# Artifact Correlation Agent

*/Agents/Artifact_Correlation_Agent*

## Solution Overview

The Artifact Correlation Agent ingests raw security artifacts from incident response investigations, including memory dumps, PCAP files, and endpoint telemetry, and maps the connective tissue between them. It parses disparate data formats, queries external threat intelligence feeds, and resolves overlapping timestamps across multiple time zones. The agent outputs a unified relationship graph in JSON and a chronological attack timeline directly into Jira or ServiceNow, detailing exactly how a malicious binary relates to a compromised user credential or a specific network call.

Tier 2 SOC analysts and digital forensics teams deploy this agent to eliminate the manual pivoting typically required between SIEM dashboards, EDR consoles, and threat databases. Instead of spending hours cross-referencing IP addresses and file hashes to verify if an alert is a false positive, analysts receive a pre-correlated evidence package. Because attribution and final remediation decisions carry high operational risk, the agent halts at the analysis phase, submitting the correlated graph for a human checkpoint before any network isolation commands are authorized.

As a digital worker in the security operations org chart, the agent operates over Slack and API webhooks. It consumes underlying headless SaaS primitives, specifically threat intelligence REST APIs and raw log ingestion pipelines, to pull its raw material. Above it, automated remediation services and playbook runners consume the agent's structured JSON graphs to execute localized containment scripts once the human-in-the-loop approves the findings.

## Icp Problems

- [Cross-Silo Log Correlation](/Problems/Cross-Silo_Log_Correlation) — ops
- [Breach Timeline Discovery](/Problems/Breach_Timeline_Discovery) — compliance
- [Tier Three Analyst Drain](/Problems/Tier_Three_Analyst_Drain) — talent
- [Data Lake Compute Costs](/Problems/Data_Lake_Compute_Costs) — capital
- [Advanced Threat Evasion](/Problems/Advanced_Threat_Evasion) — competitive
- [Threat Feed Redundancy](/Problems/Threat_Feed_Redundancy) — supply-chain

## Icp Opportunities

- [Autonomous Log Stitching](/Opportunities/Autonomous_Log_Stitching) — Agent
- [Forensic Timeline Generation](/Opportunities/Forensic_Timeline_Generation) — Agent
- [Managed Threat Escalation](/Opportunities/Managed_Threat_Escalation) — Service-as-Software
- [Telemetry Routing Optimization](/Opportunities/Telemetry_Routing_Optimization) — Headless SaaS
- [Intel Feed Consolidation](/Opportunities/Intel_Feed_Consolidation) — Headless SaaS

## Agent Definition

**Goals**:
- [Mean Time To Investigate](/Metrics/Mean_Time_To_Investigate)
- [Investigation Cycle Time](/Metrics/Investigation_Cycle_Time)
- [False Positive Identification Rate](/Metrics/False_Positive_Identification_Rate)
**Tools**:
- [Splunk](/Products/Splunk)
- [CrowdStrike Falcon](/Products/CrowdStrike_Falcon)
- [VirusTotal](/Products/VirusTotal)
- [Jira](/Products/Jira)
- [ServiceNow](/Products/ServiceNow)
**Skills**:
- [Threat Intelligence Analysis](/Skills/Threat_Intelligence_Analysis)
- [Digital Forensics](/Skills/Digital_Forensics)
- [Network Traffic Analysis](/Skills/Network_Traffic_Analysis)
- [Complex Problem Solving](/Skills/Complex_Problem_Solving)
**Contacts**:
- Slack
- API
- Webhook
**Identity**: did:web:security.acme.example/artifact-correlation-agent
**Core Tasks**:
- [Parse Memory Dumps](/Tasks/Parse_Memory_Dumps)
- [Analyze PCAP Files](/Tasks/Analyze_PCAP_Files)
- [Query Threat Intelligence Feeds](/Tasks/Query_Threat_Intelligence_Feeds)
- [Resolve Cross-Timezone Timestamps](/Tasks/Resolve_Cross-Timezone_Timestamps)
- [Export Correlated JSON Graphs](/Tasks/Export_Correlated_JSON_Graphs)
**Escalation**: Submits the correlated evidence graph and timeline to a human Tier 2 SOC analyst for review and approval before any network isolation commands or remediation playbooks are authorized.
**Memory Kind**: persistent
**Memory Note**: Maintains a persistent graph of previously analyzed file hashes, IP addresses, and threat actor tactics to instantly map known entities in subsequent investigations.
**Autonomy Mode**: guarded
**Replaces Role**: [Information Security Analyst](/JobTypes/Information_Security_Analyst)
**Solves Problem**: [Manual Security Artifact Correlation](/Problems/Manual_Security_Artifact_Correlation)
**Responsibilities**:
- Correlate Disparate Security Telemetry
- Map Chronological Attack Timelines
- Build Incident Relationship Graphs
- Package Pre-Correlated Evidence

