State industrial and sectoral policies in India follow a predictable script: a glossy notification with big round-number targets, a launch event, and — a few years later — silence, unless a minister needs a good headline. The gap between the target in the policy PDF and what a citizen, investor or auditor can actually verify on the ground is where most of the interesting information lives. This piece tries to close that gap for five state policies using government portals, state assembly and budget data, and independently reported figures — not press-release adjectives.

We started with five candidates: Uttar Pradesh's EV policy, UP's Bioenergy policy, Haryana's "backward and forward linkages" scheme, Andhra Pradesh's food processing policy, and Karnataka's alcohol/excise policy. All five now carry real, sourced numbers below. Haryana's linkage scheme and Andhra Pradesh's food processing policy took a second pass — the first pass turned up mechanism descriptions and aspirational figures, not verifiable outcome data. Details on why, below.

Why this took two passes

On the first pass, Haryana's "backward and forward linkages" policy looked thin because the obvious source — the Haryana Backward and Forward Linkage Scheme run through the Directorate of MSME's Business Development & Ancillarisation Cell — describes what the mechanism is supposed to do (get MSMEs positioned as Tier-1/Tier-2 suppliers to anchor OEMs) without publishing how many linkages actually happened. What turned up on a deeper pass was a different, better-documented anchor: the Haryana Agri-Business and Food Processing Policy, 2018, which has its own investment/job targets, a specific linkage clause (Section 5.2.4), and — critically — enough adjacent scheme data (Mega Food Park status, crop-diversification acreage, the Crop Cluster Development Programme's own in-year targets, cane-arrears figures) to build a real verdict against. Section 4 below uses that policy.

On the first pass, Andhra Pradesh's food processing policy looked too new to judge because the current ₹30,000-crore, 2024-29 target had only just been announced. What we missed the first time is that the policy document itself (Food Processing Policy 4.0, G.O.Ms.No.71) contains its own decade-long retrospective — real, checkable 2014-2024 delivery numbers against which the new target can be judged, plus enough independent commodity-chain reporting (mango, chilli, aqua/shrimp) to assess whether the processing infrastructure that does exist is actually translating into farmer value capture. Section 5 below uses that baseline.

Best sources for the original three: for UP's EV policy, the state's own EV Subsidy Portal and government-sourced disbursement figures reported by Free Press Journal; for UP's Bioenergy policy, the original Invest UP policy document cross-checked against independent capacity tracking from the Centre for Science and Environment and Down To Earth; for Karnataka's excise regime, multi-year revenue-vs-target reporting from the Deccan Herald and PRS Legislative Research's Karnataka Budget Analysis. Sources for Haryana and Andhra Pradesh are listed alongside the other three at the bottom of this piece.

1. Uttar Pradesh EV Manufacturing & Mobility Policy, 2022

Objectives and targets

Notified on 14 October 2022 and valid for five years, the policy set out to make UP a national EV manufacturing and adoption hub through a three-part incentive structure: purchase subsidies for buyers, capital and production-linked incentives for manufacturers of EVs, batteries and components, and support for charging/swapping infrastructure. The headline targets reported at launch were investment of over ₹30,000 crore and 10 lakh (1 million) direct and indirect jobs. On the manufacturing side, the policy dangled a 30% capital subsidy — capped at ₹1,000 crore per project — for the first two "ultra-mega" battery projects of ₹1,500 crore or more and at least 1 GWh capacity.

What the real numbers show

On the adoption side — the half of the policy that runs through a public subsidy portal and therefore leaves an auditable trail — the state has real, disbursement-level numbers, not just registration counts:

That is a genuinely strong, verifiable, accelerating adoption curve — the roughly 50% gap between vehicles approved for subsidy and vehicles actually paid is normal processing lag rather than evidence of non-delivery, and the year-on-year trend (15,091 → 13,950 → 47,514) shows a dip in FY2024-25 before the FY2025-26 surge — the underlying growth is real once it started, but it was not a smooth, uninterrupted climb.

