How Companies Are Escaping ‘Pilot Purgatory’ With New Orchestration Models For Enterprise AI

*The views expressed in this article belong to George Korizis and do not necessarily reflect the official policy of any organization.

Corporate AI initiatives are hitting a hard wall. After years of performative declarations, a frustrating reality has started to set in: most AI projects are stuck in "pilot purgatory," an endless loop where promising trials never scale into meaningful business value. Now, as paralysis spreads, the first organizations to escape this perpetual state of limbo will likely be among the first to implement enterprise AI.

To learn more, we spoke with George Korizis, Partner and Front Office Strategy Transformation Leader at PwC. With over two decades of experience helping global brands improve their customer journeys, Korizis' expertise runs deep in front-office transformation across marketing, service, and sales. When asked how companies can escape pilot purgatory, he said they must first re-architect their operations around a new, more holistic model.

• The path to pilot purgatory: The problem is widespread, Korizis said. "Eight out of ten clients that I see get stuck in pilot mode. They usually have no issue creating small, isolated wins. But most of them can't stitch those wins together to make a bigger impact." The result is a collection of small, isolated experiments that fail to deliver transformative change.
• The anatomy of inaction: According to Korizis, AI paralysis tends to stem from a few different places. First, he pointed to a risk-averse corporate culture driven by a quarter-to-quarter mindset that demands simple, easily measured ROI. Eventually, this leads leaders down the path of least resistance: cost-cutting pilots in areas like call centers. While these can show immediate savings, Korizis cautioned, "You can cut your way into some profitability. But, eventually, you need to grow."