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It is essential to identify priority areas of technology application and innovation

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Mining in India is an activity that is not only labour-intensive and technology-driven, but it also requires working under numerous governmental norms. Additionally there are sector-specific challenges and environmental impact to contend with. Pukhraj Sethiya, Associate Vice President, Adani Enterprises Limited – Mining & Integrated Coal Management, talks to ICR about the various efforts undertaken by the company to ensure sustainable mining operations and the role of technology in the larger scheme of things.

What is the volume of coal mined by your organisation in India?

Adani Group’s mining vertical is currently operating as Mine Developer and Operator (MDO) for various power utilities whereby we are developing and operating mines for these power utilities, producing coal and delivering at pre-agreed mining charges. Currently we are operating in Chhattisgarh, Odisha and Madhya Pradesh. We are also developing new projects in these states with combined contracted capacity of over 100 MT of coal production each year. 

We have also secured rights to mine for five coal blocks under the commercial coal mining auction, which would be developed and operated in coming years with a combined production capacity of more than 12 MT. 

Your organisation supplies coal to which industries and regions? What is the volume of coal supplied to the cement industry?

As discussed above, we are currently mining coal as MDO for various power utilities and the coal is exclusively being consumed by the power sector except to the extent regulations allow coal block owners to sell in the market. However, our group is also into coal trading whereby we supply coal to cement companies, too, from foreign origin. 

What are the major challenges in the process of coal mining?

Development and operationalisation of coal mines in India is marred with numerous challenges across its life cycle. Major challenges can be summarised as follows: 

  • Land Acquisition: Coal mining activity, especially open cast coal mining needs a large tract of land both within the mining lease area as well as outside for dumping of overburden. Land is one of the most desired resources. Acquiring the land and the cost of land acquisition has become onerous in coal mining. 
  • Licence to operate: Coal mining requires several clearances prior to operationalisation. Key clearances are Environmental Clearance and Forest Clearance. Obtaining these clearances are time consuming and need engagement with various stakeholders including central and state government, local administration, local population etc., and have various compliance requirements. Thus, a good track record and proposal to protect the environment and forest while doing mining is key to obtaining the clearance. Further, post mining mine closure and restoration of mined out land to near original condition helps with sustainable environment management. 
  • Technical challenges: Most of the new coal blocks on offer are remote, having difficult access and adverse geological conditions such as higher stripping ratio, poor coal quality etc. Hence, the effective mining cost of such blocks is high. 
  • Logistics: New mining areas lack last mile connectivity. Therefore, mine owners also need to invest substantially in developing last mile connectivity to offtake coal, which increases the cost of projects.  

What is the impact of coal mining on the environment? 

Mining activities change the land use pattern and thus impact the flora, fauna, water table and vegetation in the mining area and surrounding areas to a certain extent. However, by deploying sustainable practises, which are part of mine planning and implementation, this impact can be reduced to a great extent. We have been deploying sustainable mining practises in our mines, which have mitigated the impact of mining activities on the environment to a great extent while at the same time generating a large number of employment. 

Some of the sustainable practises adopted by us include transplantation of trees rather than simply cutting them, soil storage, water treatment and reutilisation, coal transportation through mechanised and covered means etc. 

Tell us about the efforts taken by your organisation to reduce the impact of mining on the environment.

Being a responsible mining company, AEL – Mining takes into account the environmental impact that its operations generate and devise measures to mitigate and minimise them. This is done by establishing clear and stringent internal standards and practises that are in line with local and international environmental standards, laws and regulations.

Internal guidelines for environmental management are clearly articulated in the Sustainable Mining Manual for Biodiversity and Resource Use and Waste Management. Every mine is audited at least once a year to ensure that all environmental risks are being managed correctly.

Regular open dialogue with project affected communities has helped the company better understand the ecological dynamics and improve its conservation efforts as well as judiciously address any environmental complaints related to air pollution, water pollution etc.

The company also takes part in industry reviews of biodiversity, water stewardship and tailings management to share practises, keep up-to-date on the latest and innovative initiatives and improve upon existing approaches and practises.

Latest innovations and technologies such as surface miner, tree transplanter, geo blanketing, etc., have been adopted for minimal impact on the environment and long-term sustainability of the business operations.

AEL – Mining takes proactive and protective measures to minimise its environmental impact and has developed four goals to this effect:

  • Conducting the business in harmony with nature
  • Measuring the carbon footprint across all business operations
  • Putting in place management systems and policies to ensure the efficient use of resources
  • Undertaking strategies and initiatives to reduce resource consumption and maximise recycling

The following examples show the Adani Groups’ efforts to reduce the impact of mining on the environment:

Soil erosion: In 2018, an eco-friendly geo-green blanketing project was initiated to prevent soil erosion during heavy rainfall, reduce surface runoff, arrest immediate migration of soil and encourage the development of dense vegetation. This project has resulted in slope stabilisation and erosion control around the mining sites. It works by providing an early hold to the vegetation in gripping the deeply excavated soil together.

Air pollution: To monitor air quality, the company has installed in its operation sites the latest air pollution control technology and framework. Regular monitoring of dust and air emissions are conducted through installed control devices. This is a necessary exercise as it allows the company to operate in compliance with the existing air quality standards.