## Agent Function Cascade

**Ai Role**: The Agent autonomously ingests disparate telemetry, standardizes timelines, and iteratively queries threat feeds to build correlation graphs end-to-end, pausing strictly at the escalation gate where a Tier 2 SOC Analyst must approve the findings before any network isolation commands are authorized.
**Cascade**:
- Kind: Code · Note: Fetches logs, memory dumps, and PCAP files from platform endpoints · Step: Ingest Security Telemetry · Verb: ingest · Realizes: Collect Security Telemetry · Oversight: none
- Kind: Code · Note: Resolves cross-timezone events into a unified chronological sequence · Step: Normalize Incident Timestamps · Verb: normalize · Realizes: Standardize Data Formats · Oversight: none
- Kind: Agentic · Note: Iteratively queries threat feeds and historical memory to build incident graphs · Step: Map Threat Relationship Graph · Verb: correlate · Realizes: Analyze Security Events · Oversight: none
- Kind: Generative · Note: Generates the correlated JSON graph and readable timeline narrative · Step: Package Evidence Summary · Verb: draft · Realizes: Prepare Security Reports · Oversight: none
- Kind: Human · Note: Required SOC analyst sign-off before executing network isolation playbooks · Step: Tier Two Analyst Approval · Verb: approve · Realizes: Authorize Remediation Actions · Oversight: approves
- Kind: Code · Note: Saves analyzed entity hashes and IP addresses to memory · Step: Update Persistent Threat Graph · Verb: record · Realizes: Update Threat Intelligence · Oversight: none
**Optimizes**:
- [Mean Time To Investigate](/Metrics/Mean_Time_To_Investigate)
- [Investigation Cycle Time](/Metrics/Investigation_Cycle_Time)
- [False Positive Identification Rate](/Metrics/False_Positive_Identification_Rate)

## Agent Representative Offer

**Warranty**: Guarantees a 99.9% uptime service-level agreement for the ingestion API, providing prorated service credits for missed availability targets.
**Price Band**: Roughly $3 to $8 per incident correlation graph generated, depending on the volume of telemetry ingested.
**Pricing Kind**: UsageMeter
**Deliverables**:
- Correlated incident relationship graphs exported in JSON format
- Chronological attack timelines with normalized cross-timezone timestamps
- Pre-correlated evidence packages staged directly in Jira or ServiceNow
- Persistent threat intelligence memory mapping known file hashes and IP addresses
**Delivery Mode**: The agent is instantly provisioned via self-serve API and webhook integrations, immediately listening for telemetry and operating on a pay-per-incident metered basis.
**Business Function**: ProvideService
**Agent Checkout Support**:
- agentic-commerce-protocol
- stored-credential

