🎯 The Unified Argument Across This Series

We have successfully built the Hardware of the economy — PM-SHRI Schools, IIT expansion, AI Mission, foreign university campuses, Dedicated Freight Corridors. The physical and digital backbone is delivered.

The challenge for 2026-2030 is to install the Software — human capital deepening, regulatory reforms, consumption stimulus, and outcome accountability — to activate these assets. The contradiction you may perceive between "delivered" and "gaps" is not factual error; it is the natural friction of an economy transitioning from Infrastructure-Deficit to Infrastructure-Surplus state. The agenda is now: Utilization, Up-skilling, and Unlocking Consumption.

India's combined education and skilling budget has grown from ₹96,858 crore in 2015-16 to ₹1,95,324 crore in 2025-26—an impressive 102% increase in nominal terms. (Note: This aggregate figure includes five budget heads: School Education and Higher Education from the Ministry of Education; Skill Development from MSDE; Research & Innovation from DST/DBT; and ECCE via the Women & Child Development Ministry's Saksham Anganwadi scheme.) Research & Innovation allocations surged 277%, skilling investments grew 352%, and flagship schemes like PM-SHRI Schools emerged to modernize school infrastructure.

Yet beneath these headline numbers lie structural concerns that demand attention: ECCE (Early Childhood Care and Education) has stagnated despite NEP 2020's foundational focus, education's share of the Union Budget has actually declined, and chronic underutilization means allocated funds often don't translate into ground-level impact.

+102%
Total Budget Growth
(2015-2026)
+277%
R&I Sector Growth
(Highest among all)
+352%
Skilling Growth
(Small base, big leap)
+36%
ECCE Growth
(Lowest despite NEP)

I. The Complete Picture: 11 Years of Budget Evolution

Before diving into specifics, let's visualize the complete trajectory. The chart below shows how each education and skilling sector evolved from 2015-16 to 2025-26, revealing both the sustained dominance of School Education and the dramatic R&I surge in the final year.

Exhibit 1: Union Budget Education & Skilling Allocations (2015-2026)
Union Budget Index: How Education & Skilling Allocations Evolved Across Sectors (2015-2026) Budget Allocation, ₹ '000 crores (0–80 scale) ● Circles = Budget Estimates by category Allocation values at key years (₹ '000 crores) 2015-16 2020-21 2025-26 Growth School Education: 42.2 59.8 78.6 +86% Higher Education: 26.9 39.5 50.1 +87% 80 70 60 50 40 30 20 10 0 Budget Allocation (₹ '000 crores) Higher priority Lower priority 2015-16 2016-17 2017-18 2018-19 2019-20 2020-21 2021-22 2022-23 2023-24 2024-25 2025-26 Fiscal Year Union Budget allocations in ascending chronological order NEP 2020 School Education ₹78,572 cr Higher Education ₹50,078 cr Research & Innovation ₹38,614 cr (+132%) RDI Scheme ₹20,000 cr ECCE (WCD) ₹21,960 cr (flat) Skill Development ₹6,100 cr (+352%) COVID Impact 2021-22 dip ECCE stagnant despite NEP 2020 emphasis Sector categories: School Education (40-45%) Higher Education (26-30%) ECCE (11-17%) Research & Innovation Skill Development (1-3%) NEP 2020 (July 2020) Total 2025-26: ₹1.95 lakh crore (+84% vs 2015-16) Source: RAYSolute analysis of Union Budget documents 2015-2026 | indiabudget.gov.in, PRS India
School Education dominates; R&I shows dramatic 2025-26 spike; ECCE flatlines throughout

Several patterns emerge from this overview. School Education maintains its dominant position but grows steadily. Higher Education follows a similar trajectory. The R&I line shows modest growth until 2025-26, when the ₹20,000 crore RDI scheme creates a dramatic spike. Most concerning is the ECCE line (dashed orange), which remains essentially flat throughout the decade despite NEP 2020's emphasis on foundational learning.

