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USE CASES
Documents
Coding
Data analysis
Security
Marketing
Agent setup
Challenges
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Browse use cases
Overview
19
USE CASES
Documents
Extract text from PDFs and scans
1
Read charts in PDFs
1
Coding
Review code and find bugs
2
Data analysis
Analyse business data
2
Reconcile accounts
1
Security
Investigate security incidents
1
Classify vulnerabilities
1
Marketing
Check marketing disclosures
1
Agent setup
Route to a cheaper model
1
Gate risky tool calls
1
Remember across sessions
1
Add skills without breaking old jobs
1
Challenges
5
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2 tagged “security” ·
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Security
Investigating incidents and classifying weaknesses.
Classify vulnerabilities
Jev-class: name the weakness class
cve-weakness-class
Part of **decision-layer-bench**, which measures whether a small typed decision model can stand in for an LLM classification call inside a pipeline.
best 75% · 8 runs
Investigate security incidents
SecOps investigation in Elasticsearch
secops-es-investigation
One alert, one question, a live read-only SIEM — 54 auto-graded SOC investigations over 239k ECS documents in Elasticsearch.
best 86% · 3 runs