The economics of enterprise AI

Drive AI Transformation by its economics.

Develop a transformative AI strategy with a defensible business case, and set the governance and operating model to keep each initiative aligned with the plan and applicable AI regulations.

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Three ways I make AI pay

AI Strategy & ROI

AI strategy derived from business strategy: the use cases that move your numbers, each with a business case that stands up in the boardroom, ranked by economic value and sequenced into a funded roadmap, so AI spend goes where the returns are.

AI Policies and Operational Model

The AI governance team, its policies and operating model, aligned with the AI regulations that apply to you, and the appetite, thresholds and forbidden zones your board sets, so every initiative runs inside a frame you chose.

Agentic AI Solutions Alignment

An appraisal of the agentic solutions you adopt, or are considering, against your AI strategy and its business cases, so each implementation earns its place in the portfolio.

Need the governed-data foundation first?

Data and AI advance best in parallel, not in sequence: each accelerates the other. Green Data builds the trustworthy data foundation; here, I turn it into AI value. Neither track waits on the other.

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◆ ROI Simulator

See what AI automation could save you

Pick an enterprise workflow and a few parameters, then watch an AI agent run it step by step, ending with an illustrative estimate of the hours and cost it could free up. A live simulation of the approach, not a quote.

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About

Sami Tayara

Founder & Principal, Green Data and the Aiconomica brand · AI Strategy, AI Policies & Agentic AI Alignment · the Economics of Enterprise AI

I help enterprises turn governed data into measurable AI value: scoping AI by its economics, keeping every agentic implementation aligned with that strategy, and setting the policies and operating model it runs inside. I bring 30+ years across enterprise data, telecom, and technology, now sharpened with hands-on agentic-AI work, so AI delivers business results, not science projects.

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