Fabio Marcello Salvadori

Founder

Barcelona, Spain31 yrs experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in architecting reliable AI workflows.
  • Founder of the innovative PIC Standard for AI safety.
  • Proven track record in stabilizing AI systems for enterprises.
Stackforce AI infers this person is a specialized AI architect focused on building reliable, agentic AI workflows for enterprises.

Contact

Skills

Core Skills

Open-source DevelopmentArtificial Intelligence (ai)Workflow AutomationAi AgentsProduct StrategyProject ManagementProduct ManagementStartups

Other Skills

Python (Programming Language)Model Context Protocol (MCP)CommunicationKnowledge TransferStrategic ThinkingCollaborationPythonLarge Language ModelsLaravelOnline Content CreationInstructional VideosDigital StrategyOnboardingMedia RelationsOperations

About

I help teams stabilize, prioritize, and ship practical AI workflows. I’m also building open source protocol PIC-Standard (Provenance & Integrity Contract), an open standard for verifiable, reliability-first agentic AI workflows (provenance, integrity, and trust by design). Most companies do not need "AI transformation." They need one workflow that actually works. What I see most often: • too many AI ideas, no prioritization • automations that work in demos but fail in real ops • inconsistent outputs and unclear human/AI handoffs • tool sprawl without reliability or adoption That’s where I work. I’m an Agentic AI Architect with a Python/JS/API-first, tool-agnostic approach. I focus on workflow design, reliability, and implementation decisions that make AI useful in day-to-day operations. What I do I work one workflow at a time through a simple service ladder: 1) Agentic Workflow Audit (€900) For teams that need clarity on what to build/fix first - 90-minute session + 48h roadmap. 2) AI Workflow Rescue (€1,200 / €1,800) For teams with a flaky or unreliable AI workflow that needs stabilization before it can be trusted. 3) 7-Day Agentic Workflow Sprint (from €4,500) For teams ready to implement or rebuild one workflow fast (scoped, reliability-first). 4) Fractional Agentic AI Architect (from €2,500/mo) Ongoing prioritization, architecture, and reliability guidance for teams building AI workflow capability. Who I work best with • Founder-led teams • Ops / GTM / Marketing teams • Agencies and services businesses • Teams already experimenting with AI but stuck on prioritization, reliability, or adoption How I work • Python/API-first • Tool-agnostic • Reliability-first • Human/AI handoff aware • Practical over hype If your team is dealing with: • unclear AI priorities • flaky automations • poor AI workflow adoption • or a workflow that needs to be built properly DM me one word and I’ll point you to the best starting option: AUDIT | RESCUE | SPRINT | ADVISORY (or just send START)

Experience

31 yrs
Total Experience
8 yrs
Average Tenure
2 yrs 3 mos
Current Experience

Pic-standard

Creator & Maintainer

Dec 2025Present · 5 mos

  • I architected and maintain the PIC Standard, an industry-first open protocol designed to solve the "Causal Gap" in autonomous AI agents.
  • While most developers focus on "Chat Guardrails" (preventing bad words), I focus on "Causal Governance" (preventing bad actions).
  • The Problem: Autonomous agents can be tricked (via prompt injection) into executing irreversible high-risk actions (e.g., transferring funds, deleting databases).
  • The Solution: PIC enforces a machine-verifiable "contract" between the user's intent and the agent's action. It blocks unauthorized side-effects at the code level, not just the prompt level.
  • The Tech: Python, JSON Schema, Causal Taint Analysis.
  • Impact: Enables Enterprises and FinTechs to deploy "Sovereign Agents" with the confidence that they won't hallucinate a disaster.
  • 🔗 Repository: github.com/madeinplutofabio/pic-standard
Open-Source DevelopmentAI AgentsArtificial Intelligence (AI)Python (Programming Language)Model Context Protocol (MCP)

Wallafan

2 roles

AI Agent Architect

Jun 2024Present · 1 yr 11 mos

  • Building workflow automation systems with Large Language Models (LLMs), Python, and Laravel, integrating into CRMs, social media, and knowledge bases.
  • Implementing prompt engineering and memory/context management to make agents reliable and maintainable.
CommunicationKnowledge TransferStrategic ThinkingCollaborationWorkflow AutomationAI Agents

Founder & Product Architect

Nov 2023Present · 2 yrs 6 mos

  • Building the "Sovereign Creator Economy."
  • Architecting a platform that allows creators to own their fan relationships without algorithm interference.
  • Designed the underlying "AI Agent" infrastructure that powers creator monetization and engagement.
CommunicationProduct StrategyOnline Content CreationInstructional VideosProduct ManagementDigital Strategy+14

Madeinpluto

2 roles

Principal AI Architect | Custom Agent Deployment

Feb 2024Present · 2 yrs 3 mos

  • Specialized in "De-SaaS-ing" businesses: Replacing expensive monthly subscriptions with owned, custom-built AI agents.
  • Deployed secure, internal LLM workflows for startups and SMEs, ensuring data privacy and strict governance.
  • Provided end-to-end agent lifecycle services: workflow audit, agent design, integration, deployment, and ongoing optimization.
  • Key Outcome: Saved clients an average of 20+ hours/week in executive cognition time while reducing software OpEx by 40%.
Results OrientationClient RelationsTrust BuildingProject ManagementProblem SolvingAI Agents

CEO

Jan 2014Present · 12 yrs 4 mos

  • Day-to-day management decisions, implementation of the Company's long and short term plans, programmers coordination, projects supervisor.
CommunicationProduct StrategyOnline Content CreationOperationsGenerative AIAI Agents+2

Freelancer

Software and Web Developer, Media Editor, Talent Agent

Dec 2005Dec 2013 · 8 yrs

CommunicationProduct StrategyProduct ManagementOnboardingOperationsUser Interface Design+1

Pegasoweb

Founder and CEO

Aug 1996Jul 2002 · 5 yrs 11 mos · Graz, Austria

  • SEO-oriented Software Development
OperationsStartups

Pegaso service srl

Call Center Supervisor

Mar 1996Sep 1999 · 3 yrs 6 mos · Florence, Italy

  • Personnel recruitment and management, system developer, software developer.
CommunicationOnboardingOperationsCommunity Management

Virgin

Talent Acquisition

Apr 1995Nov 2005 · 10 yrs 7 mos · Germany, Austria, Iceland, UK, France

Communication

Education

Università degli Studi di Firenze

Bachelor's degree — Law

Jan 1987Jan 1991

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