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Decarbonising Indian Cement: A Net-Zero Roadmap

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Cement is among the most carbon-intensive materials in the world. Hence, the Indian cement industry needs to chart a practical path to decarbonisation as the country aggressively pursues its green infrastructure goals.

Cement is the lifeblood of modern construction, but it is also among the most carbon-intensive materials in the world. As India’s infrastructure boom continues, balancing the nation’s development priorities with climate commitments has never been more urgent. Cement contributes nearly 7–8 per cent of global CO2 emissions, largely due to the energy-intensive nature of clinker production and the chemical process of calcination. Against this backdrop, the Indian cement industry sits at the crossroads of an immense challenge and an equally significant opportunity: to become a global leader in decarbonised construction.
Sudeshna Banerjee, Managing Director, PS Digitech-HR (India), states, “Cement is literally the backbone of modern construction, but it is also one of the most carbon-intensive materials in the world. As the world races towards net zero, the cement sector faces both an enormous challenge and the unique opportunity to evolve, innovate, adapt and lead the way in sustainable construction.”
Her framing reflects the stark reality. While India’s cement plants are among the most efficient globally in terms of energy consumption per tonne, the scale of India’s construction pipeline — highways, affordable housing, metros, airports, and renewable energy infrastructure — means demand for cement will continue to rise. Without decisive decarbonisation, this growth could lead to rising national emissions, undermining India’s climate pledges.
This makes cement decarbonisation not just an industry issue but a national economic and policy priority.

Pathways to low-carbon cement
Vimal Kumar Jain, Technical Director of Heidelberg Cement, highlights the need to diversify beyond ordinary Portland cement (OPC). “Traditional OPC has a clinker factor exceeding 90 per cent, resulting in a carbon footprint of around 675 kg CO2 per tonne of cement. In comparison, composite cement with a clinker factor of 35 per cent can go as low as 260 kg CO2 per tonne,” he explains.
These numbers illustrate how clinker substitution alone can cut emissions by more than half.
Blended cements such as Portland Pozzolana Cement (PPC) and composite cements reduce reliance
on energy-intensive clinker by incorporating supplementary materials like fly ash, slag, calcined clays or silica fume.
Globally, Europe has pushed ahead with performance-based standards, allowing lower clinker factors while ensuring durability and strength. In India, however, tender specifications and regulatory standards still mandate OPC in many projects. Jain argues, “Wider acceptance of blended cement is crucial, especially among large construction firms and government tenders. This shift is essential, considering the finite nature of limestone deposits that we need to preserve for future generations.”
This is not just an environmental imperative — it is also a resource security strategy for India.

AFR and circular economy: Turning waste into energy
The use of Alternative Fuels and Raw Materials (AFR) is another pillar. AFR involves replacing fossil fuels such as coal and petcoke with biomass, refuse-derived fuel (RDF), and other industrial or municipal waste streams. Dr Ulhas Parlikar, Global Consultant (for waste management, circular economy and policy advocacy), notes, “When scaling AFR, quality and consistency are crucial. Feeding has to be uniform and precise, and chloride content must be managed. Otherwise, combustion efficiency and clinker quality suffer.”
He also points to a less discussed but critical issue — odour. As AFR volumes rise, odour from waste-derived fuels can impact workers and communities, underscoring the need for advanced pre-processing and odour management technologies.
Emphasising the need for collaboration, Dr Parlikar says, “When we can store grains for years together, why can’t we store biomass? Policy frameworks must enable collection, pre-processing, and procurement models for RDF and biomass. Farmers, municipalities, and cement companies must be aligned to unlock this potential.”
This is particularly relevant in India, where stubble burning is a seasonal air pollution crisis. Redirecting agricultural residues into AFR use could create a win–win — reducing urban smog while decarbonising cement kilns.