II. Decomposing the Growth: What ₹98,466 Crore of Growth Bought Us

Let's start with what went right. Between 2015-16 and 2025-26, India added ₹98,466 crore to its education and skilling budget. This wasn't mere inflation adjustment—it represented a genuine expansion of the education envelope.

The Wins Worth Acknowledging

Research & Innovation Revolution: The R&I sector emerged as the biggest success story, contributing 29% of total growth despite being only 11% of the 2015-16 base. The ₹1 lakh crore RDI scheme announced in Budget 2025-26 signals a paradigm shift—India is finally treating R&D as strategic infrastructure, not academic luxury. (Note: This R&D surge represents academic and applied research funding. 'Sovereign Deep Tech' capabilities—semiconductors, defense AI, indigenous foundation models—require a different funding architecture, as explored in Part III of this series.)

Skilling's Exponential Growth: The Ministry of Skill Development, created only in November 2014, saw its budget grow from ₹1,350 crore to ₹6,100 crore—a 352% increase. The new ITI Upgradation scheme (₹60,000 crore over five years) represents a mature recognition that we need fewer assembly-line workers and more technicians who can program, maintain, and command robot fleets.

Exhibit 2: How Each Sector Contributed to ₹98,466 Cr Growth
Waterfall Chart: Education Budget Growth Decomposition (2015→2025) How each sector contributed to the ₹98,466 Cr increase — R&I drove 29% of total growth ₹0 ₹50K ₹100K ₹150K ₹200K Budget Allocation (₹ Cr) 2015-16 ₹96,858 Cr Starting School Ed +₹36,353 +86% Higher Ed +₹23,223 +86% R&I +₹28,380 +277% 29% of total growth from R&I ECCE +₹5,760 +36% ⚠ Lowest growth Only 6% of total Skilling +₹4,750 +352% 2025-26 ₹1,95,324 TOTAL GROWTH: +₹98,466 Cr (+102%) Contributors: School 37% | R&I 29% | Higher Ed 24% | ECCE 6% | Skilling 5% KEY INSIGHTS • R&I contributed 29% of growth despite being only 11% of 2015-16 base • ECCE grew slowest despite NEP focus • School Ed remains largest contributor 37% 24% 29% 6% 5% Share of total ₹98,466 Cr growth Source: Union Budget 2015-2026 | RAYSolute Analysis
R&I contributed 29% of total growth—nearly triple its share of the 2015-16 base

III. The Paradox of Priorities: Why Share Matters More Than Size

Here's where the narrative becomes complicated. While absolute allocations grew impressively, education's share of the Union Budget actually declined from 3.5% in 2015-16 to 2.5% in 2025-26. The combined Centre-State education spend remains stuck at approximately 2.9% of GDP (per Economic Survey 2022-23)—far short of the NEP 2020 target of 6%.

Exhibit 3: How Sector Shares Shifted Over 11 Years
Slope Chart: Education Budget Share Shifts (2015-16 → 2025-26) How sector allocations as % of total education budget changed over 11 years — ECCE declined, R&I surged 2015-16 ₹96,858 Cr Total 2025-26 ₹1,95,324 Cr Total School Ed 43.6% School Ed 40.2% -3.4 pp Higher Ed 27.7% Higher Ed 25.6% -2.1 pp R&I 10.6% R&I 19.8% +9.2 pp ↑ ECCE 16.7% ECCE 11.2% -5.5 pp ↓ Skilling 1.4% Skilling 3.1% +1.7 pp BIGGEST GAINER: R&I (+9.2 pp) ₹20,000 Cr RDI scheme in 2025-26 ₹1 lakh crore over 5 years announced Share nearly doubled in single year BIGGEST LOSER: ECCE (-5.5 pp) Despite NEP 2020 foundational focus No dedicated MoE budget line for ECCE Remains under WCD (Anganwadis) Total Growth +102% ₹96,858 → ₹1,95,324 Cr Reading: Lines sloping UP = share increased | Lines sloping DOWN = share decreased | Steeper slope = larger change Source: Union Budget Documents 2015-2026, PRS Analysis | RAYSolute Analysis
R&I gained +9.2 percentage points; ECCE lost -5.5 percentage points