## Agent Composes Headless Saas

- [Threat Intelligence API](/Software/Threat_Intelligence_API) — Threat Feeds
- [Endpoint Telemetry API](/Software/Endpoint_Telemetry_API) — EDR Data
- [Log Aggregation API](/Software/Log_Aggregation_API) — SIEM Data
- [Incident Graph Database](/Software/Incident_Graph_Database) — Entity Mapping
- [Packet Analysis Engine](/Software/Packet_Analysis_Engine) — Network Forensics
- [ITSM Ticketing API](/Software/ITSM_Ticketing_API) — Incident Tracking

## Agent Sequence Diagram

```mermaid
sequenceDiagram
participant T as Webhook Trigger
participant A as Artifact Correlation Agent
participant LAA as Log Aggregation API
participant ETA as Endpoint Telemetry API
participant PAE as Packet Analysis Engine
participant TIA as Threat Intelligence API
participant IGD as Incident Graph Database
participant H as Tier 2 SOC Analyst
participant ITSM as ITSM Ticketing API
T->>A: Webhook with initial alert indicators
A->>LAA: Query logs for related events
LAA-->>A: Return log events and timestamps
A->>ETA: Fetch endpoint telemetry
ETA-->>A: Return process and memory context
A->>PAE: Send PCAP references for analysis
PAE-->>A: Return network traffic analysis
A->>TIA: Query known file hashes and IPs
TIA-->>A: Return threat intelligence data
A->>IGD: Build and store incident relationship graph
IGD-->>A: Confirm graph creation
opt Submit to Tier 2 SOC analyst for approval before network isolation
A->>H: Submit evidence graph and timeline for review
H-->>A: Approve isolation and remediation
end
A->>ITSM: Package pre-correlated evidence into ticket
ITSM-->>A: Ticket updated
A-->>T: Investigation complete
```

## Neighborhood

### Composed into

- [Auditfoundry](/Startups/Auditfoundry) — composes · Startups

### What it does

- [Dead Code And Orphan Detection](/Tasks/Dead_Code_And_Orphan_Detection) — performs · Tasks
- [Link Build Artifacts To Source Commits](/Tasks/Link_Build_Artifacts_To_Source_Commits) — performs · Tasks
- [Associate Artifacts With Incident Tickets](/Tasks/Associate_Artifacts_With_Incident_Tickets) — performs · Tasks
- [Analyze PCAP Files](/Tasks/Analyze_PCAP_Files) — performs · Tasks
- [Export Correlated JSON Graphs](/Tasks/Export_Correlated_JSON_Graphs) — performs · Tasks
- [Parse Memory Dumps](/Tasks/Parse_Memory_Dumps) — performs · Tasks
- [Query Threat Intelligence Feeds](/Tasks/Query_Threat_Intelligence_Feeds) — performs · Tasks
- [Resolve Cross-Timezone Timestamps](/Tasks/Resolve_Cross-Timezone_Timestamps) — performs · Tasks

### Uses tool

- [Issue Tracker](/Products/Issue_Tracker) — uses tool · Products
- [CI And CD Pipelines](/Products/CI_And_CD_Pipelines) — uses tool · Products
- [Artifact Registry](/Products/Artifact_Registry) — uses tool · Products
- [Metadata Enrichment](/Action/Metadata_Enrichment) — uses tool · Action

### Realizes

- [Release Audit Trail Service](/Services/Release_Audit_Trail_Service) — realizes · Services
- [Change Impact Analysis](/Services/Change_Impact_Analysis) — realizes · Services

### What it uses

- [Atlassian JIRA](/Products/Atlassian_JIRA) — uses · Products
- [VirusTotal](/Products/VirusTotal) — uses · Products
- [CrowdStrike Falcon](/Products/CrowdStrike_Falcon) — uses · Products
- [Splunk](/Products/Splunk) — uses · Products
- [ServiceNow](/Software/ServiceNow) — uses · Software

