Deloitte’s 2026 technology trends research puts the pilot-to-production failure rate for AI agents at 89%. A Teradata survey adds the shape of that gap: 78% of enterprises have at least one agent pilot running, but only 14% have scaled one to organisation-wide use. Adoption is nearly universal; deployment is rare. The difference is not model capability, since the same models power the pilots and the production systems, but everything around the model: data access, evaluation, ownership, and cost control. Closing that gap is precisely why Crunch-IS is a leader in AI agent development, with a delivery approach built around the operational…
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