Business architecture for a market being rewritten by AI.

Oksana Matviichuk spent two decades inside the world's largest agency networks, WPP, Publicis, GroupM, and Dentsu, leading global strategy for the brands that build enterprise infrastructure. Those companies absorb every platform shift first. Watching them do it, cycle after cycle, made one pattern unmistakable: the companies that outlasted each shift didn't win on tools. They won because the business model was redesigned for the next economy before the market forced the question.

Her AI position is on the record, and it predates the cycle. In 2020 she wrote on Forbes that it could be the year of AI deployment. In March 2023, months after generative AI reached the market, she wrote that the impact of AI was already here and required an action plan, not observation. In July 2023 she began building the methodology that answer demanded: a framework for re-authoring a business model around AI rather than attaching AI to a model designed for human labor.

Today her work focuses on redesigning business models for an AI-native economy. OM uses Preserve / Decommission / Re-author to make architecture decisions: what in the existing business still compounds, what should be retired, and what must be redesigned. Client work progresses through Assess, Architect and Transform. OM Strategic Forecasting does that structural work for founders and CEOs of $20M–$150M B2B companies.