01 AI sprawl
Employees and developers wire LLMs and Agents into workflows in hours. Inventory, data exposure, and model risk are unknown to security.
Saint Fox helps regulated companies Govern AI usage, cut SOC noise, harden cloud platforms, and reduce identity blast radius. Principal Engineers and Security Analysts do the work. Boards get evidence.




























AI tools spread through browsers, repos, SaaS, and Agents. Alerts stack up. Cloud settings drift. Identities multiply. If your evidence depends on screenshots and spreadsheets, you are already behind.
Employees and developers wire LLMs and Agents into workflows in hours. Inventory, data exposure, and model risk are unknown to security.
Analysts triage thousands of low signal alerts every week. Real incidents slip through. Tooling adds noise instead of clarity.
Configurations move every day across accounts and regions. Policies live in slides. Audit evidence is reassembled by hand each quarter.
Service accounts, OAuth tokens, Machine identities, and AI Agents now outnumber people ten to one. A single overprivileged credential becomes the breach.
Each solution maps to a business outcome. Together they close the gap between security operations and Board evidence.
We map models, Agents, prompts, datasets, keys, and owners. Then we turn that inventory into controls, evidence, and Board ready reporting.
Saint Fox uses AI to enrich, correlate, draft response, and package evidence. High impact actions still move through named Human-In-Loop review.
We turn platform rules into code, automate drift closure, and keep compliance evidence current while teams ship.
We discover who and what can access data, right size permissions, and make privileged access short lived and observable.
Six operating motions that keep security posture visible, controlled, and improving every week.
Banks, insurers, capital markets. PCI DSS, SOX, DORA, model risk.
Providers, payers, life sciences. HIPAA, HITRUST, clinical AI governance.
Multi tenant platforms. SOC 2, ISO 27001, ISO 42001, secure SDLC.
Federal, state, defense. NIST 800-53, CMMC, sovereign AI controls.
OT/IT convergence, supply chain risk, ICS/SCADA protection.
Critical infrastructure, grid resilience, regulatory compliance.

Every claim we make to a Board arrives with evidence attached. That standard decides how we hire, how we build, and how we run the iTDC.
Saint Fox is founder-run, by Principal Engineers and Security Analysts who carry the pager.
Meet the team ›Field notes, frameworks, and lessons from real engagements.
Book a 30 minute readiness call with a Principal Engineer. No slides, no sales pitch. We look at your environment and tell you what we find.