### Optimizes

- [Investigation Cycle Time](/Metrics/Investigation_Cycle_Time) — optimizes · Metrics
- [Mean Time To Investigate](/Metrics/Mean_Time_To_Investigate) — optimizes · Metrics
- [False Positive Identification Rate](/Metrics/False_Positive_Identification_Rate) — optimizes · Metrics

### Replaces this role

- [Information Security Analyst](/JobTypes/Information_Security_Analyst) — replaces · JobTypes

### Required skills

- [Complex Problem Solving](/Skills/Complex_Problem_Solving) — requires skill · Skills
- [Digital Forensics](/Skills/Digital_Forensics) — requires skill · Skills
- [Network Traffic Analysis](/Skills/Network_Traffic_Analysis) — requires skill · Skills
- [Threat Intelligence Analysis](/Skills/Threat_Intelligence_Analysis) — requires skill · Skills

### What it addresses

- [Manual Security Artifact Correlation](/Problems/Manual_Security_Artifact_Correlation) — addresses · Problems

### Latent gaps

- [Telemetry Routing Optimization](/Opportunities/Telemetry_Routing_Optimization) — latent gap · Opportunities
- [Autonomous Log Stitching](/Opportunities/Autonomous_Log_Stitching) — latent gap · Opportunities
- [Forensic Timeline Generation](/Opportunities/Forensic_Timeline_Generation) — latent gap · Opportunities
- [Intel Feed Consolidation](/Opportunities/Intel_Feed_Consolidation) — latent gap · Opportunities
- [Managed Threat Escalation](/Opportunities/Managed_Threat_Escalation) — latent gap · Opportunities

### Problems this exposes

- [Data Lake Compute Costs](/Problems/Data_Lake_Compute_Costs) — exposes problem · Problems
- [Advanced Threat Evasion](/Problems/Advanced_Threat_Evasion) — exposes problem · Problems
- [Cross-Silo Log Correlation](/Problems/Cross-Silo_Log_Correlation) — exposes problem · Problems
- [Breach Timeline Discovery](/Problems/Breach_Timeline_Discovery) — exposes problem · Problems
- [Tier Three Analyst Drain](/Problems/Tier_Three_Analyst_Drain) — exposes problem · Problems
- [Threat Feed Redundancy](/Problems/Threat_Feed_Redundancy) — exposes problem · Problems

### Composed of

- [ITSM Ticketing API](/Software/ITSM_Ticketing_API) — composes · Software
- [Threat Intelligence API](/Software/Threat_Intelligence_API) — composes · Software
- [Packet Analysis Engine](/Software/Packet_Analysis_Engine) — composes · Software
- [Log Aggregation API](/Software/Log_Aggregation_API) — composes · Software
- [Incident Graph Database](/Software/Incident_Graph_Database) — composes · Software
- [Endpoint Telemetry API](/Software/Endpoint_Telemetry_API) — composes · Software

### Similar Agents

- [Artifact Correlation API](/Agents/Artifact_Correlation_API) — similar · Agents
- [Telemetry Triage Agent](/Agents/Telemetry_Triage_Agent) — similar · Agents
- [Anomaly Detection Agent](/Agents/Anomaly_Detection_Agent) — similar · Agents
- [Compliance Reporting Agent](/Agents/Compliance_Reporting_Agent) — similar · Agents
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- [Crisis Response Agent](/Agents/Crisis_Response_Agent) — similar · Agents
- [Evidence Reconciliation Agent](/Agents/Evidence_Reconciliation_Agent) — similar · Agents
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- [Isolation Orchestration Worker](/Agents/Isolation_Orchestration_Worker) — similar · Agents
- [Zero-Day Detection Agent](/Agents/Zero-Day_Detection_Agent) — similar · Agents
- [Escalation Triage Agent](/Agents/Escalation_Triage_Agent) — similar · Agents
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- [Reliability Engineering Software](/Metrics/Reliability_Analysis_Cycle_Time/Software/Reliability_Engineering_Software) — similar · Software
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