Leverage the productivity of generative AI — without risking intellectual property, customer data, or compliance.

Many businesses face the same dilemma: employees already use tools like ChatGPT for daily workflows (shadow AI), while executive and IT leadership have legitimate concerns regarding confidentiality, intellectual property, and unauthorized data egress.

Blanket AI bans almost always fail in reality. The pragmatic path combines technical guardrails, secure architectures, and verifiable security baselines.

Key Risk Areas & Capabilities

AI Security Architecture

  • Halt shadow AI & unauthorized data egress: Audit external AI tool usage and ensure proprietary source code, internal spreadsheets, and customer data never leak into public model training runs.
  • Secure knowledge assistants (RAG architectures): Connect internal knowledge repositories to AI models while enforcing strict access controls (least privilege) — ensuring staff only query data they are permitted to view.
  • Security audits based on OWASP Top 10 for LLMs: Protect AI endpoints, assistants, and autonomous agents from prompt injection, insecure tool invocations, data leaks, and abuse.
  • Hardened enterprise APIs & DLP: Deploy private API endpoints configured with zero data retention, backed by data loss prevention proxies for automated PII anonymization.
  • Pragmatic AI governance & policies: Clear, understandable rules for employees that prepare your organization for the EU AI Act without stifling innovation.

How We Work Together

  • Hourly & on demand: No rigid enterprise lock-in. Engage me for architecture reviews, security evaluations, or hands-on implementation.
  • Dual foundation in security & data science: Hands-on experience as a Product Security Architect paired with an M.Sc. in Data Science and Business Analytics.
  • On-site or remote: In the Rhine-Neckar metropolitan region (Mannheim, Heidelberg, Karlsruhe) on-site, or remotely nationwide.

Schedule an Intro Call

Let us evaluate how your business can safely integrate AI without compromising sensitive corporate assets.