Research and innovation: The technology roadmap
From a researcher’s perspective, Dr S B Hegde, Professor, Jain College of Engineering & Technology, Hubli and Visiting Professor, Pennsylvania State University, USA, lays out a phased technology roadmap:

  • Short-term (2025–2030): AFR expansion, AI-optimised blending, SCMs, and LC3.
  • Medium-term (2030–2040): Hydrogen-based fuels, large-scale digital twins.
  • Long-term (2040+): Carbon Capture, Utilisation, and Storage (CCUS) at scale, new clinker chemistries and deep structural shifts.

He warns that progress requires not only new technologies but also regulatory reform. “We are still working on prescriptive codes in India. Other countries use performance-based standards, which enable higher SCM substitution without compromising durability. India must adopt similar standards,” Dr Hegde adds.
This shift would remove a key bottleneck: the inability of cement companies to introduce innovative low-carbon products into mainstream projects due to rigid specifications. Addressing the competency and skill gaps of cement plant staff is essential,
he emphasises.
According to Kiranmai Sanagavarapu, Program Manager, Clinker Decarbonisation, FLSmidth Cement, technology can ensure that variability in fuels and raw materials does not compromise quality. “Digitalisation is less about gadgets; it is about confidence. Every time you lower a clinker factor or push alternative fuels, you introduce variability. What keeps plants and customers confident is the ability to measure, predict and stabilise in real time,” she says.

Examples include:

  • Kiln predictive controls that maintain flame stability even with high AFR substitution
  • Automated labs and analytics that enable consistent production of LC3 or composite cements despite variable raw materials
  • Continuous gas analysis and remote services that make troubleshooting proactive rather than reactive

These tools turn decarbonisation from a series of risky experiments into a scalable, repeatable process.

The financing challenge
Transitioning to net-zero cement is capital-intensive. CCUS projects alone require hundreds of millions of dollars per plant. For India, where cement is a highly competitive and price-sensitive sector, this creates tension between sustainability goals and
cost pressures.
Darshak Mehta, Energy Sector Group Consultant, Asian Development Bank (ADB), explains, “Once you know the price of CO2, that will automatically drive the forces in the right direction. Without carbon pricing, it is difficult to know which technology to pick and at what price point.”

ADB has explored multiple avenues:

  • Feasibility studies to test CCUS in Indian cement plants.
  • CCUS readiness assessments — integrating space, cooling, and design features into new plants at minimal extra cost.
  • Blended finance models, where concessional funds de-risk projects for private investors.
  • Carbon credit pre-purchase mechanisms, similar to the CDM era that provide upfront liquidity.

He emphasises the need for CO2 hubs, shared infrastructure for capture, transport, and storage. Such hubs, if developed in India, could lower costs by pooling investments across industries. “Policy drivers that create demand will start the production and financing cycle,” states Mehta.

Taking a lead in decarbonisation
According to Lovish Ahuja, Chief Sustainability Officer, Dalmia Cement (Bharat), the company reduced its footprint to 456 kg CO2 per tonne in FY25, from 670 kg ten years ago. “Our blended cement portfolio now stands at 85 per cent, renewable energy penetration is 40 per cent and targeted to reach 65 per cent by 2030, even as we double capacity. Our aspirational target is carbon negativity by 2040. While challenging, it is possible through a portfolio of solutions: clinker factor reduction, renewables, AFR, digitalisation and CCUS.”
He captures the essence of their strategy in one line: “Clean and green is profitable and sustainable.” This message is crucial in a sector often seen as “choosing between cost and climate.” Dalmia’s journey shows sustainability can strengthen competitiveness rather than weaken it.
Sharing the example of Heidelberg’s Brevik project in Norway, Jain says, “The Brevik project is the world’s first full-scale cement CCUS installation, designed to capture 400,000 tonnes of CO2 annually — about 50 per cent of the plant’s emissions. Captured carbon is liquefied, transported by ship, and permanently stored under the seabed in the North Sea. The total investment is €500 million, of which 75–80 per cent is supported by the Norwegian government.
For India, replicating such projects will require strong state support. Jain argues that without concessional finance or incentives like lower GST, CCUS will remain out of reach for Indian plants despite its necessity in the long run.

