Guillermo Garza, Founder

An airport control tower helps people make decisions by bringing together information, identifying risks, and coordinating actions across a complex system. Visibility matters, but guidance is the real value. That idea sits at the center of Purpura AI's approach to enterprise transformation.

Garza believes that while organizations have invested heavily in becoming data-driven, many still struggle to turn information into high-quality decisions. Businesses have dashboards, reporting systems, and analytics teams, yet face questions about inventory allocation, promotions, and pricing. The problem is a gap between knowing what is happening and deciding what should happen next.

For Garza, that gap is the biggest missed opportunity in modern business. After years helping enterprises build analytics capabilities, he observed that organizations were becoming better at understanding the past than deciding what to do next.

“Most companies don't have a data problem anymore,” Garza says. “They have a decision-making problem. The challenge is helping people understand which actions they should take today that will impact the next 30 to 60 days.”

He calls closing that gap Decision Intelligence. Rather than focusing exclusively on reporting and analysis, its control tower methodology operationalizes decision-making by combining enterprise data, business rules, predictive models, and AI-powered recommendations. The goal is to create greater consistency in how decisions are made across the organization. The system helps managers move from interpretation to action by highlighting risks, prioritizing opportunities, and recommending interventions before problems become visible.

The approach has found relevance in retail and consumer packaged goods, where operational decisions shape everyday performance. Inventory planning, replenishment, promotions, distribution and logistics require constant trade-offs with small improvements creating significant impact.

We align companies around the decisions that matter most for each role and build control towers that help teams manage those decisions with greater clarity.

What makes this vision different is that Purpura AI is not positioning AI as a standalone technology initiative. Organizations need alignment around decisions, ownership, and systems that help employees execute strategy consistently across functions. For Purpura AI, the objective is to embed decision intelligence into everyday operations so business performance becomes less dependent on individual experience and more on organizational capability.

That philosophy extends to its AI Agent Factory. Purpura AI helps organizations follow a structured adoption path through its crawl, walk, run, fly framework instead of relying on isolated pilots. The model starts with productivity-focused use cases, expands into assistants and agents, progresses to multi-agent systems, and ultimately enables AI-powered operational workflows. The goal is to create a repeatable process for discovering, governing, and scaling AI across the enterprise.

Purpura AI developed the framework through its experience supporting more than 50,000 users across its AI platforms while establishing the governance and security practices necessary for enterprise deployment. That experience has positioned the company as a partner for organizations seeking measurable business outcomes from AI and earned it recognition as the Top Data Analytics Solution in Latin America.

Underlying its strategy is a focus on the human side of AI adoption. While much of the AI conversation focuses on models, agents, and automation, the company emphasizes governance and change management to augment decision-makers rather than replace them.

“We don't want organizations depending on the prediction skills of a single manager,” says Garza. “We want them to depend on a system that creates consistency while still keeping a human in the loop.”

As the company expands across Latin America, that belief remains central to its strategy. The challenge is no longer collecting information or generating reports, but embedding intelligence into everyday decisions. For Purpura AI, that is the true purpose of a control tower and the foundation of the next generation of enterprise performance.