The ECCE Paradox: NEP 2020 declared foundational literacy its top priority with the 5+3+3+4 structure. Yet ECCE's share of the total education and skilling budget declined from 16.7% to 11.2%. (Note: ECCE is primarily funded through Saksham Anganwadi under the Women & Child Development Ministry, not MoE. This analysis includes WCD's education-focused ECCE allocation, not nutrition/health components.) There is still no dedicated Ministry of Education budget line for pre-school education—a structural gap that no amount of policy rhetoric can bridge.

IV. The Efficiency Question: Where Did the Money Go?

A budget is only as good as its utilization. Here, the data reveals a troubling pattern: chronic underutilization plagues several critical schemes, with gaps of 15-40% between Budget Estimates and actual expenditure.

Scheme Utilization Rate Gap Root Cause
Samagra Shiksha 85% -15% State capacity variations
PM POSHAN 88% -12% Supply chain logistics
PMKVY (Skilling) 72% -28% Certification backlogs
DST 61% -39% Project approval delays
RUSA/PM-USHA 48% -52% State matching constraints
ANRF 48% -52% New scheme, slow disbursement
Exhibit 4: Budget Utilization Gaps — BE vs Actual
Dumbbell Chart: Budget Utilization Gaps — BE vs Actual (2022-24) Chronic underutilization across education & skilling schemes — implementation capacity is the binding constraint 0% 25% 50% 75% 100% Budget Utilization Rate → Full Utilization Acceptable (80%) Samagra Shiksha (School Education) 85% 100% -15% PM POSHAN (Mid-Day Meal) 88% -12% RUSA / PM-USHA (State Universities) 48% -52% PMKVY (Skill Development) 72% -28% DST (Science & Tech) 61% -39% ANRF (Research Foundation) 48% RE ₹966 Cr vs BE ₹2,000 Cr -52% Actual Utilization BE (Target 100%) CRITICAL GAPS (Below 50%) • RUSA: 48% — State capacity constraints • ANRF: 48% — New scheme, slow disbursement KEY INSIGHT Implementation capacity, not allocation, is the binding constraint Source: Union Budget RE vs BE 2022-24, CAG Reports | RAYSolute Analysis
Implementation capacity, not allocation, is the binding constraint for several schemes

The Implication: Before demanding more allocation, we must address why existing funds remain unspent. RUSA's 48% utilization rate (based on release of funds vs. Budget Estimates; actual ground spending may vary due to state matching fund delays and UC submission lags) means states are leaving higher education money on the table. The Budget should include a "Capacity Building Fund for Utilization" to help states and institutions spend what they're given.

V. India's R&D Paradox: Impressive Outputs, Structural Underperformance

Perhaps the most striking story in the budget data is India's R&D paradox. Patent grants surged 17x from 5,000 to 85,000. India's Global Innovation Index rank improved from 81st to 39th. Yet GERD (Gross Expenditure on R&D) as a percentage of GDP actually declined from 0.84% to 0.64%.

How is this possible? The answer lies in understanding the difference between efficiency gains and structural transformation.

Exhibit 5: The Divergence — GERD/GDP Declined While Patent Output Surged
The Divergence: GERD/GDP Declined While Patent Output Surged Dual-axis comparison showing structural disconnect between R&D investment intensity and innovation outputs (2010-2025) Summary (2010 → 2025) ● GERD/GDP: 0.84% → 0.64% (↓24%) ● Patents granted: 7.5K → 85K (↑1,033%) GERD as % of GDP 1.0% 0.8% 0.6% 0.4% 0.2% Patents Granted ('000s) 100 75 50 25 0 2010 2013 2016 2018 2020 2022 2023 2025 COVID-19 ANRF 0.84% 0.69% 0.64% Peak 7.5K 25K 65K 85K THE DIVERGENCE Lines cross ~2017 GERD/GDP (%) — Left axis Patents Granted ('000s) — Right axis Key events Divergence zone Source: RAYSolute analysis | DST R&D Statistics, IPO Annual Reports, Economic Survey 2024-25 INSIGHT: Patent efficiency gains mask declining R&D investment intensity — quantity improvement without quality transformation
The lines crossing around 2017 marks the structural divergence — outputs rose while investment intensity declined

The chart above reveals the disconnect clearly. Around 2017, the patent output line (green) begins its steep ascent while the GERD/GDP line (red) continues its decline. This is the heart of India's R&D paradox.