Policy and standards: Enabling change
India’s cement industry is already globally competitive on energy efficiency, often beating Western plants in Specific Energy Consumption (SEC). But gaps remain:
• Clinker factor: Global best is ~0.60; India averages ~0.70
• AFR substitution: EU averages 30–40 per cent; India is ~18 per cent
• Digitalisation: Europe and South America are ~60 per cent digitised; India ~20 per cent
• CCUS pilots: Europe and China have 5–10 per cent cement capacity under pilots; India is below 1 per cent

Bridging these gaps will determine India’s ability to remain competitive under frameworks like the EU Carbon Border Adjustment Mechanism (CBAM), which from 2026 will tax imports based on embedded carbon. Without rapid decarbonisation, Indian cement exports could face significant tariffs.
To achieve decarbonisation goals, Ahuja emphasises collaboration between all stakeholders. “Decarbonisation is not one silver bullet; it should be seen as a portfolio solution. Partnerships with waste processors, suppliers and policymakers are equally important.”

Industry experts urge the government to:
• Shift from prescriptive codes (mandating minimum clinker content) to performance-based standards.
• Integrate green procurement into CPWD, NHAI and smart city projects.
• Support CCUS and renewables with tax incentives, subsidies and concessional finance.
• Facilitate carbon credit trading, enabling cement companies to monetise their reductions.

Sudeshna Banerjee notes, “This (decarbonisation) journey is not for a single company or institution. It will take the collective will of industry, policymakers, researchers and financiers to make sustainable cement the new norm.”

Cementing a greener future
The decarbonisation of the Indian cement industry is both an engineering challenge and a systems challenge. It will require bold investments in CCUS, creative business models around AFR, enabling policy frameworks, and above all, a shift in mindset across the value chain. “Readiness is key — design plants to be adaptable so they can scale when policy and finance align,” opines Kiranmai Sanagavarapu.
India has the potential not only to meet its net-zero 2070 pledge but to emerge as a global pioneer in sustainable cement production. By embracing blended cements, scaling AFR, leveraging digitalisation, and securing climate finance, the sector can lead India’s green industrial revolution.
With readiness, collaboration, and vision, the Indian cement industry can truly become the green backbone of tomorrow’s infrastructure.

(This article is based on the virtual panel discussion on ‘Sustainability in Cement: Decarbonising the Backbone of Construction,’ organised by FIRST Construction Council and Indian Cement Review, in association with FLSmidth Cement, on Sept 25, 2025)

Concrete

CarbonStrong Raises Rs 125 Million To Scale Low Carbon Cement Tech

To build capacity of 100,000 tonnes a year

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CarbonStrong has raised Rs 125 million (125 mn) to scale a low carbon cement technology and build commercial production capacity. The startup was founded in 2022 by Harsh Jain and Vikramaditya Singh and has moved from customer trials to plans for industrial supply. The company said its material replaces up to 50 per cent of cement in concrete while reducing costs and improving durability.

CarbonStrong states the product is around 30 per cent cheaper than cement and compatible with existing concrete plants, reducing the need for new equipment and operational disruption. Trials and paid pilots have been conducted in Bengaluru, Hyderabad and Chennai with demonstration projects involving ready-mix firms and precast manufacturers. Compatibility with current workflows forms a central part of the commercial strategy, aiming to ease adoption by builders and contractors.

The funding will support construction of a facility with capacity of up to 100,000 tonnes (100,000 t) a year over the next two years to supply early customers commercially. The firm is also developing materials from steel slag, copper slag and mine tailings to expand its feedstock base, while noting the technical challenge of homogenising different waste streams. Recognition by HCL ClimaForce in 2026 and by the Avaana-Startup India-NITI Aayog AIM Grand Challenge in 2025 has underscored progress.

