Matriz Portátil (MatrizPort, matrizport.com): AI-First Consultancy and AI-Driven Development. Intelligent applications, agents, automation, training, and AI security.
AI is not here to replace you.
It's here to give you superpowers. You're only limited by your imagination.
What we do
Six pillars, one focus. We design, build, train, and secure, so AI stops being a buzzword and starts being your team's superpower.
AI Strategy & Transformation
We help companies leave the dark ages of process and step into the AI world. Perception shift, roadmap, hype filter. What actually matters for your business, and what's just noise.
Intelligent Applications & Assistants
From simple chat assistants to complex systems you talk to and ask to work with you. We design and build intelligent applications where AI is the interface, not a feature bolted on top.
Agents, Tools & Automation
We build agents, tools, prompts, and full processes. Small scripts to large-scale data pipelines. Anything worth automating, automated end to end.
AI-Driven Development
Our methodology in action: equipping engineering teams to use AI efficiently, with patterns and guardrails baked in. Faster delivery, fewer regressions, no vibe-coding.
Read the methodologyTraining, Mentoring & IT Onboarding
We train entire IT departments on the easy (but rigorous) path to AI results. We mentor young developers onto AI pathways and help senior teams modernize how they think and ship.
See the training formatsSecurity & Guardrails
Rigorous security posture and well-defined guardrails as a default, not an afterthought. Safe-by-design AI: the line between us and the slop crowd.
AI-Driven Development
A methodology for shipping more, faster, with AI, and the guardrails to do it safely.
AI-Driven Development is how we build software in the AI era. It's not about asking a chat for snippets. It's a structured way of working where prompts, agents, tools, and automations are first-class citizens of the engineering loop. We define the guardrails, design the workflows, and equip developers with the patterns that make AI a force multiplier instead of a liability.
Empower, don't replace
AI is here to make people superheroes, not to make them obsolete.
Guardrails first
Rigorous security and well-defined guardrails are non-negotiable. Easy doesn't mean slack.
Process before prompt
We refactor the routine first, then automate it. Bad processes don't get better when you sprinkle AI on them.
Mentor the next generation
We don't gatekeep. We train IT departments and mentor young developers onto the AI pathway.
Harbinger
Talk to your infrastructure.
Consulting is what we do for you. Harbinger is what we built: a self-hosted, AI-native control plane for containerised infrastructure with an agent built in. It runs, watches and explains your services. Ask why something restarted last night and you get a conclusion with the evidence, not a wall of logs.
AI-Native Management Stacks
Self-healing, self-learning systems with virtual DevOps agents on guard 24/7.
The cutting edge of AI in production. Think OpenClaw or moltbot, but secure, supervised, and on steroids. We design AI-native stacks that watch themselves, fix themselves, and grow with your system. A dedicated team of virtual DevOps agents working alongside yours, fixing issues before they page anyone, and learning from every incident.
An agent that acts
Same tools and permissions as your operators. Destructive actions pause for a confirmation enforced in code, never left to a prompt.
AI patrols on a schedule
Layered sweeps investigate your stacks before you notice a problem, with predictable token budgets.
Your models, your network
Bring your own providers, Anthropic and OpenAI-compatible side by side, with spending limits per job. Everything stays on your infrastructure.
Open to other agents
MCP client and server: plug tools in, and let Claude Code or your editor read production from a safe, read-only toolset.
→ harbinger[09:40:43] * INFO * HARBINGER CLI Initialization...[09:40:43] * INFO * Connected to harbinger.your-company.internal[09:40:43] * INFO * Authenticated as harbinger-cli (operator)[09:40:43] * INFO * Core systems check: OK[09:40:43] * INFO * Ready for commands.harbinger · harbinger.your-company.internal · harbinger-cli (operator) · /help› /agents brain chat, tools, actions online sentry scheduled sweeps next in 12m health model-backed checks 18/18 ok› why did feed-service restart at 03:14?brain › reading logs, deploy history, host metrics…finding p95 latency +180% eleven minutes after deploy 7f3a2ccause connection pool exhausted by the new retry policyaction rollback proposed · tier: write · confirmed by policyresolved 03:14:40 · p95 back to baseline · nobody paged
What Harbinger gives your stack
Self-Healing Applications
Systems that detect anomalies, diagnose root causes, and remediate without waking anyone up at 3 a.m.
Self-Learning Systems
Stacks that improve with every incident. Telemetry in, better behavior out. No staleness.
24/7 System Guardianship
Virtual agents watching your stack around the clock. Patient, tireless, never on PTO.
Smart Alarmistics
Signal over noise. Severity grading, automated triage, and human escalation only when it actually matters.
Critical App Supervision
Production-grade safety for mission-critical systems. Guardrails on every action, audit trails on everything.
Virtual DevOps Agents
A dedicated agent team fixing, scaling, and evolving your stack. Embedded with your engineers, not replacing them.
About Matriz Portátil
Matriz Portátil is an AI-first consultancy based in Cantanhede, Portugal, working with clients across the EU and internationally, with Germany as our main market. We design intelligent applications you talk to, build agents and end-to-end automations, and refactor routines so they run with and for AI.
We coined AI-Driven Development, our methodology for helping developers ship faster with rigorous security and well-defined guardrails. We train entire IT departments and mentor young developers onto the AI pathway.
We don't believe AI replaces people. It empowers them. Two founders, 40+ years of combined experience, and a distributed team of 20+ professionals orchestrated globally. Lean by design.
- Founded
- July 2024
- Based in
- Cantanhede, Portugal
- Markets
- Germany first, clients across the EU and beyond
- Team
- 2 founders, 20+ professionals orchestrated worldwide
- Experience
- 40+ years combined, 15+ leading distributed teams
- Legal entity
- Matriz Portátil, Unipessoal Lda · NIF 518286401
More on the about page. Company and privacy details on the legal page.
Talk to Matriz
Our AI knows everything about how we work: strategy, applications, agents, AI-Driven Development, training, security. Ask away.
Hey, I'm Matriz. Ask me anything about how we work: AI strategy, intelligent applications, agents, AI-Driven Development, training, or how we keep AI safe and useful in production.