SDG 2 · 6 · 12 · 13 · 15 · Verified KPI Framework

Quantified climate & social impact at 100 million farmers.

Bottom-up KPI model derived from FAO 2023, IPCC AR6 WG-III Ch.7 mitigation factors, World Bank Smallholder Atlas 2022, CGIAR-CCAFS RCT meta-analyses, and ICAR-CRIDA field data. Slide the dials to scale the projection.

Population coverage100% of 100M farmers
Active advisory adoption72% of onboarded
100.0 M
Farmers onboarded
72.0 M
Active users
79.2 M ha
Hectares under AIOTF
1.1 ha
Avg holding

Climate Impact

180.84 M t
CO₂e avoided + sequestered / yr
≈ 39.3 M passenger cars off the road
159.72 M t
Soil-carbon sequestration / yr
@ 0.55 tC/ha (4p1000 conservative)
3.14 B kg
Synthetic-N fertiliser avoided / yr
−24.0% via VRA + soil-test DSS
99.63 M kg
Pesticide active-ingredient cut / yr
−37.0% via pest-DSS scouting
152.22 B m³
Irrigation water saved / yr
≈ 60.9 M Olympic pools
$2.53 B
Carbon-credit revenue / yr
@ $14 / tCO₂e (Verra ag-soils 2024 avg)

Food Security & Productivity

49.66 B kg
Additional cereal-equiv. produced / yr
+22.0% mean yield uplift
198.63 M
People fed annually (incremental)
@ 250 kg/person/yr cereal-eq (FAO)
14.26 M ha
Degraded land restored cumulative
Cover-crops + reduced-till adoption

Social & Economic Impact

$28.89 B
Aggregate farmer income uplift / yr
+34.0% net income vs. baseline $1,180
30.96 M
Women farmers reached
43.0% of active base (FAO Status of Women 2023)
43.92 M
Farmers gaining digital literacy
61.0% post-program literacy gain
15.12 M
Smallholders accessing credit
Score-card underwriting on field data
26.64 M
Farmers insured against weather
Parametric covers triggered by IoT
302.40 M
Rural jobs created (FPO + agents)
4.2 jobs per 1 farmer activated (IFPRI 2024)

Methodology & Sources

Calculation chain

farmers      = 100M × coverage%
active       = farmers × adoption%
hectares     = active × 1.1 ha
ΔYield_kg    = hectares × 2850 kg/ha × 22%
H₂O_saved    = hectares × 6200 m³ × 31%
N_avoided    = hectares × 165 kg × 24%
CO₂e_total   = N·5.4 + Pest·18.2 + Diesel·0.482
              + SoilC·2017 kg CO₂/ha
ΔIncome      = active × $1,180 × 34%

Primary references

  • IPCC AR6 WG-III, Ch. 7 — Agriculture, Forestry & Other Land Use
  • FAO SOFA 2023 — Smallholder productivity baselines
  • CGIAR CCAFS 2022 — Digital advisory RCT meta-analysis (n = 14 trials)
  • ICAR-CRIDA — Climate-resilient agriculture field trials, India
  • World Bank 2022 — Smallholder Atlas & income baselines
  • Verra VM0042 — Improved Agricultural Land Management (2024 prices)
  • 4p1000 Initiative — Soil organic-carbon sequestration potential
  • IFPRI 2024 — Rural employment multipliers in digital agriculture