Industry adoption remains the principal test and will require consistent material performance, supply reliability and competitive economics. CarbonStrong projects the Indian market for cement substitutes could reach Rs 250 billion (250 bn) by 2030 and has set an ambition to produce 10 million tonnes a year by 2035 (10 mn t), a target far above its near term capacity. Moving from pilots to production demands capital, manufacturing discipline and customers willing to specify the material beyond demonstrations. The recent Rs 125 million raise is intended to fund the next phase of scale and to demonstrate that industrial waste can become a dependable input for lower carbon construction.

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Protect Your Margins

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In a research-backed article, Dr SB Hegde examines why carbon-adjusted profitability and LC3 will decide the next set of winners in cement manufacturing.

The Indian cement industry has achieved world-class operational efficiency through lower specific energy consumption, high plant utilisation and a reduced average clinker factor of approximately 67.5 per cent. These traditional measures of operational excellence remain essential. However, they are no longer sufficient. Carbon now carries a measurable financial cost under India’s Carbon Credit Trading Scheme (CCTS) and under European carbon markets. Future leadership will be defined by carbon-adjusted profitability, the ability to generate strong returns while systematically lowering the carbon intensity of every ton sold.
Limestone calcined clay cement (LC3) offers a practical, scalable pathway to achieve this dual objective. By replacing up to 50 per cent of clinker with calcined clay and limestone, LC3 can reduce CO2 emissions by 30–40 per cent while delivering comparable or superior durability performance.
This article examines the technical foundations of LC3, European industrial practices, the emerging Indian carbon market and a concrete roadmap for Indian companies to embed carbon-adjusted metrics and LC3 into daily operations, incentives and commercial strategy.

Limits of traditional operational excellence
For many years, plant performance has been judged primarily by five indicators: specific heat consumption, specific power consumption, kiln and mill utilisation, clinker factor and overall equipment effectiveness. These metrics drove continuous improvement and helped the industry reduce energy use and increase the share of blended cement. Three structural changes have rendered them incomplete as sole measures of success.
First, carbon now carries a real or opportunity cost. Plants that improve volume or lower cash cost while raising or stagnating emissions intensity create a hidden liability that will surface as CCTS trading matures and as green procurement expands.
Second, lower-carbon products such as LC3 and high-performance blended cements are creating differentiated market segments. Customers in infrastructure, real estate and export-oriented construction are beginning to specify embodied-carbon limits.
Third, investors and lenders increasingly treat carbon intensity as a financial risk factor. Traditional KPIs can mask the divergence between short-term cash profit and long-term carbon-adjusted value.

What is carbon-adjusted profitability?
Carbon-adjusted profitability evaluates normal profit after explicit adjustment for carbon performance. A practical expression is:
Carbon-Adjusted EBITDA = Conventional EBITDA – Carbon Cost + Green Premium Income
Carbon cost may be an internal carbon price, the actual cost of purchasing Carbon Credit Certificates under CCTS, or the opportunity cost of high emissions relative to peers. Green premium income arises when customers pay more for verified lower-carbon cement or when the company sells surplus credits. Tracking both conventional and carbon-adjusted profit side-by-side gives management a clearer picture of value creation under evolving market rules.

Table 1. Traditional KPIs versus Carbon-Adjusted Leadership Metrics
Traditional Focus New Leadership Metric Why It Matters
Specific energy consumption Emissions intensity (kg CO2/t cement) Directly linked to future CCTS and CBAM costs
Kiln utilisation Carbon-adjusted contribution margin Reveals true value of incremental volume
Clinker factor Share of lower-carbon products sold (incl. LC3) Measures commercial success of the transition
Power cost per tonne Effective carbon cost per tonne sold Expose hidden liabilities
Absolute EBITDA Carbon-adjusted EBITDA + green premium Aligning profit with future market reality

