Plantation Intelligence

AI yield forecasting, block health and risk layers across AI-monitored blocksAll operations

Avg forecast yield

25.0

t/ha · target 25.8

Portfolio yield gap

−3.1%

11 blocks > 5% below plan

12-m FFB shortfall

1,628

t · ≈ Rp 4.80 bn

Block map

50 AI-monitored blocks · 1,735 ha · colour = health status

Illustrative geometry

Loading map…

HealthyWatchAt RiskCritical

Estate B · Division 2

Block B17

Critical

Forecast

24.4

t/ha · 12 m

Target

28.0

t/ha

Gap

−12.9%

vs target

Confidence88%FFB 12 m

Top yield drivers (t/ha)

Rainfall deficit (3-mo lag)

−1.0

Palm age / maturity

+1.0

Harvesting interval

−1.0

Fertilizer timing

−0.6

◀ lowers predictionraises ▶

Planted / age2011 · 15 yr

Area · palms27.9 ha · 3,819

Harvest interval13 days

Rainfall 30 d137 mm (−34%)

Ganoderma risk

72%

NDVI · soil moisture0.49 · 0.21

Estate yield summary

Area-weighted t FFB/ha · rolling 12 m actual vs next 12 m AI forecast vs target

AI yield intelligence

Yield Prediction v4.1 · gradient-boosted ensemble

Where the yield gap is

Confidence86%

B22 (Estate C, −21%), B29 (Estate C, −15%) and B27 (Estate C, −15%) carry the largest forecast gaps. Dominant negative drivers across them: rainfall deficit, fertilizer timing, soil moisture. B17 additionally shows a Ganoderma cluster (72% risk) that the model expects to erode stand density.

Forecasts are decision support; validate with field census before acting.

Block register

All in-scope blocks · sortable

Click a row to select on map · click a header to sort

Block	Estate	Division	Age (yr)	Actual t/ha	Forecast t/ha	Target t/ha	Gap	Status
B22	Estate C	Division 1	20	18.0	17.3	21.9	−21.0%	Critical	Block 360 →
B17	Estate B	Division 2	15	25.2	24.4	28.0	−12.9%	Critical	Block 360 →
B24	Estate C	Division 1	16	23.6	23.1	25.9	−10.8%	Critical	Block 360 →
B29	Estate C	Division 2	11	24.8	24.4	28.8	−15.3%	At Risk	Block 360 →
B27	Estate C	Division 2	14	23.9	23.7	27.8	−14.7%	At Risk	Block 360 →
B38	Estate D	Division 2	19	21.3	20.9	22.9	−8.7%	At Risk	Block 360 →
B36	Estate D	Division 2	16	24.7	24.5	25.9	−5.4%	At Risk	Block 360 →
B08	Estate A	Division 2	18	24.7	24.5	24.9	−1.6%	At Risk	Block 360 →
B45	Estate E	Division 1	4	12.5	12.4	12.6	−1.6%	At Risk	Block 360 →
B12	Estate B	Division 1	20	22.7	22.5	22.8	−1.3%	At Risk	Block 360 →
B46	Estate E	Division 2	27	14.3	14.1	15.5	−9.0%	Watch	Block 360 →
B34	Estate D	Division 1	10	25.9	26.0	28.4	−8.5%	Watch	Block 360 →
B01	Estate A	Division 1	14	27.2	26.9	28.9	−6.9%	Watch	Block 360 →
B32	Estate D	Division 1	13	27.1	27.0	28.4	−4.9%	Watch	Block 360 →
B33	Estate D	Division 1	15	25.9	25.8	26.9	−4.1%	Watch	Block 360 →
B39	Estate D	Division 2	9	27.3	27.3	27.8	−1.8%	Watch	Block 360 →
B11	Estate B	Division 1	9	28.8	28.7	28.9	−0.7%	Watch	Block 360 →
B41	Estate E	Division 1	23	19.7	19.7	19.7	±0.0%	Watch	Block 360 →
B25	Estate C	Division 1	8	27.3	27.3	26.9	+1.5%	Watch	Block 360 →
B14	Estate B	Division 1	17	24.7	24.6	26.0	−5.4%	Healthy	Block 360 →
B10	Estate A	Division 2	19	22.8	22.7	23.9	−5.0%	Healthy	Block 360 →
B18	Estate B	Division 2	19	23.0	22.9	23.9	−4.2%	Healthy	Block 360 →
B48	Estate E	Division 2	26	15.8	15.8	16.5	−4.2%	Healthy	Block 360 →
B20	Estate B	Division 2	11	28.9	28.8	30.0	−4.0%	Healthy	Block 360 →
B04	Estate A	Division 1	13	28.6	28.6	29.6	−3.4%	Healthy	Block 360 →
B13	Estate B	Division 1	10	28.8	28.6	29.6	−3.4%	Healthy	Block 360 →
B23	Estate C	Division 1	15	26.1	26.0	26.9	−3.3%	Healthy	Block 360 →
B26	Estate C	Division 2	15	26.3	26.1	26.9	−3.0%	Healthy	Block 360 →
B44	Estate E	Division 1	25	16.9	17.0	17.5	−2.9%	Healthy	Block 360 →
B35	Estate D	Division 1	12	27.9	28.0	28.8	−2.8%	Healthy	Block 360 →
B21	Estate C	Division 1	16	25.3	25.2	25.9	−2.7%	Healthy	Block 360 →
B16	Estate B	Division 2	17	25.6	25.5	26.0	−1.9%	Healthy	Block 360 →
B43	Estate E	Division 1	22	20.3	20.3	20.7	−1.9%	Healthy	Block 360 →
B05	Estate A	Division 1	14	28.6	28.5	28.9	−1.4%	Healthy	Block 360 →
B37	Estate D	Division 2	8	26.6	26.6	26.9	−1.1%	Healthy	Block 360 →
B40	Estate D	Division 2	8	26.7	26.6	26.9	−1.1%	Healthy	Block 360 →
B02	Estate A	Division 1	12	29.8	29.7	30.0	−1.0%	Healthy	Block 360 →
B15	Estate B	Division 1	10	29.2	29.3	29.6	−1.0%	Healthy	Block 360 →
B49	Estate E	Division 2	11	29.9	29.8	30.0	−0.7%	Healthy	Block 360 →
B07	Estate A	Division 2	14	29.1	29.1	28.9	+0.7%	Healthy	Block 360 →
B42	Estate E	Division 1	28	14.5	14.5	14.4	+0.7%	Healthy	Block 360 →
B50	Estate E	Division 2	14	29.3	29.2	28.9	+1.0%	Healthy	Block 360 →
B47	Estate E	Division 2	16	27.3	27.3	27.0	+1.1%	Healthy	Block 360 →
B06	Estate A	Division 2	14	29.5	29.5	28.9	+2.1%	Healthy	Block 360 →
B19	Estate B	Division 2	9	29.4	29.5	28.9	+2.1%	Healthy	Block 360 →
B30	Estate C	Division 2	11	29.4	29.4	28.8	+2.1%	Healthy	Block 360 →
B28	Estate C	Division 2	14	28.5	28.4	27.8	+2.2%	Healthy	Block 360 →
B31	Estate D	Division 1	12	29.5	29.5	28.8	+2.4%	Healthy	Block 360 →
B09	Estate A	Division 2	18	25.7	25.8	24.9	+3.6%	Healthy	Block 360 →
B03	Estate A	Division 1	14	30.5	30.5	28.9	+5.5%	Healthy	Block 360 →