# ==============================================================

# THREATFUSION: Autonomous SOC Alert Triage & Correlation Engine

# Domain: https://threatfusion.me | Engine: Claude 3.5 Sonnet

# ==============================================================

 

from secops.agents import ClaudeSonnetReasoningCore

from enrichment.vectors import ChromaDBContextIndex

from intelligence.misp import IOCMatcher

 

class ThreatFusionOrchestrator:

"""Automated Level-1 SOC Analyst eliminating alert fatigue."""

def __init__(self):

self.reasoning_core = ClaudeSonnetReasoningCore(

temperature=0.1,

prompt_caching=True,

output_schema="strict_mitre_verdict.json"

)

self.vector_store = ChromaDBContextIndex()

 

async def triage_incident_cluster(self, telemetry_burst):

# Step 1: Statistical clustering collapses burst floods

incident = deduplicate_and_cluster(telemetry_burst)

 

# Step 2: Context enrichment from MISP feeds & vectors

enriched_payload = await self.vector_store.augment(incident)

 

# Step 3: Multi-hop reasoning and kill-chain classification

verdict = await self.reasoning_core.evaluate(enriched_payload)

return verdict.dispatch_to_thehive()