The manufacturing and jobs half of the policy is where the trail goes cold. We found individual, real, named projects that plausibly ride on the policy's incentive structure — an iNVERGY battery energy storage "gigafactory" in Dasna (3 GWh capacity, inaugurated May 2026), a GoodEnough Energy 7 GWh battery storage facility in Noida (commissioned January 2026, with plans to scale to 25 GWh), and a BatX Energies critical-minerals/lithium-battery-recycling plant. These are real, but they are announcements of individual private projects, not a state-published tally of cumulative investment realized against the ₹30,000-crore target, nor any public count of jobs created against the 10-lakh target. Neither Invest UP nor the transport department's subsidy portal publishes a running scoreboard for the manufacturing side the way it does for consumer subsidies. Two of the flagship ₹1,500-crore "ultra-mega battery project" slots the policy specifically created incentives for do not appear, in anything we could find, to have been publicly confirmed as filled.

2. Uttar Pradesh State Bio-Energy Policy, 2022

Objectives and targets

Notified in September 2022 with an online portal live from 15 October 2022, the policy aims to convert UP's large agricultural-residue and cattle-waste base into compressed biogas (CBG), bio-coal, bioethanol and biodiesel. Its numeric targets, all pegged to 2026-27, are specific: 1,000 tonnes per day (TPD) of CBG, 4,000 TPD of bio-coal, and 2,000 kilolitres/day of combined bioethanol and biodiesel — plus a minimum of one bioenergy unit per tehsil, roughly 350 units statewide. The state sanctioned ₹1,040.75 crore for the scheme, with up to ₹750 crore earmarked for CBG projects alone (a subsidy of ₹75 lakh per tonne of installed CBG capacity, capped at ₹20 crore per plant).

What the real numbers show

This is the one policy of the three where we could not find a state-published implementation dashboard at all — no CBG-plant count, no realized-investment figure, and no update against the 1,000 TPD target on UPNEDA's (Uttar Pradesh New and Renewable Energy Development Agency) own materials that we could access. What we could establish came from independent tracking rather than the state itself:

• Independent CBG-sector tracking (via industry/trade reporting cross-referenced with CSE's Uttar Pradesh-specific study) puts UP at roughly 32 functional CBG plants as of early-to-mid 2026 — the highest count of any Indian state, with a further ~55 projects reported in the pipeline.
• 32 operational plants is a real, positive number and does make UP the national CBG leader. But the policy's target is expressed in capacity (1,000 TPD), not plant count, and none of our sources report a cumulative operational TPD figure to compare against that target. Individual CBG plants in India typically run at 5–20 TPD scale, which would put UP's current operational capacity at a rough order of magnitude of 150–650 TPD even under generous assumptions — meaningfully short of 1,000 TPD, though we could not find an official aggregate to confirm the exact gap.
• Down To Earth's contemporaneous analysis of the policy (published shortly after notification) flagged execution risk up front — calling the policy "good on paper" while warning that feedstock aggregation, land requirements (a 10-TPD CBG plant needs roughly 10 acres of installation plus 25 acres of storage) and logistics in a fragmented-landholding state would be the binding constraints, not subsidy design.
• We found no public figure — from the state, from an assembly reply, or from independent reporting — for the bio-coal (4,000 TPD) or bioethanol/biodiesel (2,000 KLD) targets specifically, beyond individual project sanctions like a reported ₹550-crore batch of biogas/biodiesel project approvals in October 2023, per Business Standard.

3. Karnataka's Excise / Alcobev Policy Regime

Objectives and targets

Karnataka's liquor policy is less a single named "investment policy" than an annually reset excise revenue and licensing regime, layered recently with an explicit industry-facing reform: in 2026 the state scrapped state-controlled retail pricing (manufacturers no longer need excise department sign-off on MRP), moved toward ABV-based taxation, simplified label approvals and licence renewals, and — notably — committed to policy stability for the alcobev sector through 2030 to encourage manufacturing investment. On the fiscal side, each state budget sets an explicit excise revenue target, which functions as the closest thing this policy area has to a delivery benchmark.

What the real numbers show

Because excise revenue is collected and reported monthly by the state's own Commercial Taxes/Excise department and picked apart annually by PRS Legislative Research's budget analyses, this is the most transparent, hardest-numbers policy of the three we examined — precisely because it's a tax stream, not a subsidy scheme people have to apply for:

The pattern across the three years we could fully close out is consistent: Karnataka sets an ambitious excise target each budget, misses or downgrades it mid-year, but still posts real year-on-year revenue growth (12.7% in the most recent comparable period) — so this is not a policy that's failing, it's a policy whose government habitually overshoots its own forecasting rather than its underlying performance. On the industry-investment side of the 2026 reform (ending price controls, the 2030 stability pledge), it is simply too soon for delivered numbers — investment decisions with multi-year lead times won't show up in data yet, and we did not present any as if they had.

