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SIE for Security software teams

Threat reports describe behaviour in prose. Analysts need the right ATT&CK technique.

SIE gives teams building security software one API to extract behaviors, search current ATT&CK definitions, rank close techniques and return the exact source sentence with each suggestion.

Self-host SIE in your infrastructure, or ask about managed deployment through SIE Cloud.

Agent evidence preview
Input
Proofpoint threat report

Narrative behaviour, current ATT&CK definitions and historical examples

Grounded output
T1550.004 · Web Session Cookie

The source says the actor used a stolen cookie. The agent separates use from theft.

Source attached Exact report sentence attached

The operational problem

The model call is only one part of the job.

Threat intelligence is written for people. ATT&CK is structured and changes over time. Mapping the two requires context, source evidence and a willingness to abstain.

01

The behaviour hides inside narrative prose

Reports mix observed actions with malware detail, background and analyst interpretation.

02

Close techniques differ by intent

Stealing a cookie and using it are separate behaviours with different mappings.

03

The framework keeps changing

Historical labels and current definitions can point in different directions.

04

Analysts need the source sentence

A bare technique ID creates more review work and makes mistakes harder to catch.

How SIE helps

Map behaviour to ATT&CK with the evidence attached

SIE runs extraction, search, reranking and verification through one inference engine. Your security product sets thresholds and review policy.

Your context
Threat report REPORT
Current definitions ATT&CK
Mapped examples HISTORY
Review thresholds POLICY
SIE model jobs · one API
Extract behaviours ENTITY
Find candidate techniques SEARCH
Compare close definitions RERANK
Test the source span VERIFY
Suggest or abstain ROUTE
Your application
A reviewable ATT&CK suggestion

Technique ID, name, confidence, source sentence and the competing mapping considered.

Where it fits

Use SIE inside the product your team is already building.

01

CTI mapping

Turn narrative reports into analyst-ready ATT&CK suggestions.

02

Detection planning

Group source-backed behaviours for detection engineers.

03

Report triage

Extract the portions of long reports that deserve analyst attention.

04

Knowledge maintenance

Recheck old mappings against current framework definitions.

Representative task benchmark · Rerank

Price, quality and speed for ATT&CK candidate ranking

One measured model job from this workflow. These figures come from SIE task evaluations, not from the industry example on this page.

SIE Qwen3 Reranker 4B Rerank 3x faster than Cohere Rerank 4 Pro, 94% cheaper

499 Federal Register questions with 20 candidates each, under two relevance rules. A question is right when the requested document ranks first under both rules.

Price per 100,000 queries
SIE $15
Cohere Rerank 4 Pro $250
Quality Right document first
SIE 91.2%
Cohere Rerank 4 Pro 84.2%
p50 latency per query
SIE 55ms
Cohere Rerank 4 Pro 179ms

Recorded example

Current ATT&CK separates using the cookie from stealing it

The recorded example maps a public Proofpoint report. The crucial sentence says the attacker used the stolen session cookie to log in as the victim.

Source
The report describes session-cookie use

The exact behaviour sentence is extracted from the wider threat narrative.

Candidates
T1539 and T1550.004 are compared

One covers stealing web-session cookies. The other covers using them.

Suggestion
T1550.004 goes to analyst review

The source sentence and competing technique remain attached to the result.

23 behaviours extracted
4 direct suggestions
9 review mappings
10 abstentions

Deployment

Run SIE where your data can go.

The workflow uses the same SIE API whether you choose managed infrastructure or run it under your control.

Self-hosted

Run SIE in your infrastructure

Keep models and data inside your environment. Your team controls hardware, networking, access and deployment policy.

View the deployment guide

Contact us

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