Intelligence.For complex industries.

You can often see real impact in days. We ship turnkey, ready-to-use tools for quick wins and rapidly prototype bespoke agents and apps so you get a working demo early. This means low upfront investment, fast feedback, and a clear path to scale instead of slow product-agency timelines or abstract consulting.

We start with a Discovery & Sense-making session to map the problem, define data requirements, and set a high-level game plan. By the second meeting you'll usually see something working—rapid prototyping is one of our biggest differentiators. That prototype becomes the base for a production plan, which typically transitions into a retainer model. Operationally we're transparent and client-first: you'll have a dedicated account lead, always-on access to our project boards, weekly touchpoints, and observable agents so you can track usage and expenses.

We implement enterprise-grade security including end-to-end encryption, SOC 2 compliance, data isolation, and strict access controls. Your data never leaves your infrastructure unless explicitly configured.

Talk to João or Stefan. They'll map your request, assess feasibility, and help you decide if we're the right partner. We're very R&D-oriented and especially enjoy hard problems, even when they sit outside our apparent lane.

We don't run a traditional hiring process. We look for high-agency problem solvers who fit the team organically. Don't send a CV—send projects that show creative problem-solving and technical, detail-oriented execution. Authenticity and real work matter more than LinkedIn polish. Email your projects to jobs@darkmatter.is.