4. Haryana's Backward and Forward Linkages Policy

Objectives and targets

The operative document is the Haryana Agri-Business and Food Processing Policy, 2018 (notified 4 June 2018): ₹3,500 crore of investment, 20,000 jobs, a 10-percentage-point rise in perishables processing, and 14% of Haryana's cropped area under horticulture within five years. Its Section 5.2.4 specifically funds "backward and forward linkage" support — a 50% capital subsidy on farm-gate collection centres and front-end distribution hubs, capped at ₹2.5–3.5 crore per project, for a maximum of 20 projects statewide. One structural quirk worth flagging up front: the policy's own Annexure-1 excludes oil extraction, rice shelling, pulses and flour milling — the commodities that actually dominate Haryana's processing industry — from benefiting.

What the real numbers show

No government body has ever published a consolidated scorecard against the 2018 policy's own ₹3,500-crore/20,000-job targets — not even in aggregate. What does exist, across several adjacent schemes and audits, tells a fairly consistent story of underdelivery on the two structural pillars (food parks as forward-linkage anchors, crop diversification as backward-linkage raw material) alongside some genuinely functioning narrower instruments:

The institutional picture has also shifted underneath this policy in 2025: the Haryana Enterprises Promotion Policy, 2020 — a draft notification that folded food-processing linkages into Haryana's broader industrial framework but does not appear to have been formally enacted — has now been superseded by the Make in Haryana Industrial Policy 2026, targeting ₹5 lakh crore of investment and 10 lakh jobs. That successor policy, however, is restructured to cover only large, mega and ultra-mega enterprises; MSMEs — where most food processors actually sit — are being split out into a still-pending Haryana Progressive MSME & Export Policy. As of this writing, that MSME-specific successor has not been notified, which is a live governance gap for exactly the size of business the original 2018 linkages policy was built to help.

5. Andhra Pradesh's Food Processing Policy

Objectives and targets

Andhra Pradesh has cycled through three policy generations: 2015-20, 2020-25 (G.O.Ms.No.93, 30 December 2020), and the current Food Processing Policy 4.0, 2024-29 (G.O.Ms.No.71, 26 October 2024). The G.O. itself does not state one hard investment number, but Industries Minister TG Bharath has publicly targeted ₹30,000 crore of investment and 3+ lakh jobs over the policy's five-year term, built around cluster-based development across 22 named commodities (mango, chilli, aqua/shrimp, cashew, turmeric, dairy, millets and more), aiming to cut post-harvest losses currently stated at 15–20% of output.

What the real numbers show

Unusually for a state industrial policy, the 2024-29 document itself contains an honest retrospective baseline: cumulative investment across the entire prior decade, 2014-2024, was ₹9,178 crore from 428 processing units — meaning the new ₹30,000-crore, five-year target implies delivering at more than six times the annual pace of the previous ten years (₹9,178cr/decade ≈ ₹918cr/yr vs. ₹30,000cr/5yr = ₹6,000cr/yr).

The physical enabling infrastructure — parks, cold storage, cluster designations — has genuinely expanded across all three policy generations, and that's a real, checkable result. But the pattern repeats across every commodity chain examined: raw or semi-processed export still dominates, and farmgate price capture lags the policy's own rhetoric. On the investor-summit side, opposition-aligned reporting alleges the MoU figure at the 2025 CII Partnership Summit in Visakhapatnam "shifted overnight from ₹9 lakh crore to ₹13 lakh crore," and separately claims only ~2% of the ₹19 lakh crore in MoUs signed during the Chief Minister's 2014-19 tenure ever materialized (₹35,000 crore). Treat that 2% figure as a partisan allegation, not an audited number — but the general pattern of investor-summit MoU inflation is well documented nationally, and no AP-specific CAG or RTI audit of the food processing policy specifically was found to independently confirm or refute it.

