AI Systems for Operators
MagicCo designs and engineers the operating layer behind modern teams: agents, automations, dashboards, client portals, and production apps that move real work forward.
What We Build
Every engagement is purpose-built. We don't ship templates — we architect solutions to the exact shape of your problem.
Autonomous agents that reason, act, and operate across your workflows with purpose and precision.
End-to-end pipelines that eliminate manual overhead and keep complex operations running continuously.
Scalable digital commerce infrastructure — from storefronts to order systems — built to perform under pressure.
System design and technology strategy for founders and operators who need clarity before they build.
How We Work
We operate with a clear, deliberate process — because the quality of what we build depends on the quality of how we think.
We map your operations, constraints, and goals in depth before a single line of code is written. The right architecture starts with the right questions.
We design your system architecture — data flows, agent logic, integration layers, and failure modes — and align on the blueprint before we begin building.
We build in focused cycles with working software delivered continuously. No long silences, no surprises — you see progress at every stage.
We ship to production with full observability, rollback procedures, and performance baselines in place. Reliability is not an afterthought.
Systems degrade and requirements change. We stay engaged — monitoring, optimising, and extending what we've built as your business evolves.
Who We Work With
We work with a small number of clients at a time — by design. Every engagement gets our full attention.
We partner with companies that are serious about building durable systems, not chasing demos.
Series A–C companies outgrowing manual processes and off-the-shelf tools.
Mid-market businesses modernising legacy workflows with AI and automation.
Technical founders who need a trusted systems partner, not just a vendor.
E-commerce and marketplace businesses building competitive infrastructure.
Built Across
Founder-led systems studio
MagicCo is led by Jean Torrealba, who has spent more than 17 years solving operational problems across commerce, media, automation, infrastructure, and software. That range is why MagicCo builds systems that fit the work, not just the trend.
Meet JeanBuilt and Running
From AI briefing systems and operational platforms to voting technology and property management, our systems are already running in production and supporting real-world operations every day.
Get in Touch
Send the project, workflow, or system you want to improve. We'll be direct about fit, scope, and the first useful version worth shipping.