ABOUT THE FIRM

Operators and Engineers, Not a Generic Agency

Perez Tobie was born out of genuine operational necessity: engineering private agentic AI systems for our own businesses where strict regulatory compliance and physical trade secrets made commercial cloud APIs impossible.

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Dr. Carlos Perez Tobie

Founder & Principal

Physician & Clinical Healthcare Operator
Operator of cGMP Contract Manufacturing Plant
Architect of Live Production Multi-Agent Systems
North American & Latin American Industrial Practice
"When a regulatory inspector walks into your facility or a customer audits your formulations, software promises are worthless if you cannot physically prove zero data left your perimeter."
— Dr. Carlos Perez Tobie
BACKGROUND & ETHOS

We Build Only What We Have Proven in Our Own Operations

Dr. Carlos Perez Tobie is a physician and industrial manufacturing entrepreneur. As the active operator of both a cGMP-compliant contract manufacturing facility and a specialized medical clinic, he experienced firsthand the severe limitations of commercial cloud AI: public endpoints that demanded transmitting proprietary customer formulations or sensitive patient health records over the open internet.

Faced with this regulatory wall, his engineering team engineered an uncompromising alternative: dedicated on-premise compute. They built multi-scale spatial ingestion engines over 50,000+ proprietary SOPs and batch dossiers, deployed quantized 70B open-weight models on local GPU silicon, and orchestrated production multi-agent swarms for raw material procurement, CoA reconciliation, and deviation investigations.

The operational results were immediate: batch deviation turnarounds collapsed from weeks to hours, purchase order reconciliation was compressed into 90 seconds, and the facilities maintained spotless inspection records. Perez Tobie was founded to deploy this exact, battle-tested architecture to peer organizations facing identical regulatory and confidentiality boundaries.

CGMP MANUFACTURING FACILITY

Live industrial contract packaging & formulation operations under active regulatory oversight.

CLINICAL MEDICAL PRACTICE

Direct clinical patient care and strict, zero-cloud medical data sovereignty.

OPERATING PRINCIPLES

Engineering Principles That Guide Every Engagement

01

We Consult on What We Run Ourselves

We are not a generalist software shop pitching theoretical slide decks. We architect, deploy, and operate autonomous agentic systems inside our own regulated manufacturing lines and clinical facilities every single day.

02

Zero AI Hype: Only Defensible Engineering

We reject superficial AI buzzwords. Every assertion we make is framed in engineering realities: continuous batching latency, GPU thermal dissipation, 21 CFR §11 compliance, and hard operational ROI.

03

Radical Client Technological Sovereignty

Our clients own the physical silicon, the agent codebases, and the exact open-weight model tensor checkpoints. We build zero proprietary vendor traps and never resell third-party API tokens.

04

Bilingual North American & Latin American Presence

We bridge North American and Latin American manufacturing corridors, operating fluidly across FDA, COFEPRIS, and international GxP standards with native bilingual technical teams.

Speak Directly with Our Engineering Leadership

Discuss your facility's regulatory boundaries and data architecture under a mutual non-disclosure agreement.