CYBERSECURITY

Cybersecurity Incident Response & Post-Mortem Analytics

Turn reactive incident response into strategic, evidence-backed threat prevention.

Cybersecurity teams deal with tens of thousands of daily security alerts and unstructured incident response logs, making it difficult to analyze systemic security vulnerabilities after a breach or near-miss. Security Operation Centers can upload firewall logs, incident ticket notes, employee phishing test results, and patch deployment records into the platform. The system uses topic mapping and regression models to uncover how attackers exploited subtle policy gaps or unpatched systems.

CISOs can generate research-grade reports for C-suite executives that prove which security controls yield the highest risk reduction. This transforms reactive incident response into strategic threat prevention, allowing enterprises to harden their infrastructure against emerging cyber threats.

Base Column

incident_note ▾

Value Column

threat_flag ▾

Base Column incident_note ×Value Column ×

36%ofincident_note=credential_harvest

flag for review

breach risk

100%

flagged count

468

incident count

1,300

see examples

23%ofincident_note=unpatched_exploit

flag for review

breach risk

83%

flagged count

299

incident count

1,300

see examples

AI Topic Mapping

Use Steeped AI's AI topic mapping to categorize unstructured incident ticket notes and identify custom threat vectors like credential harvest attempts or unauthorized API calls. Quantify how often each appears and where it clusters, so post-mortems reason about attack patterns, not one-off tickets.

Enterprise RAG & Custom Search

Let SOC analysts search historical incident logs and threat documentation instantly with Steeped AI's enterprise search engines, using natural context instead of exact strings. Ask how a breach started and get the exact log entries back with citations, so post-mortems move at the speed of a question.

Statistical Significance Testing

Steeped AI's automated significance testing guarantees that an observed reduction in attack success after deploying a new control is mathematically real. A university-grade, 3-part framework keeps every claim defensible, so security budget goes to the controls the statistics prove actually lower risk.

Reporting & Citations

Generate research-grade reports for the C-suite that prove which controls yield the highest risk reduction, with every finding cited to the exact log or incident behind it. No black-box scores, just board-ready evidence a CISO can defend when requesting budget or reporting to the board.

AI Report

Control Risk-Reduction Report

This report evaluates 1,300 incidents and near-misses, ranking which controls most reduce breach risk.

MFA on privileged accounts cuts credential harvest by 61%,¹ the single largest reduction,² and correlates with a 2.4x lower incident rate.³

Timely patching recurs as a driver. It prevents 27% of exploit attempts,⁴ 22% of escalations,⁵ and correlates with 1.9x faster containment.⁶

The insights are already in your data.

Ask your data anything. Get real findings ranked by impact, with AI reports your team can present and share on the spot.