Who it's for

Who this is for

  • SOC teams with fragmented enrichment across many tools.
  • Teams that need consistent, deduplicated IOC scoring.
  • Analysts drowning in manual lookups per case.
Problems

Problems solved

  • Enrichment fragmented across multiple TI providers.
  • Inconsistent confidence scoring and duplicate noise.
  • No single, structured artifact per case.
  • Manual lookups that eat analyst time.
Scope

What I review / build

  • Wire scoped enrichment across VirusTotal, Shodan, AbuseIPDB, and internal CTI.
  • Reconcile results and normalize confidence scoring.
  • Add SIEM/SOAR context to each indicator.
  • Produce an analyst-ready summary per case.
  • Expose it as a tool/agent-consumable schema.
Deliverables

Deliverables

  • Automated enrichment workflow across your TI sources.
  • Normalized confidence-scoring model.
  • Analyst-ready case summary format.
  • Structured, agent-consumable output schema.
Process

Sample workflow

01

Source mapping

Identify TI providers, internal CTI, and the context to attach.

02

Reconciliation

Build the dedupe and normalized-confidence logic.

03

Summary format

Design the analyst-ready and agent-consumable output.

04

Integration

Wire it into your SIEM/SOAR case flow with audit.

Controls

Security controls included

Scoped TI API accessNormalized confidence scoringDeduplicationStructured, auditable output
Typical effort
1–2 weeksfocused effort
Scoped around availability. Async-friendly.
How to start
Get in touchno sales call
This is work I do and write about in the open — reach out to compare notes or ask a question.
FAQ

Frequently asked questions.

Which threat-intel sources are supported?
VirusTotal, Shodan, AbuseIPDB, and internal CTI are common. The workflow is source-agnostic and reconciles whatever you connect.
Does it over-query paid APIs?
No. Enrichment is scoped and rate-aware, with deduplication to avoid redundant lookups.
Can an agent consume the output?
Yes. The output is a structured schema designed for both analyst reading and downstream agent or playbook consumption.
Let's talk

Want to talk it through?

Building or securing something similar? Tell me about your agent, stack, or SOC workflow — I'm happy to compare notes.