How a fast-growing fintech reduced ransomware risk and accelerated incident response with PYSTRACE attack graph intelligence.

A high-growth fintech processed sensitive payment data across cloud and hybrid environments. Their lean SOC team faced alert fatigue — and when ransomware precursors appeared, investigations lacked the cross-domain context needed to act before encryption began.
Attackers targeted OAuth tokens and misconfigured cloud storage. Without correlated identity, endpoint, and cloud signals, analysts treated each alert in isolation.
Staging activity surfaced across EDR, SIEM, and identity tools, but no single view showed how initial access connected to crown-jewel financial systems.


INTELINICS deployed PYSTRACE to reconstruct attacker progression across the fintech's environment — giving analysts explainable attack graphs instead of disconnected tickets.
The SOC shifted from reactive alert triage to confident, evidence-backed incident response — protecting customer data and regulatory standing.