For the teams trying to move generative AI from a promising prototype to a system that can reliably serve thousands of customers, the hardest part isn't the model. It's the context. Organizing the right data, tools, and workflows into a coherent, secure, and scalable runtime has become a bottleneck, one that deco CMS is betting it can solve from an unlikely starting point: the storefronts of Brazil.
The Rio de Janeiro-based company began in 2022 as an AI-powered e-commerce builder, deco.cx, focused on creating fast, personalized storefronts for a local market hungry for performance. That work gave its founders, Guilherme Rodrigues and Rafael Crespo, a practical proving ground for managing the complex context an AI needs to be useful. Today, the company has evolved that experience into an open-source context management system and control plane, positioning it as infrastructure for building, running, and monetizing AI applications at scale [Perplexity Sonar Pro Brief]. It reports having grown to $7.6 million in revenue in 2025 with a team of 69 people, all while remaining bootstrapped [GetLatka, 2025].
From Storefronts to a Control Plane
The company's core product, deco CMS, is described as "the context management platform that makes MCP work for teams" [Perplexity Sonar Pro Brief]. MCP, or the Model Context Protocol, is an emerging standard championed by Anthropic and others that allows AI models to connect to external data sources and tools. Deco's platform is designed to be the orchestration layer that sits on top of MCP, helping engineering and product teams organize the "flows, tools, and knowledge" needed to turn a generative AI experiment into a production-ready application.
Its initial wedge, however, remains vividly concrete. The company's X profile is titled "deco CMS | Autonomous storefronts," and its related domain, deco.cx, markets an "AI-Powered E-commerce Builder" [Perplexity Sonar Pro Brief]. This dual identity is strategic. The e-commerce vertical provides immediate, revenue-generating use cases and a clear path to market. Deco.cx claims to power over 150 storefronts in Brazil, with clients citing performance gains like a 100-millisecond page load improvement that increased conversion rates by 8.4% [deco.cx, 2026] [Deno, 2026].
The Bootstrapped Bet on Open Source
In a venture-saturated AI infrastructure landscape, deco's financial profile is atypical. The company has reported no institutional equity financing rounds. Its $2.2 million in disclosed funding is not attributed to a traditional seed round with named venture capital firms, and its subsequent growth to a reported $7.6 million in revenue and a $22.8 million valuation has been described as bootstrapped [GetLatka, 2025] [TechCrunch, 2024].
The open-source nature of its core software is central to this strategy. By offering deco CMS as open source, the company aims to attract a developer community and lower the adoption barrier for teams experimenting with MCP and AI agent tooling. The commercial opportunity likely lies in managed services, enterprise features, or support for the deco.cx e-commerce builder.
The Team and Traction
Founders Guilherme Rodrigues (CEO) and Rafael Crespo (CMO) are veterans of VTEX, a major e-commerce platform also founded in Brazil, giving them deep domain expertise in the market that became their initial beachhead [deco CMS · GitHub]. The team's background in scaling digital commerce platforms informs the company's focus on performance and reliability, critical for any system claiming to run business-critical AI applications.
| Metric | Reported Figure |
|---|---|
| Revenue (2025) | $7.6 million |
| Team Size (2026) | ~69 people |
| Valuation | $22.8 million |
| Powered Storefronts (Brazil) | 150+ |
| Deco.cx Customer Sites | 190 |
Where the Ambition Meets the Market
The company's bet is that the context management problem it solved for AI-driven e-commerce is a universal one. By starting with a vertical application, it built a focused, revenue-generating business. Now, it is attempting to productize the underlying infrastructure as a horizontal platform. This is a classic, though challenging, expansion play.
The Next Twelve Months
The coming year will be a test of whether deco can cross the chasm from a successful regional e-commerce tool to a recognized player in the global AI infrastructure conversation. Key milestones to watch include the announcement of its first major enterprise customer for the deco CMS platform outside of Latin America, the closing of an institutional funding round to fuel this expansion, and the growth of its open-source community around the MCP ecosystem.