Exhibit 6: India's R&D Paradox — Outputs vs Structural Gaps
India's R&D Paradox: Impressive Outputs, Structural Underperformance (2015-2025) How patent grants surged 17x while GERD/GDP declined from 0.84% to 0.64% ▲ OUTPUT METRICS (The Headlines) Patent Grants (in thousands) 90 60 30 10 0 2015 2018 2022 2025 5K 30K 65K 17x ↑ 85K Global Innovation Index 81st → 39th +42 positions (2015-2024) Resident Patent Share 28% → 55% First time >50% domestic University Patent Filings 3x ↑ 7,405 → 23,306 (2021-24) Women-led Patents 345x ↑ 15 → 5,183 (2015-24) ▼ STRUCTURAL GAPS (The Reality) GERD as % of GDP (Horizontal Bar Comparison) India 0.64% Target 2.0% China 2.4% USA 3.5% S. Korea 4.8% India's Gap -1.36% vs target Private Sector Share of R&D India: 36% Global: 70%+ (US, China, Korea) Budget Utilization (2022-23) DST 61% used DBT 72% used ANRF 48% used THE PARADOX EXPLAINED: Why Outputs Rose While Fundamentals Stagnated Why Outputs Improved: • Patent office efficiency gains (backlog clearance) • Low base effect (17x from 5K is easier than from 500K) • Startup India / GCC defensive filing • NIRF ranking pressure creating filing incentives Why GERD/GDP Declined: • GDP grew 160% vs R&D budget 84% • Private sector stuck at 36% (vs 70%+ globally) • Chronic utilization gaps (15-40% unspent) • Implementation capacity is binding constraint KEY INSIGHT: India achieved efficiency gains without scale transformation. The 2025-26 RDI scheme (₹1L cr over 5 years) targets this gap — but ANRF's 52% utilization shortfall signals capacity constraints remain. Positive outcomes Structural gaps Target benchmark Source: RAYSolute analysis | DST R&D Statistics 2022-23, WIPO, Economic Survey 2024-25
India achieved efficiency gains without scale transformation — the RDI scheme targets this gap

The R&I Success Model: What makes R&I different? Direct funding to capable institutions (IITs, IISc, CSIR labs), minimal state intermediation, and clear output metrics (patents, publications, citations). The lesson: when you fund competent institutions directly with accountability, results follow.

The 2025-26 RDI scheme (₹1 lakh crore over 5 years) represents the most significant attempt to bridge this gap. But ANRF's 52% utilization shortfall in its first year signals that capacity constraints remain the binding factor.

VI. The Growth-Outcome Gap: More Money, But Better Results?

The critical question isn't how much we spend—it's what we get for it. R&I shows remarkable efficiency: a 277% budget increase yielded 17x growth in patent grants (from 5,000 to 85,000) and improved India's Global Innovation Index rank from 81 to 39.

Exhibit 7: Budget Growth vs Outcome Improvement by Sector
Bubble Trajectory: Budget Growth vs Education Outcomes (2015→2025) Comparing allocation increases with measurable outcome improvements; Bubble size = Total sector allocation 0% 100% 200% 300% 400% Budget Growth (2015-16 → 2025-26) → 0% 25% 50% 75% 100% Outcome Improvement → 1:1 Growth = Outcome HIGH EFFICIENCY High growth, High outcome LOW EFFICIENCY High spend, Low outcome School Ed +86% budget, +20% NAS scores ₹78,572 Cr (2025-26) Higher Ed +87% budget, GER 21→28% ₹50,078 Cr (2025-26) Skilling +352% budget 1.1 Cr certified ₹6,100 Cr R&I +277% budget Patents: 5K→85K ₹38,614 Cr ECCE +35% (stagnant) ₹21,960 Cr ECCE: Broken Promise Lowest growth despite NEP foundational focus R&I: Efficiency Leader 17x patent output growth with 2.8x budget increase School Higher Ed Skilling R&I ECCE | Bubble size = Allocation | Arrow = Trajectory Source: Union Budget 2015-2026, AISHE, NAS, IPO | RAYSolute Analysis
R&I is the efficiency leader; ECCE shows lowest growth despite NEP priority

