คาดการณ์ Manufacturing

AI adoption: Manufacturing

16.98% (2023-06-01) → 16.9% (2023-07-01) → 17.47% (2023-08-01) → 19.11% (2023-09-01) → 20.4% (2023-10-01) → 21.41% (2023-11-01) → 22.92% (2023-12-01) → 24.04% (2024-01-01) → 24.15% (2024-02-01) → 25.25% (2024-03-01) → 24.55% (2024-04-01) → 24.5% (2024-05-01) → 25.32% (2024-06-01) → 26.06% (2024-07-01) → 26.87% (2024-08-01) → 28.6% (2024-09-01) → 29.34% (2024-10-01) → 29.9% (2024-11-01) → 30.11% (2024-12-01) → 31.51% (2025-01-01) → 32.5% (2025-02-01) → 33.81% (2025-03-01) → 36.54% (2025-04-01) → 38.45% (2025-05-01) → 39.78% (2025-06-01) → 41.99% (2025-07-01) → 43.38% (2025-08-01) → 43.48% (2025-09-01) → 43.24% (2025-10-01) → 45.05% (2025-11-01) → 45.46% (2025-12-01) → 46.48% (2026-01-01) → 49.29% (2026-02-01) → 52.5% (2026-03-01) → 55.3% (2026-04-01) → 57.2% (2026-05-01) → 58.36% (2026-06-01) → 59.61% (2026-07-01) → 60.3% (2026-08-01) → 60.87% (2026-09-01) → 25.66% (2023-06-01) → 24.53% (2023-07-01) → 25.39% (2023-08-01) → 26.49% (2023-09-01) → 27.25% (2023-10-01) → 28.16% (2023-11-01) → 29.41% (2023-12-01) → 30.4% (2024-01-01) → 30.64% (2024-02-01) → 31.19% (2024-03-01) → 30.8% (2024-04-01) → 31.16% (2024-05-01) → 31.37% (2024-06-01) → 31.83% (2024-07-01) → 32.06% (2024-08-01) → 32.9% (2024-09-01) → 33.52% (2024-10-01) → 34.17% (2024-11-01) → 34.5% (2024-12-01) → 35.56% (2025-01-01) → 36.66% (2025-02-01) → 37.49% (2025-03-01) → 39% (2025-04-01) → 40.3% (2025-05-01) → 41.18% (2025-06-01) → 42.54% (2025-07-01) → 43.49% (2025-08-01) → 43.8% (2025-09-01) → 43.61% (2025-10-01) → 44.43% (2025-11-01) → 44.5% (2025-12-01) → 45.52% (2026-01-01) → 47.74% (2026-02-01) → 50.15% (2026-03-01) → 51.98% (2026-04-01) → 53.24% (2026-05-01) → 53.98% (2026-06-01) → 54.84% (2026-07-01) → 55.24% (2026-08-01) → 55.86% (2026-09-01)

Share of US businesses on Ramp with a payment for an AI product or service in the month.

• Ramp AI Index · 2026-10-25
• Ramp AI adoption, Manufacturing (FRED RAMPAIMANUFACTURING)
• Ramp AI adoption, overall (FRED RAMPAIALL)