Restoring Control in AI Systems
High-stakes environments demand zero tolerance for drift. Potestas AI exists to close the gap between AI promise and operational reality.
Our Core Principles
Transparency First
Every test result is independently verifiable. We do not hide failures — we quantify them so they can be fixed.
Forensic Rigor
Our methodology is systematic, repeatable, and documented to the turn for independent review.
Operational Accountability
We guarantee results. If our audit cannot surface vulnerabilities in your system, you pay nothing.
No Retraining Required
GLBM-X™ wrappers harden your existing model at runtime. No vendor dependency. No disruption to production.
Air-Gap Compatible
Built for environments where external connectivity is not an option. SCIF-ready, offline-capable architecture throughout.
Sustained Hardening
Reliability is not a one-time audit. AI COP’s 10-agent grid monitors and re-validates continuously across your deployment lifecycle.
AI Systems Drift.
Missions Don’t Forgive Drift.
Large language models degrade silently in production. Prompt injection, hallucination cascades, and semantic drift compound over time — eroding the reliability of systems that operators depend on with their missions and their lives.
Without continuous validation, even the most capable model becomes a liability. The gap between benchmark performance and real-world reliability is where failure lives — and adversaries know it.
Joseph Cirello
With over 25 years in high-accountability operations, Joseph Cirello brings a practitioner’s perspective to AI reliability. His career spans high-assurance environments where system failure is not an abstract risk — it is a mission-ending event.
That experience now drives Potestas AI’s methodology: treat every AI deployment as a mission-critical system, subject it to the same forensic scrutiny applied to intelligence assets, and accept nothing less than verifiable reliability.
NIST AI RMF
Full alignment with the AI Risk Management Framework.
OWASP LLM Top 10
Systematic testing against all ten large language model vulnerabilities.
ISO 42001
AI management system standard for responsible development and deployment.
SOC 2 Type II
Continuous security controls validated through independent audit.
High-Stakes Sectors
Public Sector & Regulated Operations
High-assurance AI for regulated environments with zero tolerance for error.
Financial Services
Hardened models for trading, risk assessment, and regulatory compliance.
Logistics & Supply Chain
Reliable AI orchestration across global supply networks and fleet operations.
Critical Infrastructure
Resilient systems for energy grids, water treatment, and transportation networks.
Align with the Mission
Start with a forensic audit. Know exactly where your system fails before your adversaries do.