LC3: Technical foundations and performance advantages
LC3 is a ternary blended cement that typically combines approximately 50 per cent clinker, 30 per cent calcined clay, 15 per cent limestone and 5 per cent gypsum (the classic LC3-50 formulation). The decisive technical advantage is that clay is calcined at 700–850 °C, far below the 1,450 °C required for clinker production. This lower temperature, together with the substantial reduction in clinker content, delivers CO2 reductions of 30–40 per cent relative to ordinary Portland cement (OPC).
Chemistry is synergistic. Calcined kaolinitic clay (metakaolin) reacts with calcium hydroxide from clinker hydration and with limestone to form additional C-A-S-H gel and carboaluminate phases. These phases densify the microstructure, reduce porosity and improve durability.
Field experience shows superior resistance to chloride ingress, sulphate attack and alkali–silica reaction. Early-age strength can match OPC with high-reactivity clays; later-age strengths routinely meet 42.5 and 52.5 grade requirements.
Importantly, LC3 does not require high-purity kaolin. Clays with 40 per cent or even lower kaolinite content can be activated successfully, expanding raw-material availability across India. Calcination can use adapted rotary kilns or dedicated flash calciners, making the technology compatible with existing plant infrastructure and far less capital-intensive than carbon capture.
Economic analyses show that LC3 can be produced at equal or lower cost than OPC in many locations because of reduced energy demand and cheaper clay. Life-cycle assessments consistently report 30–40 per cent lower embodied CO2 per tonne of cement.
Table 2. Comparative profile: OPC versus LC3-50
Parameter OPC LC3-50
Typical clinker content ~95 per cent ~50 per cent
CO2 emissions (relative) Baseline (≈0.85 t CO2/t cement process + fuel) 30–40 per cent lower
Clay calcination temperature Not applicable 700–850 °C
Key hydration products C-S-H, portlandite, ettringite C-A-S-H + carboaluminates
Chloride & sulphate resistance Good Superior
Production cost potential Baseline Equal or lower in most locations
Infrastructure compatibility Existing High (minor adaptations)

In India, commercial adoption has begun in earnest. JK Cement commenced the first commercial production of LC3 in the Indian subcontinent at its Mangrol plant in Rajasthan in 2025 under BIS standard IS 18189.
By early 2026, approximately 2,000 tonnes had been produced and sold, avoiding an estimated 500 tonnes of CO2. JK Lakshmi Cement followed with commercial launch of its Green PRO LC3 grade from the Jaykaypuram plant. As of mid-2026, two producers are supplying LC3 to the market. The first large-scale infrastructure application is the Noida International Airport (Jewar), where LC3 was used in the runway and a building complex, demonstrating full constructability and performance under demanding conditions. These early volumes are still small relative to national cement demand, but they mark the critical transition from pilot to commercial reality. Companies that scale capacity now will be positioned to capture both CCTS credits and emerging green-procurement demand.

Why the shift is accelerating
According to the World Bank’s State and Trends of Carbon Pricing 2026, direct carbon pricing now covers nearly 30 per cent of global greenhouse-gas emissions and generated more than US$107 billion in public revenue in 2025. The average global carbon price stands at approximately US$21 per tonne, although regional prices vary widely.
In Europe, the EU ETS price has traded near €80–85 per tonen in mid-2026. Free allocation for cement is being withdrawn in parallel with CBAM. European producers therefore face a clear signal: every tonne of avoided CO2 improves both compliance and competitiveness. Holcim has scaled calcined-clay production, including Europe’s first dedicated line at Saint-Pierre-la-Cour (France) and a second line in the Czech Republic (2026). Heidelberg Materials, Cementir (FUTURECEM) and others have commercialised low-clinker calcined-clay blends across multiple markets, showing that carbon-adjusted profitability is already reshaping capital allocation in the world’s most mature carbon market.India’s CCTS is now operational. Binding emission intensity targets apply to 186 cement facilities for FY 2025–26 and FY 2026–27. Average required reductions for integrated plants are modest (around 2.7 per cent by FY 2027), yet the direction is clear.
Trading of Carbon Credit Certificates is expected in the second half of 2026, with early prices likely in the `800–1,500 per tonne range. Plants that outperform targets can sell credits; those that underperform must buy them or face compensation. Cement is well positioned to be a net supplier of credits if clinker factor continues to fall through LC3 and other low-clinker systems.

