Security & Compliance for AI Companies

Security that scales with your AI company

A repeatable framework for building enterprise-grade security programs. Fix company security. Bake security into AI products. Achieve certifications. Prepare for your future vCISO.

Designed for

AI Startups
ML Platforms
LLM Applications
Data Companies

The Challenge

Security chaos kills AI companies

Most AI startups face the same security failures. These problems compound until they block deals, delay funding, or cause breaches.

No security charter or documented risk ownership

Ad-hoc controls that won't survive audit

AI models shipping without threat models

Vendor chaos — no visibility into third-party risk

Engineering blocked by security questions

VCs asking about SOC 2 timeline

The Solution

One framework. Complete coverage.

AI SecureOps Framework™ is a structured, repeatable system that addresses company security and AI-specific risks in parallel.

SOC 2 Type I in 12 weeks

Clean audit path with documented controls and evidence

AI Security Baked In

Threat models, prompt security, and model governance

vCISO Ready

Documented foundation that any security leader can inherit

Engineering Velocity

Security guardrails that accelerate, not block

Framework Structure

Two lanes. One integrated system.

Security for your company and security for your AI product run in parallel, governed by a unified security spine.

Lane 1

Company Security

  • Identity & Access Management
  • Cloud Security Posture
  • Logging & Monitoring
  • Incident Response
  • Vendor Risk Management
  • Evidence Collection

Lane 2

Product & AI Security

  • Secure SDLC Integration
  • Threat Modeling Templates
  • AI Data & Model Risk
  • Prompt Injection Mitigation
  • Secure Defaults
  • Customer Data Boundaries

Credibility

Built by someone who understands the stakes

This framework is designed by a practitioner with direct experience building security programs that survive audits, satisfy enterprise customers, and enable engineering velocity.

  • SOC 2 Type II audit experience
  • NIST AI RMF implementation
  • Enterprise security architecture
  • Startup security programs (Seed to Series C)
  • AI/ML product security
Learn More
"Security should be a competitive advantage, not a blocker. The best security programs enable engineering teams to move faster with confidence."

Framework Philosophy

AI SecureOps Framework™

Ready to build a security program that scales?

Start with a discovery call to assess your current state and define a path to certification.