CognitiveCoefficient
Overview / Rankings / India

India

MaintainingAsia-PacificLower-middle income Power #10 / 48Per-capita #36
Cognitive Power
48.6
of 100 · #10
CPI
48.6
CC
36.7
CDI
0.280
AIR
35.3
AIX
66.6
CRI
28.7
CM
44.7
CV
3.8%
Primary · absolute lens

Cognitive Power

48.6 · #10/48

Total national capacity — AI capital, compute, models & robotics. Strongest in research output (total), researchers (total), economic mass.

Per-capita lens

Cognitive Coefficient

36.7 · #36/48

How deep infrastructure runs per person — rewards intensity, like GDP-per-capita or the HDI.

CC projection to 2040 — Baseline

All 8 scenarios →

Monte-Carlo band (P10–P90) around the median path. Dashed = illustrative historical reconstruction.

Median (P50)P10–P90 bandReconstruction

Pillar profile

Insight engine

India ranks #36 of 48 on the Cognitive Coefficient (36.7/100), with a trajectory classified as Maintaining relative to the frontier. Its strongest pillars are ai adoption, digital literacy; the binding constraints are data, ai access.

Risks

  • Low cognitive resilience: heavy reliance on externally-controlled frontier infrastructure.

Opportunities

  • Largest headroom in Data (26.7/100) — targeted investment compounds fastest here.
  • Largest headroom in AI Access (29.9/100) — targeted investment compounds fastest here.

Recommended actions

  • Prioritise the weakest pillar (Data) to lift the geometric-mean development index (CDI).
  • Broaden the base (education + data governance) to raise resilience and reduce concentration risk.
These are model outputs and scenarios, not forecasts of actual outcomes. This platform measures access to, utilization of, and leverage from cognitive infrastructure — not intelligence. No causality or certainty is claimed.

Pillars

AI Access29.9
AI Adoption50.0
Compute39.4
Data26.7
Education33.0
Digital Literacy45.8
Innovation31.3
Knowledge Infrastructure37.4

Nearest peers