Shafer & Bayesian Triage
Multi-source evidence fusion engine using Dempster-Shafer orthogonal mass combinations, Bayesian belief networks, and AI P1-P4 priority triage queueing.
Throughput:
4,500 fusions/min
P99 Latency:
8.2 ms
TIER 6
RESPONSE & CONTAINMENT LAYERExecution
SOAR Closed-Loop Orchestration
Closed-loop automated orchestration dispatching 1-Click host isolations, EDR firewall null-routes, C2 DNS sinkholing, and ServiceNow P1 incident ticketing.
Throughput:
140 playbooks/min
P99 Latency:
180 ms
TIER 7
ACTIVE LEARNING & RETRAIN LAYEREvolution
Human-in-the-Loop & Drift Feedback
Human-in-the-loop analyst feedback store, uncertainty sampling active learning queue, statistical PSI feature drift monitoring, and continuous GPU model fine-tuning pipeline.
Throughput:
65 annotations/hr
P99 Latency:
35 ms
L1-INPUT • TIER 1 DEEP INSPECTION
INPUT & INTAKE LAYER
High-throughput parallel ingestion gateway for PE executables, Office maldocs, ELF binaries, PCAPs, EVTX event logs, and memory dumps with WebCrypto SHA-256 validation.
Active Microservices (3)
cerberus-ingest-gatewayHealthy
Runtime: Go 1.22 / gRPCReplicas: 6 • Latency: 4.2 ms
quarantine-vault-storageHealthy
Runtime: Rust / MinIO S3Replicas: 4 • Latency: 8.1 ms
webcrypto-parser-workerHealthy
Runtime: Wasm / V8Replicas: 8 • Latency: 2.8 ms
Real-Time Tier Telemetry
Throughput
1,840 files/min
P99 Latency
14.2 ms
Error Rate
0.001%
Queue Backlog
12
Connected Platform Studios