Intelligence brief
The whole picture in one grounded read: observed macro indicators, the derived macro-sentiment composite, the business-cycle regime, and a forward forecast. Derived reads interpret already-observed numbers; the forecast is labelled projections (not observations); an absent series is shown honestly, never fabricated.
Brief
Observed macro, derived sentiment, the business-cycle regime, and forward projections — each traced to the live series it reads. Need it as JSON? GET /api/v1/brief/country/{iso3}.
Caribbean small states: macro conditions look supportive (pressure 28/100); the economy is in slowdown; 1 turning-point signal flagged; 11 observed macro indicators held; real gdp growth is projected at 8.74 for 2026.
Macro pressure
DerivedHigher = more macro pressure. Reads as supportive (sentiment +0.44, −1 stressed … +1 supportive).
Outlook 2026: supportive (projected sentiment +0.58) · a projection from baseline forecasts
Slowdown
as of 2022-01-01
World Bank Indicators API
as of 2007-01-01
World Bank Indicators API
as of 2025-01-01
World Bank Indicators API
as of 2025-01-01
World Bank Indicators API
as of 2025-01-01
World Bank Indicators API
as of 2025-01-01
World Bank Indicators API
as of 2025-01-01
World Bank Indicators API
as of 2025-01-01
World Bank Indicators API
as of 2020-01-01
World Bank Indicators API
as of 2025-01-01
World Bank Indicators API
as of 2025-01-01
World Bank Indicators API
Headline reliability: below naive track record (-2% skill vs naive; realized ±4.0249 over 1) · a track record, not a guarantee
Caribbean small states: forward projections across 8 macro indicators, horizons 2026, 2028, 2030, 2035. These are projections, not observations — each carries an optimistic/pessimistic band and a confidence interval, anchored against the latest observed value where one is held.
Latest observed95.1bn(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 99.7bn | 115.4bn | 86.1bn | 96.2bn – 103.2bn |
| 2028 | 111.5bn | 138.8bn | 87.9bn | 102.9bn – 120.1bn |
| 2030 | 123.3bn | 158.5bn | 92.8bn | 109.3bn – 137.4bn |
| 2035 | 152.8bn | 202.6bn | 109.7bn | 121.1bn – 184.5bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed7.98(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 8.74 | 12 | -6.57 | 5.66 – 11.82 |
| 2028 | 10.37 | 12 | -10 | 4.77 – 12 |
| 2030 | 11.99 | 12 | -10 | 4.45 – 12 |
| 2035 | 12 | 12 | -10 | 0.77 – 12 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed20.9k(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 21.8k | 25.3k | 18.8k | 21k – 22.6k |
| 2028 | 24.3k | 30.3k | 19k | 22.4k – 26.2k |
| 2030 | 26.7k | 34.6k | 19.9k | 23.6k – 29.8k |
| 2035 | 32.8k | 43.9k | 23.2k | 26k – 39.7k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed1.11(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 0.59 | 5.1 | -4.24 | -0.42 – 1.61 |
| 2028 | -1.69 | 6.13 | -5 | -3.5 – 0.13 |
| 2030 | -3.96 | 6.12 | -5 | -5 – -1.41 |
| 2035 | -5 | 9.27 | -5 | -5 – -1.04 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed4.6m(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 4.6m | 4.8m | 4.4m | 4.4m – 4.7m |
| 2028 | 4.6m | 4.8m | 4.4m | 4.2m – 4.9m |
| 2030 | 4.6m | 4.8m | 4.4m | 4.1m – 5.1m |
| 2035 | 4.6m | 4.9m | 4.4m | 3.7m – 5.6m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed10.85(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 12.12 | 15 | 4.29 | 10.62 – 13.61 |
| 2028 | 15 | 15 | 1.45 | 12.02 – 15 |
| 2030 | 15 | 15 | -2.5 | 10.88 – 15 |
| 2035 | 15 | 15 | -9.74 | 8.48 – 15 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed4.65(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 5.18 | 7.18 | 3.17 | 4.79 – 5.57 |
| 2028 | 5.8 | 9.27 | 2.32 | 4.99 – 6.61 |
| 2030 | 6.1 | 10.59 | 1.61 | 4.93 – 7.28 |
| 2035 | 6.34 | 12.69 | 0 | 4.36 – 8.33 |
Method: mean_reversion; lookback 10y; horizon 1y; confidence 80%
Latest observed7.55(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 7 | 8.08 | 5.92 | 6.72 – 7.28 |
| 2028 | 5.89 | 7.77 | 4.01 | 5.32 – 6.46 |
| 2030 | 4.78 | 7.2 | 2.35 | 4.02 – 5.53 |
| 2035 | 2 | 5.43 | 0 | 1.16 – 2.85 |
Method: linear_trend; lookback 6y; horizon 1y; confidence 80%
Generated by the prediction engine (model prediction-engine-v1) on 2026-10-31 from observed history. Projections, not observations — never a guarantee of future values.
Machine-readable: GET /api/v1/brief/country/CSS · API docs
