How It Works

From Raw Signal to Agent-Callable Context.

Kyberis sits between your feeds and your agents, scoring intelligence so every call returns a confident, provenance-grounded answer.

The Pipeline

Raw Signal In. Scored Context Out.

STEP 01

Multi-feed normalization

Talos, VirusTotal, ISACs, OSINT and your own feeds are rationalized into one consistent schema — duplicates collapsed, conflicts resolved.

STEP 02

Knowledge-graph enrichment

Indicators are linked to actors, campaigns, and infrastructure across 25+ years of structured data. Every query deepens the graph.

STEP 03

MCP & API surface

Agents call Kyberis over MCP or REST and receive confidence-scored, structured context with full provenance — no glue code.

STEP 04

AI SOC outcomes

Confident decisions in 1–3 queries. Lower LLM cost, fewer false positives, an auditable chain of evidence on every action.

One Call, Not a Pipeline

One MCP Call. Structured, Scored, Sourced.

A single tool call returns graph context an agent can reason over — not flat JSON it has to guess at.

# Agent calls Kyberis over MCP
tool: kyberis.investigate
args: { "indicator": "185.220.101.42" }

# Response — confidence-scored graph context
{
  "indicator": "185.220.101.42",
  "verdict": "malicious",
  "confidence": 0.94,
  "linked_actor": "APT-29 (cluster)",
  "campaigns": ["COZY-2025-Q4"],
  "proof_points": 17,
  "provenance": ["DCSO", "Talos", "ISAC-FS"],
  "recommended_action": "block + hunt lateral"
}

Illustrative example — values shown are representative, not live data.

View the API reference →

Fits Your Stack

Connects to the Tools Your SOC Already Runs

Two Deployment Paths

Replace, or Enrich — Your Call

Kyberis runs alongside your existing stack. No rip-and-replace required.

Replace low-quality feeds

Swap out noisy, flat, single-source feeds for one confidence-scored knowledge graph. Fewer queries, lower cost, cleaner signal into your agents.

Enrich what you already have (BYOF)

Bring Your Own Feed. Kyberis layers graph context, confidence scores, and provenance onto your current intelligence — a better foundation for the stack you already run.

Get Your Agent Answering in Minutes

Free plan, free forever. Connect your agent and start asking threat questions right away.