AI POLICY

AI Philosophy

Control, expertise, and safety.

mavigex-ai-philosophy.tsVALUE_FIRST

// Ogni scelta sull’AI parte da una domanda.

const domanda = "Quale valore può portare?";

const filosofiaMavigex = {
  puntoDiPartenza: "Un’esigenza concreta",
  possibilità: "Ciò che la tecnologia rende possibile",
  metodo: ["Comprendere", "Sperimentare", "Verificare"],
  responsabilità: "Le persone guidano le scelte",
  obiettivo: "Trasformare le possibilità in soluzioni utili"
};

Our Philosophy on Artificial Intelligence.

Every decisionregarding AI starts with a question: What value can it bring?

This is the foundation of our philosophy: to transform the possibilities of technology into useful solutions, with method and responsibility.

HUMAN IN THE LOOP

AI by our side. People in the driver's seat.

In our “Human-in-the-Loop” approach, professionals guide the AI’s work: they define the objectives, evaluate the proposals, and validate the results. People’s expertise and judgment bridge the gap between the technology’s capabilities and the project’s concrete needs:

Human review and testing of the output.
business tools and data usage policies.
technical expertise to evaluate limitations and alternatives.

AI IN THE WORKPLACE

Turning the potential of AI into value.

Our mission is to make AI useful in everyday work. We start with your company’s needs to design solutions that are integrated into your processes, support your employees, and deliver measurable benefits:

use cases related to business objectives and priorities;
integration with data, applications, and workflows.
Terms of Use, Liability, and Monitoring.

OUR GUIDING PRINCIPLES

Innovate with a clear direction.

In an industry that is rapidly shifting toward vibe coding, we choose to maintain a solid understanding of the software we build. AI supports development, but review, testing, and architectural decisions remain part of our professionals’ work.

Understand

We analyze objectives, processes, systems, and data availability. We identify opportunities and constraints.

Evaluate

We select the use case and test the hypotheses within a defined scope, using agreed-upon success criteria.

Integrate and Govern

We design the integration and define access rights, responsibilities, oversight, and usage procedures.

Review and Improve

We measure results and review the team's performance, risks, and needs to improve the solution.

GOVERNING INNOVATION

Trust is built through method.

For us,Artificial Intelligence is not a substitute for critical thinking or for developers.

It is a high-level agent-based assistant that works alongside our professionals to streamline repetitive tasks, explore solutions, and perform analyses.

However, intelligence and responsibility cannot be delegated.

No coding vibe

Every single line of code generated or suggested by the AI is analyzed, understood, and validated by one of our developers before it is incorporated into the project.

Depth of field

We guarantee long-term stability and quality because we have a detailed understanding of the architecture of what we build.

Valuable Consulting

Without a thorough understanding of the code and the underlying logic, it is impossible to provide high-quality consulting. Our clients do not purchase “generated code” from us, but rather our ability to recommend the best architecture for their business objectives.

AI RULES

The Mavigex Method.

Responsibility and Total Control

Secret Management and Placeholders

Check "Active" and "No Unattended Session"

Supply Chain Security

Always Perform Manual Deploys and Pushes

OUR CERTIFICATIONS

Responsible AI Governance.

We useAI in accordance with current regulations, taking into account: the context of use, the data processed, and the roles of Mavigex and the customer.

mavigex-ai-act.tsHUMAN_OVERSIGHT

// AI Act · uso consapevole e supervisione

const aiAct = {
  contesto: "Sistema, caso d’uso e ruolo ricoperto",
  valutazioni: ["Rischi", "Trasparenza"],
  persone: "Competenze e controlli appropriati"
};

AI Act · Responsible Use and Oversight

We assess the applicable requirements based on the system and the role involved: risks, transparency, personnel competencies, and controls appropriate to the use case.

GDPR · Data Protection

We consider purpose, data minimization, access, and retention from the design phase onward, along with supplier terms and any data transfers.

NIS2 · Security and Continuity

Within the applicable scope, we address cybersecurity risk management, supply chain security, service continuity, and incident management.

Confidentiality and Intellectual Property

We evaluate licenses, terms of use for models, third-party rights, and agreements regarding project outcomes, along with other requirements relevant to the industry and the solution.

Adopting Artificial Intelligence does not mean lowering quality standards or handing over control of projects to an algorithm. For Mavigex, it means the exact opposite: harnessing the power of AI to raise the bar, while maintaining even stricter discipline and technical expertise. This is how we ensure our clients receive robust, scalable, secure solutions that are ready to evolve over time.

LET'S GET TO KNOW EACH OTHER