Way forward for India
India starts from a strong baseline, world-class energy efficiency and a clinker factor already lower than the global average. The next competitive frontier is the deliberate reduction of process emissions through clinker substitution at scale. LC3 is uniquely suited to Indian conditions because suitable clays are widely distributed, the technology fits existing kiln and grinding infrastructure, and the resulting product can meet the performance demands of both infrastructure and building construction.
A practical national pathway contains five interlocking elements:

  1. Standards and acceptance: Accelerated finalisation and promotion of BIS specifications for calcined-clay and limestone–calcined-clay cements will remove a key barrier to commercial uptake. Alignment with European practice (EN 197-5) can facilitate knowledge transfer and export readiness.
  2. Supply-chain development: Investment in flash calcination capacity and systematic characterisation of regional clay deposits will secure reliable, low-cost feedstock. Existing rotary kilns can be adapted for initial volumes while dedicated calciners are built.
  3. Incentive alignment: Part of variable compensation for plant managers, sales teams and senior leadership should be linked to emissions intensity reduction and to the volume of lower-carbon products (including LC3) sold. Without this link, traditional volume and cost targets will continue to dominate behaviour.
  4. Product-level carbon accounting: Reliable measurement of emissions intensity at the individual cement grade level, supported by third-party verification where required, is essential for both CCTS compliance and credible green claims.
  5. Demand-side pull: Green public procurement policies that specify maximum embodied-carbon thresholds for major infrastructure projects will create a predictable market for LC3 and other low-carbon cements, accelerating scale and cost reduction.
    Companies that treat LC3 as a strategic product line rather than a niche offering will be better positioned to generate surplus Carbon Credit Certificates, capture any emerging green premium, and protect margins as carbon costs rise.

Organisational changes required
Technical capability alone is insufficient. Three organisational shifts are required.
Daily management: Emissions intensity must appear on the same daily and monthly dashboards as heat consumption, power consumption and utilization. Plant reviews should examine both conventional and carbon-adjusted results.
Incentives: A meaningful portion of bonuses for plant heads, technical teams and sales leadership should be tied to lower emissions intensity and successful commercialisation of LC3 and other low-carbon grades.
Commercial approach: Sales teams need clear volume and pricing targets for lower-carbon products, supported by technical service that helps customers specify and place the material correctly. Without commercial pull, excellent technical performance remains under-utilised.

Table 3. Three-stage roadmap to carbon-adjusted profitability
Time Horizon Priority Actions Expected Outcome
Next 12 months Add emissions intensity to plant dashboards; establish internal carbon price; initiate LC3 pilot production and customer trials Visibility and early organisational learning
12–24 months Revise incentive systems; scale LC3 and other low-carbon grades to key accounts; secure third-party verification capability People and sales aligned with carbon goals
24–36 months Embed carbon-adjusted metrics in board reporting and capital allocation; expand calcined-clay capacity Full system integration and competitive advantage

Questions senior leaders should ask
Boards can accelerate the transition by insisting on answers to a short list of questions:
• Is our carbon-adjusted profit improving, stable or declining relative to conventional EBITDA?
• Did recent volume growth improve or worsen our emissions intensity?
• What share of sales already comes from lower-carbon products, including LC3, and what is the trajectory?
• How exposed is our capital expenditure plan to rising carbon costs under CCTS and potential CBAM-related requirements?
• Do our incentive systems still reward only volume and cost, or have they been updated to include carbon performance?
Treating carbon with the same seriousness as energy cost or kiln utilization does not diminish operational excellence; it expands the definition of excellence to match the new competitive reality.