The R&I Success Model: What makes R&I different? Direct funding to capable institutions (IITs, IISc, CSIR labs), minimal state intermediation, and clear output metrics (patents, publications, citations). The lesson: when you fund competent institutions directly with accountability, results follow.

VII. The Structural Architecture: Where the Money Actually Sits

Understanding budget architecture reveals concentration risks. Samagra Shiksha alone commands 52% of the School Education budget. In ECCE, a single scheme (Saksham Anganwadi & POSHAN 2.0) represents 100% of allocation.

Exhibit 8: Scheme-Level Allocations Within Each Sector (2025-26)
Beeswarm Plot: Scheme-Level Allocations by Sector (2025-26) Each dot represents one scheme; size indicates allocation; clustering shows distribution within each sector ₹100 Cr ₹500 Cr ₹2,000 Cr ₹5,000 Cr ₹15,000 Cr ₹45,000 Cr Scheme Allocation (₹ Crores) — Log Scale → School ₹78,572 Cr total Samagra ₹41,250 POSHAN ₹12.5K KVS ₹9.5K SHRI ₹7.5K NVS ₹5.3K Higher Ed ₹50,078 Cr total Central Unis ₹16,691 IITs ₹11.3K NITs ₹5.7K UGC ₹3.3K RUSA R&I ₹38,614 Cr total DST+RDI ₹28,509 CSIR ₹6.7K DBT ₹3.4K ANRF ECCE ₹21,960 Cr total Saksham Anganwadi ₹21,960 (all ECCE) Single Scheme Risk 100% under WCD Skilling ₹6,100 Cr total ITI Upgrade ₹3,000 SIP ₹2.7K CONCENTRATION School: Samagra 52% Higher: Top 3 = 67% R&I: DST 74% ECCE: 100% Dot size = Allocation amount | Clustering shows scheme count within sector | Right = larger schemes Source: Union Budget 2025-26 | RAYSolute Analysis
School Ed has diverse schemes; ECCE shows 100% single-scheme concentration risk

VIII. The Policy Timeline: Reforms That Shaped Budget Architecture

Budget allocations respond to policy architecture. The 2018 Samagra Shiksha merger simplified school education fund flows. NEP 2020 set ambitious targets. And 2025-26's RDI scheme represents the most significant R&D policy shift in decades.

Exhibit 9: Policy Milestones & Budget Impact (2014-2026)
Timeline: Policy Milestones & Budget Impact (2014-2026) How structural reforms shaped education and skilling budget trajectories 2014 2016 2018 2020 2022 2024 2026 Nov 2014 MSDE Created First dedicated skill ministry → ₹1,350 Cr (2015) Apr 2018 Samagra Shiksha SSA + RMSA + TE merger → single fund flow → ₹34,000 Cr NEP 2020 6% GDP target 5+3+3+4 structure ECCE integration → Promise gap Sep 2022 PM-SHRI Schools 14,500 exemplar schools → ₹27,360 Cr (5yr) 2024 ANRF + ITI ANRF: ₹50K Cr ITI: ₹60K Cr Capacity building 2025-26 RDI Scheme ₹1L Cr (5yr) 2021-22 COVID Dip -3.4% total budget 2018-2025 ECCE Flatline ₹20-22K Cr stuck No MoE budget Chronic Utilization Gaps RUSA: 48% ANRF: 48% ₹1.95L Cr ₹97K Cr Major Reform Scheme Launch Capacity Building Challenge/Gap Stagnation Budget trajectory Source: Union Budget Documents, Ministry Reports | RAYSolute Analysis
Major reforms shaped budget architecture; ECCE stagnation and utilization gaps remain challenges

IX. The Deep Tech Imperative: A Strategic Pivot That's Working

The 2025-26 budget's ₹20,000 crore RDI allocation deserves special recognition. For the first time, India is treating deep tech investment as a national security imperative.

