About the author
Gonzalo Flores is a sociologist (Universidad Nacional de Cuyo, Argentina) and a data and artificial intelligence engineer. For more than a decade he has been building systems in production and regulated environments, where software must actually work and be accountable. He works with public and private organizations so that AI, beyond being switched on, delivers return measured in the person, not in the model.
His practice closes a gap the market often leaves open: whoever diagnoses the organization is whoever builds the system. That continuity, reading the human fabric and writing the code with the same hand, is what this book presents as a paradigm rather than as autobiography.
Where the book comes from
The Sociotechnical Bridge grew out of the theoretical and methodological corpus Gonzalo assembled in consulting and in production: sociotechnical diagnostics, the IMIA maturity instrument for AI, multidimensional value dashboards, MCP servers in real use, and the Mendoza FuturIA observatory. The book is the public layer of that work. It is written for a reader, with rigor and verifiable sources, and published in the open so it can be copied and improved in plain sight (see License).
The Preface explains how to read the argument. Here it is enough to say that the framework’s validation does not rest on a personal track record, but on the foundations it cites and the practice it came from.
Site and contact
Portfolio, writing, approach to work, and ways to get in touch are at:
From there you can also reach this book and the SME AI maturity observatory.
Next: The bridge thesis · Also: License