Looking ahead
By 2030 the gap between leading and lagging cement companies will not be decided by who records the lowest specific heat consumption. It will be decided by who delivers the strongest carbon-adjusted profits.
Absolute emissions may still rise as national production grows. That is not the issue. Companies that reduce intensity year after year and successfully sell cleaner products will pull ahead in both domestic and export markets. Those that do not will fall behind, even if their traditional efficiency numbers look strong.
Operational excellence built the Indian cement industry. It remains the foundation. It is no longer the complete picture. Carbon-adjusted profitability is the clearer measure of success.
LC3 is not a distant technology. It is available now. It cuts CO3 by 30–40 per cent, works with existing plants, and is already in commercial production in India. Companies that treat it as a strategic product, not a pilot, will protect their margins and generate tradable credits.
Leaders who act now will place carbon metrics on daily dashboards, link incentives to intensity reduction and LC3 sales, invest in calcined-clay capacity, and build commercial capability to sell lower-carbon products. They will shape the next chapter of the industry.

References

  1. World Bank. (2026). State and Trends of Carbon Pricing 2026. Washington, DC: World Bank Group.
  2. International Carbon Action Partnership (ICAP). (2026). India Carbon Credit Trading Scheme – Status and Coverage. Berlin: ICAP.
  3. Ministry of Environment, Forest and Climate Change / Bureau of Energy Efficiency. (2025). Greenhouse Gases Emission Intensity Target Rules, 2025. New Delhi: Government of India.
  4. Scrivener, K., Martirena, F., Bishnoi, S., & Maity, S. (2018). Calcined clay limestone cements (LC3). Cement and Concrete Research, 114, 49–56.
  5. RMI. (2024). The Business Case for LC3. Rocky Mountain Institute.
  6. European Commission. (2026). EU Emissions Trading System – Allowance Price Data and Free Allocation Phase-out Schedule. Brussels.
  7. Holcim. (2025–2026). Scaling Calcined Clay for Sustainable Building – Corporate Updates on European and Latin American Capacity. Zurich: Holcim Ltd.
  8. LC3 Project / EPFL. (2026). LC3 – A Guide to Best Practices for Scalable, Affordable and Sustainable Low-Carbon Building. Lausanne: École Polytechnique Fédérale de Lausanne.
  9. Business Today / Industry Reports. (2026). First Large-Scale LC3 Application at Noida International Airport, Jewar. New Delhi.
  10. NITI Aayog / Industry Analyses. (2026). Roadmap and Baseline Performance Indicators for the Indian Cement Sector. New Delhi.
  11. Springer / Innovative Infrastructure Solutions. (2026). LC3 Systems: A Review of Chemistry, Performance, Durability and Sustainability toward Market Adoption.
  12. Cementir Holding / Industry Sources. (2025–2026). FUTURECEM and Related Low-Clinker Technologies in Europe.
  13. Climate Risk Horizons & Independent Analyses. (2026). Assessment of Emission Intensity Targets under India’s CCTS for Cement and Other Hard-to-Abate Sectors.
  14. GCCA / TERI. (Various years). Decarbonization Roadmaps for the Indian Cement Industry.
  15. EN 197-5:2021. Cement – Part 5: Portland-composite cement CEM II/C-M and Composite cement CEM VI. European Committee for Standardization.

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More Oversight Makes Cement Plants Less Safe

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Dijam Panigrahi makes a counterintuitive but data-backed argument that routing every sensor alert through human approval does not make cement plants safer.

India’s cement industry has spent the last two years wiring kilns, mills and coolers with sensors and automated control systems, and the safety case for doing so is strong on paper. Contract workers still make up the majority of the industry’s workforce, and fatal accidents remain a recurring problem. The Indian National Cement Workers Federation has noted that around 83 per cent of workers in the sector hold precarious positions, a fact that resurfaced after an oxygen cylinder explosion killed three contract workers at a plant in Chhattisgarh.
Industry tallies compiled by IndustriALL found cement plants recorded at least seventeen accidents in one year with 21 workers killed, and ten accidents the following year with nine killed, most of them contract staff. Automated monitoring, in theory, closes that gap. A sensor never gets complacent and never skips a check because a shift is short staffed.
However, plants that respond by routing every anomaly reading to a person for approval are quietly building a system that fails the same way understaffing does. When operators receive dozens of flagged deviations a shift, most of them minor, they learn a simple lesson: the fastest way through the queue is to approve without reading closely. The safety benefit disappears, not because the technology failed, but because the humans supervising it adapted to the volume.