Global Context

United States: The CHIPS & Science Act allocated $13 billion specifically for semiconductor workforce development—recognizing that a $10 billion fab is worthless without engineers to run it.

China: The "Double First-Class" initiative pours billions into strategic disciplines—quantum, aerospace, and AI—turning university labs into dual-use R&D engines.

India's Response: The RDI scheme, ANRF, and semiconductor education initiatives suggest India is finally joining this strategic competition.

X. The Dark Factory Warning: Why Cheap Labor Won't Save Us

While we celebrate skilling budget growth, we must confront an uncomfortable truth: the jobs we're training people for may not exist in 2035. China's "dark factories"—fully automated manufacturing plants—produce smartphones without human presence.

The Strategic Shift Required: India doesn't need more "hands" to assemble phones; we need "minds" to design, program, and command the robot fleets. The Budget should aggressively fund mechatronics, robotics maintenance, and AI-assisted manufacturing training.

XI. The Grassroots Innovation Opportunity

While chasing quantum computing and AI, we risk ignoring India's unique competitive advantage: frugal engineering. The world needs scalable, low-cost technology—automated harvesting for small farms, low-energy cold chains, water purification at scale.

Proposal: District Innovation Sandboxes

Attach innovation labs to Tier-2/3 engineering colleges. Create a "Lab-to-Land" Bridge Fund offering ₹50 lakh grants to student-faculty teams who can turn local prototypes into manufacturable products.

The Philosophy: Stop trying to be Silicon Valley. Become the global hub for "Hard Tech" that solves real problems at scale.

Exhibit 10: Year-Wise Budget Allocation Patterns (2015-2026)
Ridgeline Plot: Union Budget Education Allocations (2015-2026) Year-wise allocation patterns showing School Ed dominance, ECCE stagnation, and 2025-26 R&I surge ₹0 ₹25K Cr ₹50K Cr ₹75K Cr ₹100K Cr Budget Allocation (₹ Crores) → 2015-16 2017-18 2019-20 2021-22 2023-24 2025-26 School ₹78,572 Cr R&I Surge 2025-26 ₹38,614 Cr (+132%) COVID Dip 2021-22: -3.4% ECCE Flatline ₹16-22K Peak positions (left to right): Skilling → R&I → ECCE → Higher Ed → School Ed | Wider spread = larger inter-sector gaps | Height = relative magnitude Legend 2015-16 2017-18 2019-20 2021-22 2023-24 2025-26 Total: ₹1.95L Cr Source: Union Budget 2015-2026 | RAYSolute Analysis
School Ed dominance persists; R&I surge in 2025-26 clearly visible; ECCE flatlined throughout

The Path Forward: Balanced Optimism

India's education budget story is not one of failure—it is one of progress without proportionality. We have grown allocations, launched strategic initiatives, and begun recognizing R&D as national security. These are genuine achievements.

But we have also allowed ECCE to stagnate, tolerated chronic underutilization, and let education's share of the budget decline. The NEP 2020 vision of 6% GDP spending remains a distant aspiration.

Budget 2026-27 must answer: Are we building the strategic capabilities required for 2047—or just keeping the existing system running a little longer?

Aurobindo Saxena - Founder & CEO, RAYSolute Consultants

Aurobindo Saxena

Founder & CEO, RAYSolute Consultants

Aurobindo has 23+ years of experience in India's education sector and is a Forbes India contributor with 70+ published articles and 15+ industry reports. He specializes in education strategy, policy analysis, NIRF rankings consulting, and institutional transformation.

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