2 in 3
Pilot-to-production leadership
Nearly two-thirds of surveyed organizations had not begun scaling AI enterprise-wide. Buyers need prioritization, integration, adoption, and measurable value—not more disconnected pilots.
McKinsey, 2025 ↗
62%
Agentic workflow design
Most organizations are at least experimenting with AI agents, but scaling is still concentrated in a few functions. The gap is operational design, not access to another model.
McKinsey, 2025 ↗
40%
Proportionate AI governance
Gartner predicts many enterprises will demote or remove autonomous agents after governance failures. Companies need controls matched to data access, autonomy, and real business risk.
Gartner, 2026 ↗
85%
Workforce enablement
Employers plan to prioritize upskilling as AI changes roles and workflows. Implementation now includes adoption, new operating practices, and teaching teams how to supervise AI.
World Economic Forum, 2025 ↗