Why alerts get ignored
A study cited by manufacturing technology publisher Applied SmartFactory found more than 95 per cent of alarms in a semiconductor fab were low priority, and only about 4 per cent ever triggered an action, with just 100 out of 5,000 alarms accounting for 70 per cent of all alarm activity. The mechanism is the same whether the trigger is a vibration sensor or an AI model flagging a kiln temperature swing. Once the ratio of noise to signal crosses a threshold, workers stop treating the system as a decision aid and start treating it as a formality to clear.
The scale of AI deployment underway makes this more than a theoretical risk. Stanford’s 2026 AI Index Report found organisational adoption of AI has reached 88 per cent, even as documented AI incidents rose to 362 in 2025, up sharply from 233 the year before, according to analysis of the report. The Index also found only about a third of organisations have adopted a formal governance framework, with NIST’s AI Risk Management Framework cited by 33 per cent and ISO/IEC 42001 cited by 36 per cent.
Most manufacturers are deploying monitoring systems faster than they are building the judgment for when a flagged event actually needs a person’s attention. In India, plants run by JK Cement have begun pairing CCTV feeds with AI to define safe zones around heavy machinery, a promising direction that still depends on operators trusting and reading the alerts the system generates.

A three-tier model for cement plant
The fix is not less monitoring or more monitoring. It is classifying decisions by risk and by novelty, rather than treating human oversight as a single switch that is either on or off. A workable model sorts factory floor events into three tiers.
The first tier, proceed, covers deviations the plant has seen before that fall within known safe bounds, such as a kiln feed rate adjustment within an established range. These should run without a stop for approval, because routing them to a person only trains that person to click through.
The second tier, pause, covers events that are unusual but not yet dangerous, such as a vibration reading trending toward a limit or a fuel blend shifting outside its typical mix. These warrant a brief human check before the system proceeds, giving an operator the chance to apply judgment the model does not yet have.
The third tier, escalate, covers events that are both high risk and unfamiliar, such as a pressure reading combined with a temperature spike that has no close precedent in the plant’s history. These should stop the process entirely and require a decision from someone with the authority to shut down a line.

Who should set the threshold
Where these tiers get drawn matters as much as the framework itself. Threshold setting is frequently handed to the vendor supplying the monitoring software or to a plant’s IT department, both of which understand the technology but not the specific tolerances of a given kiln, mill or line. Operations staff, who know that a particular grinding unit runs hotter under monsoon humidity or that a calciner behaves differently after a refractory reline, are better positioned to calibrate what counts as routine on their own equipment.
Handing threshold ownership to operations does not remove IT or vendors from the process, but it puts the calibration decision closest to the people who live with its consequences on the floor.

Signals that oversight is actually working
A few concrete indicators reveal whether a monitoring setup is functioning as intended or simply providing the appearance of safety. The escalation rate over time is the first: a rate that stays flat or climbs slowly as operations mature is healthy, while one that spikes and then falls sharply often means operators have started overriding the system rather than engaging with it. Time to resolution is the second: escalations that take progressively longer to close suggest fatigue or confusion about ownership, not diligence. The third, and most telling, is how accurate the system’s own uncertainty estimates turn out to be, meaning whether events flagged as high risk actually correlated with real incidents, and whether events waved through stayed incident free. A system whose escalations do not track with actual outcomes trains operators toward the same complacency that unmonitored equipment produces.
None of this argues against automation in Indian cement manufacturing, where a labor structure built on contract work and a track record of serious accidents make better monitoring an urgent need. It argues for treating human oversight as a design problem with three distinct settings, rather than a single
dial turned up whenever a plant wants to look safer on paper.

About the author:
Dijam Panigrahi, Co-founder and COO, GridRaster, is a spatial computing platform for industrial enterprises and manufacturers.

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