{
  "series_id": "RAMPAISMB",
  "title": "Artificial Intelligence Adoption by Ramp Businesses: Small Businesses",
  "units": "percent",
  "source": "Ramp AI Index, via FRED, Federal Reserve Bank of St. Louis",
  "source_url": "https://fred.stlouisfed.org/series/RAMPAISMB",
  "observations": [
    {
      "date": "2023-01-01",
      "value": 7.74
    },
    {
      "date": "2023-02-01",
      "value": 12.26
    },
    {
      "date": "2023-03-01",
      "value": 20.53
    },
    {
      "date": "2023-04-01",
      "value": 24.89
    },
    {
      "date": "2023-05-01",
      "value": 26.14
    },
    {
      "date": "2023-06-01",
      "value": 26.13
    },
    {
      "date": "2023-07-01",
      "value": 23.71
    },
    {
      "date": "2023-08-01",
      "value": 24.55
    },
    {
      "date": "2023-09-01",
      "value": 25.31
    },
    {
      "date": "2023-10-01",
      "value": 25.97
    },
    {
      "date": "2023-11-01",
      "value": 27.08
    },
    {
      "date": "2023-12-01",
      "value": 28.29
    },
    {
      "date": "2024-01-01",
      "value": 29.07
    },
    {
      "date": "2024-02-01",
      "value": 29.36
    },
    {
      "date": "2024-03-01",
      "value": 29.98
    },
    {
      "date": "2024-04-01",
      "value": 29.59
    },
    {
      "date": "2024-05-01",
      "value": 29.77
    },
    {
      "date": "2024-06-01",
      "value": 30.18
    },
    {
      "date": "2024-07-01",
      "value": 30.8
    },
    {
      "date": "2024-08-01",
      "value": 30.83
    },
    {
      "date": "2024-09-01",
      "value": 31.32
    },
    {
      "date": "2024-10-01",
      "value": 31.65
    },
    {
      "date": "2024-11-01",
      "value": 32.03
    },
    {
      "date": "2024-12-01",
      "value": 32.18
    },
    {
      "date": "2025-01-01",
      "value": 32.85
    },
    {
      "date": "2025-02-01",
      "value": 34.0
    },
    {
      "date": "2025-03-01",
      "value": 34.48
    },
    {
      "date": "2025-04-01",
      "value": 35.35
    },
    {
      "date": "2025-05-01",
      "value": 36.31
    },
    {
      "date": "2025-06-01",
      "value": 37.02
    },
    {
      "date": "2025-07-01",
      "value": 38.08
    },
    {
      "date": "2025-08-01",
      "value": 38.7
    },
    {
      "date": "2025-09-01",
      "value": 38.57
    },
    {
      "date": "2025-10-01",
      "value": 38.34
    },
    {
      "date": "2025-11-01",
      "value": 39.14
    },
    {
      "date": "2025-12-01",
      "value": 39.17
    },
    {
      "date": "2026-01-01",
      "value": 40.1
    },
    {
      "date": "2026-02-01",
      "value": 42.36
    },
    {
      "date": "2026-03-01",
      "value": 44.33
    },
    {
      "date": "2026-04-01",
      "value": 46.06
    },
    {
      "date": "2026-05-01",
      "value": 47.34
    },
    {
      "date": "2026-06-01",
      "value": 48.03
    },
    {
      "date": "2026-07-01",
      "value": 48.97
    },
    {
      "date": "2026-08-01",
      "value": 49.51
    },
    {
      "date": "2026-09-01",
      "value": 50.03
    }
  ],
  "fetched_at": "2026-10-21T02:16:37Z"
}