Comparative verdict: which policy is actually performing best?

Ranked on the strength of verifiable delivery against stated targets, not on rhetoric:

1. Karnataka's excise/alcobev regime comes out strongest on data quality (monthly, audited-adjacent, third-party-tracked revenue) and on trend (consistent double-digit growth), even though it habitually misses its own budgeted targets. It's the one policy here where we can say with confidence what is actually happening year to year, because tax collection is inherently harder to fudge than a subsidy-portal count or a policy PDF — though even here, CAG has flagged ₹600 crore-plus of specific excise under-assessment/leakage risk in past audit cycles, and the "curbing illicit liquor" objective has no confirmed recent (2024-26) delivery data either way.
2. UP's EV policy is a split verdict: genuinely strong and accelerating on the consumer-adoption side (a real, auditable subsidy trail, UP the #1 state EV market by volume), but structurally opaque on the manufacturing-investment and jobs side — which was the policy's actual stated purpose. Being ahead on the easier half and unmeasurable on the harder half is not the same as "on track."
3. Andhra Pradesh's food processing policy sits in the middle: genuinely real, checkable infrastructure growth (9 operational food parks, thousands of pack houses and cold storages) against a policy document unusually honest about its own decade-long track record. But every commodity chain examined shows the same value-capture gap, and the new target requires more than six times the realized pace of the prior decade.
4. Haryana's linkages policy ranks below AP: the structural pillars (anchor food parks, diversified backward-linkage acreage) show clear, quantified underdelivery — not just absence of data — and the policy framework itself is mid-transition, with food-processing MSMEs currently sitting between an expired policy and an unwritten successor.
5. UP's Bioenergy policy ranks last, not because the underlying result (most CBG plants of any Indian state) is bad, but because the policy itself set a hard capacity target for 2026-27 and, with roughly a year to go, there is no public source — government or independent — that states where the state actually stands against that number. Real progress, but running dark against its own deadline.

The throughline holds across all five, not just the original three: the more a policy's outcome is collected as routine tax/revenue data (Karnataka) or runs through a transactional subsidy portal (UP EV, adoption side) or a state's own honest retrospective baseline (AP), the more verifiable it is. The more a policy depends on private capital investment decisions and state agencies to self-report progress (UP EV manufacturing, UP Bioenergy capacity, Haryana's anchor-linkage counts), the more the "delivered" number simply doesn't exist in public — or, in Haryana's case, exists and shows a clear shortfall.

Why the record looks like this: two names for the same gap

Every policy examined here has the same underlying structure: a state government (the agent) is entrusted with public money and a mandate by its citizens and legislature (the principal), and the principal cannot directly observe whether the agent is actually delivering — only what the agent chooses to report. This is the textbook principal-agent problem, and it predicts exactly the pattern found across all five policies: outcomes that run through a transactional system with a built-in, hard-to-fake trail (a subsidy portal disbursing to individual bank accounts, a tax collected monthly by an outside body) are the ones with real data, while outcomes that depend on the agent self-reporting progress against its own targets (manufacturing investment, jobs created, linkages formed) are exactly the ones that go dark. UP's EV policy is the clean natural experiment: one half of the same policy runs through an auditable disbursement portal and the other half doesn't, and the verifiable half is also the only half we could actually score.

George Akerlof's 1970 "market for lemons" model, built around used cars, describes a different but related problem: when a seller knows more about a product's quality than a buyer does, and the buyer can't tell a good product from a bad one before purchase, low-quality goods can drive high-quality goods out of the market entirely, because buyers rationally discount every offer to account for the risk of getting a lemon. Applied to state policy announcements, a citizen or investor reading five state industrial-policy press releases faces the same problem: some of those five outcomes are genuinely strong (UP's EV adoption curve), some are genuinely weak (Haryana's linkages scheme), and from the press release alone, they are indistinguishable. The rational response, once that's understood, is to discount every state's self-reported target-vs-actual claim until it can be traced to a named, verifiable project or a third-party-collected number — precisely the standard this piece tried to apply throughout.

