Mario Mayerle Filho

mario mayerle filho · founder & cto, inosx

I buildenterprise AIsystems withthe AI teamplatform Icreated.

Mario Mayerle Filho is a founder, CTO and enterprise AI engineer. He builds production AI systems and INOSX AgentOS, a browser-based digital team that people can direct, collaborate with and review.

Direct founder-to-founder and enterprise conversations.

From AI experiments to reliable business operations

Trusted by World's Largest Enterprises

100%
AI Adoption Success Rate
20-80%
Productivity Gains for Teams
30+
Years in Enterprise IT

trusted by world's largest enterprises

Itaú
Santander
Volkswagen
Nissan
Telefônica
Thomson Reuters
Open Invention Network

featured product

AgentOS brings Mario's digital team to the browser.

Give direction, collaborate with AI employees and review their results. AgentOS is the next chapter of Mario’s work on AI teams, available as a free closed beta with usage limits.

A team you direct

  • Named digital teammates with familiar responsibilities.
  • Conversations that help you delegate and continue your work.
  • Human oversight: you provide direction and review the results.

Mario's digital team

INOSX AgentOS

AgentOS

Meet the AgentOS digital team. Free closed beta with usage limits.

AITEAM-X — the earlier chapter

AITEAM-X explored agent workspaces, memory and human review. Its original demonstrations document that earlier work and do not describe the features available in the AgentOS Web beta.

Watch the original AITEAM-X demonstration

Working with your digital team

Give direction. Collaborate. Review.

Direction

Describe what you want to achieve.

Collaboration

Work with AI employees through conversations.

Review

Review the results and decide what comes next.

AdebayoPriyaLukasHelena

In your browser

Meet your digital team on the web.

Closed beta

Free access with usage limits while the product evolves.

ai-native entrepreneurship

I can also prepare people to become solo founders with an AI company operating around them.

This is not generic coaching. It is a practical operating model for people who want to build lean, serious companies with AI agents handling research, product, marketing, sales, operations, documentation, and continuous improvement while the founder stays in control.

What I teach

Think like an operator, not a prompt user

Define the business model, decision rights, workflows, and operating cadence before delegating work to agents.

Build an AI team before hiring too early

Design specialized agents for strategy, delivery, content, customer work, operations, and quality control.

Create a company that improves itself

Use memory, reviews, metrics, and feedback loops so the business learns, documents, and evolves under human judgment.

Company operating loop

Founder direction

The individual entrepreneur defines the market, standards, priorities, and decisions AI should not make alone.

AI team

Specialized agents execute bounded work across product, research, marketing, sales, operations, and delivery.

Company OS

Shared memory, approvals, workflows, and dashboards turn isolated tasks into a repeatable operating system.

Continuous evolution

The company captures learning from customers, execution, and metrics so processes and products keep improving.

INOSX Club Learn with me

Learn to put AI to work.

Join INOSX Club to keep learning about AI through practical articles, prompt engineering lessons, and examples that connect the technology to your work.

  • Write prompts with a purpose

    Explore techniques such as ReAct and how reasoning connects to actions and tools.

  • Understand how agents operate

    Learn about WebMCP, permissions, and the evidence you need to evaluate delegated work.

  • Make better decisions about AI

    Examine processes, team skills, and the changes needed to put AI into practice.

Start with a free subscription to receive new publications. Premium plans include exclusive content, courses, and workshops.

enterprise ai services

AI engineering paths for teams moving from experiments to production.

Work with Mario on practical enterprise AI engineering powered by the operating model behind INOSX AgentOS: automation discovery, agent design, multi-agent orchestration, governance, legacy modernization, and AI-native founder operating systems tied to measurable outcomes.

about

30+
Years in Enterprise IT

Credentials & Affiliations

  • MIT
  • Harvard
  • Stanford
  • DBA
  • MBA
  • Open Invention Network Patent Holder

Enterprise Clients

Itaú · Santander · Volkswagen · Nissan · Telefônica · Claro · Nuance · Thomson Reuters · Sodexo

I don't build AI demos. I deploy AI in production.

I'm a software engineer first. With 30+ years leading enterprise IT transformations at companies like Itaú, Santander, Volkswagen, and Thomson Reuters, I've built a career converting complexity into measurable outcomes. I hold a DBA and MBA, have studied at MIT, Harvard, and Stanford, and am a patent holder through the Open Invention Network. I know the correct strategy for AI adoption: every engagement I've led has succeeded, and the teams and companies I work with become 20% to 80% more productive. Today, I channel that experience into AI products that actually ship, especially INOSX AgentOS: the platform I built to operate my own team of specialized AI agents.

Education & credentials

The knowledge behind the work.

HarvardX

Data Science: Building Machine Learning Models

Year
2026
Type
Professional development course
View credential

More credentials

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Data Science: Building Machine Learning Models

Data Science: Building Machine Learning Models
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Official INOSX logo

company

Enterprise AI, Built in America.

INOSX, Inc.Inc. Delaware, USA

INOSX, Inc. is the company behind the technology: a Delaware-incorporated AI firm democratizing access to practical, secure, and production-grade AI for businesses worldwide.

Visit INOSX.com
  • 01

    AI Agents

    Autonomous systems that eliminate manual tasks across ERPs, CRMs, and enterprise databases at scale.

  • 02

    CyberAI Security

    Continuous monitoring, anomaly detection, fraud prevention, and automated incident response.

  • 03

    Knowledge Agents

    Document indexing and semantic search across corporate repositories. Find anything, instantly.

  • 04

    AI Orchestration

    Multi-agent workflow coordination spanning multiple business systems and data sources.

publications

Published Author. Five Books on AI.

Practical AI knowledge for professionals ready to lead the next wave.

INOSX Club

Operating Intelligence

Keep learning with INOSX Club. Articles and lessons on AI agents, prompt engineering, and the work behind the technology.

Start with a free subscription to receive new publications. Premium plans include exclusive content, courses, and workshops.

My profile on X · @MaMFLux

/ Contact

Let’s discuss what you are building.

For enterprise AI initiatives, INOSX AgentOS partnerships, architecture reviews, and serious operator-to-operator conversations, reach me directly on LinkedIn.

Discuss on LinkedInLinkedIn is the only contact channel used on this site.