Attila Dobai
A structured methodology for AI transformation built on twenty years of operational excellence. For organizations that have done the hard work of process improvement and are ready to ask what AI makes possible next.
Most organizations respond to AI transformation by asking the wrong question. They ask what AI can replace. The Human-Centered AI Framework asks what AI can multiply.
Five phases. A structured discipline for deciding what AI should do, what humans must own, and how to design the handoff so that both get better over time. Built for operational leaders who already understand process rigor and want a methodology they can trust with the stakes involved.
Eight years as a meteorological analyst in the United States Marine Corps, finishing as staff meteorologist for HMX-1, the unit responsible for presidential flight operations. Fifteen years at Avis Budget Group, where a structured approach to process improvement cut $40 million in annual maintenance expense from a $100 million budget without reducing fleet size or laying anyone off. Then a company grown from $1.5M to $25M in revenue, landing on the Inc5000 two years running.
The Human-Centered AI Framework did not emerge from theory. It emerged from a career built on solving problems that others had declared impossible, and from the pattern that clients and colleagues kept naming the same way: human-centered.
Attila is one of the most intelligent people I've ever worked with, and has an outstanding ability to translate data into actionable strategies and tactics. He is very methodical and detail orientated, and also works very efficiently to complete projects on time with very insightful and impactful results.Todd Butcher Sr. Vice President of Central Area Operations, Avis Budget Group
Attila is a highly skilled, seasoned and knowledgable Performance Improvement professional. He is one of rare and prized PI practitioners who comprehensively understands the importance of ensuring your leaders and stakeholders are on board. Attila's human centered perspective will create a winning approach for your organization's projects and most importantly CULTURE.Vivek Ghiya Healthcare Operations Leader & Process Improvement Leader
I worked with a lot of process improvement professionals and he was one of the most respected and trusted leaders in our Performance Excellence team. Attila's passion for his work, attention to detail and warm demeanor made him a joy to work with, not to mention a very impressive analytical mind and in-depth approach to problem solving.Stephan Bonaparte Senior Director of Commercial Finance, Reynolds American
The framework is designed for operationally mature organizations that have already invested in structured process improvement, whether through Lean Six Sigma, Baldrige, or similar disciplines, and are now navigating AI integration. The typical decision-maker is a VP or Director of Operations, Continuous Improvement, or Digital Transformation at a company with 100 to 2,000 employees.
The Phase 1 Diagnostic is a defined, 30-day consulting engagement that runs an organization through the Scope phase of the Human-Centered AI Framework. It produces three deliverables: a current-state assessment, an AI opportunity map, and a prioritized Human Purpose Gate analysis. It is designed as a standalone engagement that delivers value on its own while establishing whether a longer engagement makes sense.
Most AI consulting starts with the technology and works backward to the people. The Human-Centered AI Framework starts with the human purpose inside every process and designs outward from there. It is a structured, phase-based methodology built on the same foundations as Lean Six Sigma and operational excellence, not a set of abstract principles or a technology implementation playbook.
The Human Purpose Gate is the framework's core checkpoint. Before any process step is automated or augmented with AI, the gate requires an explicit answer to one question: what does the human become? If the answer is unclear or absent, the process has not been designed yet. The gate blocks forward progress until the human's role in the new system is genuinely defined with a meaningful contribution, not just a title.
No. The framework draws on operational excellence principles, but it is designed to be accessible to any organization with mature, documented processes and a commitment to structured improvement. Familiarity with concepts like process mapping, root cause analysis, and continuous improvement helps, but a formal LSS certification is not a prerequisite.
The full site is on its way. In the meantime, the best place to follow the work and start a conversation is LinkedIn.
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