What this can't tell you

• No independent, scheme-specific CAG performance audit exists for any of the five. We looked specifically for a state CAG performance audit covering each policy's stated outcomes, and did not find one for any of the five schemes by name. Karnataka's general State Revenue audits do flag excise-sector leakage in aggregate, and Haryana's Mega Food Park issues surface in a national ICRIER evaluation — but neither is a targeted audit of the specific policy examined here. All other "actual" figures above are either the state's own self-reported portal/press data or independent industry/media tracking. Self-reported does not mean false, but it is not the same evidentiary standard as an audited figure.
• Data recency varies by section. The UP EV subsidy figures are current through roughly Q2 FY2026-27 (Apr–Jun 2026). The Karnataka excise figures for 2025-26 are a partial year (through February 2026) at the time of writing. The UP Bioenergy plant count and the Haryana/AP figures are drawn from reporting dated through mid-2026 and may already be stale by the time you read this.
• We could not find a single official, consolidated dashboard for any of the five policies. Every figure here was assembled from a different combination of government portals, budget documents, policy-document retrospectives, and independent/trade press — which is itself a finding: none of these five state governments publishes a running, one-stop scorecard of policy targets vs. actuals, forcing exactly this kind of stitching-together exercise.
• Manufacturing-investment and job-creation claims are the weakest category across the board. Wherever a policy's success depends on counting private capital actually deployed (UP EV manufacturing, UP Bioenergy plant investment, AP's ₹30,000-crore target, Haryana's linkage counts) rather than a public transaction (a subsidy payout, a tax collection), the public record thins out sharply. Treat any round-number "₹X crore invested" or "Y jobs created" claim from any of these five governments as an intent figure until you can trace it to a named, verifiable project.
• The AP "2% MoU conversion" figure and some Karnataka critiques cited above come from opposition-aligned or partisan-adjacent sources (Sakshi Post for AP; Organiser for Karnataka). We've flagged those specifically in the sections above; the broader pattern each claim illustrates — investor-summit MoU inflation, budget-target overshoot — is independently well documented, but the precise percentages from partisan sources should be treated as allegations, not audited figures.

Sources

• UP EV Subsidy Portal, Transport Department, Government of Uttar Pradesh
• "UP: EV Subsidy Approvals Surge 241% In FY-26," Free Press Journal
• Uttar Pradesh Electric Vehicle Manufacturing and Mobility Policy, 2022 (official notification, Invest UP)
• "UP govt's new EV policy... aims for 10 lakh new jobs," Business Today
• Uttar Pradesh State Bio-Energy Policy-2022 (official notification, Invest UP)
• "Uttar Pradesh's Bioenergy Policy: Good on paper, execution may be tricky," Down To Earth
• "Compressed Biogas (CBG): The Case of Western Uttar Pradesh," Centre for Science and Environment
• "India's CBG sector gains momentum, but challenges remain," REGlobal
• "Karnataka in high spirits as excise revenue clocks uptick," Deccan Herald
• Karnataka Budget Analysis 2024-25, PRS Legislative Research
• "Karnataka government fails to reach target in tax collection," Organiser
• "Karnataka Bets Big on Alcobev Growth, Promises Policy Stability Till 2030," Aabkari Times
• "Karnataka Ends Liquor Price Controls in Major Policy Reform," Inter-Bev Global
• Notification of Haryana Backward and Forward Linkage Scheme, Directorate of MSME, Haryana
• Haryana Enterprises Promotion Policy, 2020 (draft notification)
• "Andhra Pradesh, Maharashtra, and Punjab lead in Mega Food Park projects under PMKSY," ANI
• Haryana Agri-Business and Food Processing Policy, 2018, and FCI-warehouse-MSPvsMSV research project (Haryana food-processing linkages evaluation, local research, 2026)
• Andhra Pradesh Food Processing Policy 4.0, 2024-29 (G.O.Ms.No.71, 26 Oct 2024)
• "Totapuri mango loses value despite export potential," Deccan Chronicle
• "10 key areas for promotion of aquaculture sector and seafood exports in Andhra Pradesh," GFST

This analysis is based on publicly available government and market data cited in the article above. It is provided for informational and research purposes only and does not constitute investment, legal, or policy advice.

About this article: Researched, written and edited by Umashankar Triplicane Dwarakanathan, with AI research assistance; every figure is meant to trace to the primary source cited. See the Editorial Policy for how sourcing, AI use and corrections work.