Industrial AI + IoT

We build Operational Intelligence for Industrial SMEs.

We turn the data from your machines, processes, and systems into a platform that can monitor, automate, and support decisions in real time.

PEDRO MURINELO

Product Strategy · Software Architecture · UX Engineering
Pedro Murinelo

The information exists, but it's scattered.

Machines, ERP, Excel, sensors, and documents don't talk to each other.

Concrete processes that slow the company down and frustrate teams every day:

  • Production bottlenecks
  • Reactive maintenance
  • Delayed quality checks
  • Manual proposals
  • Hours lost cross-checking information

Do you know exactly which process is costing you the most time and money?

Before automating, you need to understand and simplify.

We help industrial SMEs identify repetitive processes, waiting points, slow decisions, and manual tasks that are limiting their performance.

Only after questioning and improving these workflows do we apply technology intelligently.

We build Operational Intelligence through Specialized Agents that structure scattered information, eliminate repetitive work, and support real-time decisions — always starting from a concrete process.

The result?

Produce better, decide faster, and grow with more control.

One platform.Three pillars of value.

We always start with the process that can have the greatest impact on your operation. The architecture is modular — implement one solution at a time and move at your own pace.

Intelligent Production Monitoring

Challenge

Production information often arrives late or is collected manually, limiting your ability to react.

How we help

We connect machines, sensors, and existing systems to give you full, real-time visibility.

Expected results

  • Higher operational efficiency
  • Fewer stoppages and less downtime
  • Faster, better-informed decisions
  • Greater remote control over production

Operational Assistant for Production and Orders

Challenge

Teams lose valuable time on repetitive tasks, information handoffs, and administrative work.

How we help

We build intelligent assistants that integrate ERP, email, and documents, automating operational workflows.

Expected results

  • A drastic reduction in administrative work
  • Faster processes with fewer errors
  • More time freed up for higher-value work
  • Better coordination between teams

Intelligent Fault and Deviation Detection

Challenge

Many problems are only identified after they've caused significant costs or delays.

How we help

We continuously monitor your data to detect anomalies early and automatically.

Expected results

  • A significant reduction in unplanned stoppages
  • Less waste of materials and resources
  • More predictable, stable operations
  • Lower reactive-maintenance costs

From opportunity to operation.

We implement in phases — practical, and adapted to each company's reality.

Blueprint

Diagnosis, architecture, and a personalized roadmap.

Services / Blueprint

Engineering

Technical implementation and rollout into production.

Services / Engineering

Rescue

Optimization and resolution of critical issues.

Services / Rescue

Fractional

Strategic support and continuous evolution.

Services / Fractional

Integrates with what you already have.

We don't replace your existing systems.

We add a layer of intelligence on top of them.

Our solution connects easily with:

ERP
CRM
SCADA / PLC
IoT Sensors
Databases
APIs
Excel and documents
Internal applications

The goal is to add intelligence without adding complexity.

Every industrial operation has different challenges.

The first conversation helps identify where data, automation, and AI Agents can create measurable operational value.

Thoughts on product architecture, UX engineering, and the pragmatics of digital systems.

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