We invented the brake for artificial intelligence.
Everything powered by artificial intelligence runs better, safer, and cheaper under the Inference Governance Module.
DeBacco Nexus built the Inference Governance Module (IGM) and the 1 Joule Rule: a structural brake that cuts AI waste by up to 75%, locks out hidden threats, and proves its claims in twelve tiers of offline tests. No cloud. No Big Tech stack. Just governed AI that runs faster, safer, and better for the planet.
The 20-Second Pitch
IGM: The Brain Behind Safe AI.
The Inference Governance Module (IGM) sits in front of AI to set hard limits on what it can say and how it operates. By cutting waste and enforcing safety, IGM makes AI better for people, efficient for business, and gentle on the planet.
Technical Oversight
IGM functions as a technical governor. It controls the AI's mode and reach, ensuring it only acts within defined safety parameters to prevent resource drain.
Sustainability & Protection
By restricting unguided AI behaviors, IGM drastically reduces power consumption. It protects critical infrastructure and ensures AI serves human needs responsibly.
Smart Guardrails
IGM ensures every model decision respects sustainability laws. It keeps systems predictable, making AI safer and more efficient for our planet's future.
Patent pending, with early results independently validated in real-world tests.
CHIEF EXECUTIVE OFFICER
James L. DeBacco
Founder & Chief Executive Officer
James is a Marine veteran and researcher who founded DeBacco Nexus after losing a long manuscript to an unguided AI system. This loss sparked a mission to hold AI accountable.
He developed the Inference Governance Module and DeBacco Rule to enforce clear safety limits, ensuring AI uses less energy and remains predictable.
Founder’s Legacy: Giving AI a Brake
James DeBacco’s journey is rooted in high-stakes human systems. As a Marine veteran, social worker, and USC doctoral candidate, he spent years protecting people in complex environments where the margin for error is zero.
The catalyst for DeBacco Nexus was a moment of profound failure: James lost a 70,000-word manuscript to an unguided AI system. This loss sparked a critical question: how can we hold AI accountable when it operates without oversight? It became clear that AI needed a way to stay within safe boundaries.
In response, James created the Inference Governance Module (IGM) to act as a technical governor. Alongside the DeBacco Rule, this system ensures AI uses less energy and stays within clear, predictable safety limits by requiring a physical brake for any AI managing critical resources.
The impact of this "brake" is immediate. By stopping unguided AI behavior, DeBacco Nexus achieves massive reductions in wasted tokens and power consumption, protecting our environment and the critical systems define our global infrastructure.
Ensuring AI stays within clear safety limits is a global necessity. By providing technical governance for high-stakes systems, we create a legacy of accountable innovation that protects both our social fabric and our planet.