Pensacola, Florida, February 20, 2026 — Pensacola leaders are optimistic about AI, but the survey shows a quieter problem underneath: enthusiasm is moving faster than operating readiness. Across sectors, the organizations creating value are the ones that assign ownership, define KPIs, clean up data, and move pilots into real workflows.

Pensacola, Florida, February 19, 2026 — A small Pensacola workshop sample shows strong interest in AI and high confidence about the future, but the operating basics are still immature. Ownership is inconsistent, governance is weak, and KPI discipline is absent. Industry data shows why those gaps matter.

Vancouver, Canada, February 12, 2026 (PM) — Vancouver leaders want cost reduction, growth, and better CX from AI, but most cite skills and data quality as blockers. Governance remains the weak link.

Vancouver, Canada, February 12, 2026 (AM) — Leaders want cost reduction, growth, and better CX from AI, but most lack a single accountable owner, KPIs, and safe-use rules. Here’s the fix.

Vancouver, Canada, February 11, 2026 — A Vancouver workshop survey reveals a consistent pattern: leaders want growth from AI, but most lack clear ownership, governance, and production discipline. Here’s what to do next.

Collegeville, Pennsylvania, February 04, 2026 — A small-sample workshop survey shows a familiar pattern: leaders want growth from AI, but ownership, measurement, and governance are still missing. Here’s what the data says, plus what five sectors are doing right now.