Samuel Lago Pedro
Samuel designs and deploys AI systems, with experience in retrieval and agent workflows, evaluation, observability, and production APIs.
Samuel Lago Pedro on LinkedInAbout
A small team built for complex operational systems
We combine AI systems engineering, workflow automation, and production delivery to solve work that is slow, fragile, or hard to trust.
Who we are
Experienced technical delivery for operations
Our team has built and deployed AI, integration, and automation systems where failure carries real operational cost. We focus on the work, the delivery, and the people who will use it.
We are not a platform reseller or a generic software studio. We take ownership of the system from diagnosis through deployment, and we keep scope grounded in the operation. Our experience includes aerospace programmes, GNSS product delivery, and regulated engineering operations.
Júlio Medeiros
Júlio works across machine learning, recommendation systems, reporting, and AI workflows that turn complex data into practical product decisions.
Júlio Medeiros on LinkedIn
Francisco Correia
Francisco brings product ownership and technical delivery experience across aerospace, GNSS, and cross-functional engineering programmes.
Francisco Correia on LinkedInHow we are different
Direct technical ownership and clear outcomes
We operate with a tight team, direct client engagement, and practical accountability for the result. That means less handoff, more clarity, and faster decisions.
What clients get
- Direct access to the engineers designing and delivering the work.
- Scope defined by the workflow and the operational outcome.
- Delivery that includes integration, validation, and deployment readiness.
Our principles
Practical rules for operational technical work
These principles keep the work focused, visible, and valuable from the first fit conversation through production.
- Start with the work people do today, not a preselected technology.
- Take responsibility for the technical design, build, integration, and validation needed to address it.
- Keep scope concrete, risks visible, and success criteria explicit.
- Deploy, harden, document, and hand over systems in a form people can operate and maintain.
Start here
Start with the problem, not the platform
Explain the workflow, the people involved, and the outcome you need. We will recommend a focused technical path.