Traditional mining like blasting and stacking generates dust that results in the deterioration of the air quality. To control this, the eco-friendly surface miner technology was adopted and it has proven to be a more environment-friendly method of mining.

GreenHouse Gas (GHG) Emission: The energy-efficient nature of the business makes it imperative for the energy consumption and GHG emissions to be effectively managed. 

To minimise the impact, the company is actively implementing the Energy and GreenHouse Gases Protocol. By tracking the intensity of GHG emissions, AEL – Mining has been able to gauge the overall energy efficiency of its processes.

Under the reuse and recycle programme the organisation takes the below mentioned efforts:

Water recycling and treatment: Water is a precious resource that is of high environmental and social value for communities and a necessary input for the mining process. To avoid conflict, effective water stewardship is essential. A comprehensive water management planning process has allowed AEL – Mining to manage the impact of its activities on water availability, optimise water usage and protect the resource rights of the locals.

The operations proactively monitor both the impact of the water withdrawal and discharge. The Mine Water Recycling Project ensures that the generated mine water is reutilised in the washery operation and plantation within the property premises after proper treatment. A water reclamation system with zero discharge to outside water bodies has also been adopted. The water from the dewatering screens and other auxiliary equipment is collected at a central point and treated to thicken the slurry and recover the water.

Waste management: Responsible management of waste at company’s mining operations is formalised through the comprehensive waste management plans. Different types of waste produced by the mining activities, how to manage them, including identification of waste minimisation opportunities, recycling and re-use are laid down in these waste management plans.

The waste generated at these sites is generally in the form of waste rock or waste soil, where 99% of the waste generated is classified as non-hazardous waste and the rest as hazardous waste. The hazardous waste is transported off-site for treatment and reuse or disposal. All waste generated is disposed of in compliance with the waste disposal regulations and waste management plans.

Other waste management initiatives include use of organic waste converters to make manure out of the waste from canteens and residential areas. Sewage treatment plants prevent increase in landfills through aerobic digestion, desalination plants and recycling of solid waste. A waste destruction machine, available at all the sites, destroys all remaining waste that has no scope for recycling.

What other sustainability efforts are taken by the mining vertical of your organisation?

‘Green Mining’ and ‘Responsible Mining’ being the motto, AEL – Mining has adopted integrated environment management processes in its day-to-day processes to mitigate environmental risks. A series of environmental indicators to monitor impact on air, water, soil and biodiversity have also been developed. Such proactive monitoring and management tools are supporting the company’s mission of contributing to a greener world by reducing environmental damage, recycling used resources and keeping the environment as natural as possible.

Reforestation: To minimise the impact on tree cover and green cover in and around the mining areas, the business has adopted various reforestation practises and technologies. 

Tree transplanter: AEL – Mining is the first company in India to deploy a tree trans-planter for transplanting trees found within the mining area. The tree transplanter is a cost-effective and efficient solution to move and transplant mature trees. This truck works by lifting the entire tree (girth >= 6 inches) with their root intact and relocating them to safe areas away from the mining area.

Nurseries: Besides preventing loss of tree cover, an in-house nursery for developing the native flora has also been set up. This initiative is part of our ecological restoration efforts.

Land reclamation: The company is not only responsible for managing its impact during operations, but also after the mining activities have stopped. Land reclamation is the process of restoring the mined-out land to as close to its natural state as possible. This involves ensuring that there are no health and safety risks from the mining waste, equipment and infrastructure. The latest technological innovations such as Geographic Information System (GIS) based land reclamation systems have resulted in increased efficiency.

Green belt development: To maintain the ecological balance, green belt development is undertaken around the mine site. Afforestation programmes where native species of Sal, Shisham, Shishoo, Teak, Neem etc. are planted in and around the mining sites. Efforts are also made to capture fugitive emissions, offset the noise generated and improve the aesthetics of the region.

Biodiversity management: Since the mining sites are located in ecologically sensitive areas, plans have been developed to protect both terrestrial and aquatic biodiversity. The Biodiversity Management Plans forms an integral part of the company’s approach to ecological conservation both at time of exploration and closure of mining sites.

Environment awareness: Various programmes and campaigns are regularly organised at several levels, for both employees and surrounding communities, to sensitise them towards the environment and spread awareness about the fragile nature of the ecosystem and the importance of preserving it.

What happens to the waste generated by coal mining? What efforts are being taken to tackle the same? 

We take significant steps in reducing the consumption of natural resources through innovation and thereby minimise the impact on the environment. These include extending the life cycle of plants and machinery through innovation and adopting a circularity model by recycling hazardous waste. We also understand the negative environmental impacts due to disposal of waste water. While evaluating the impacts due to discharge of waste water we consider eco-toxicology, nitrogen content, phosphorus content and impact on public health.

Tell us about the use of technology in achieving sustainability goals of mining. 

  • Integrating environmental solutions into mine planning like maximising backfilling, lesser extent of road transport length etc., are essential for sustainable mining. 
  • Usage of electrically driven machinery like surface miners and shovels may not only reduce the fuel consumption but also lead to less heat dispersion and less noise pollution.
  • Usage of bigger machines render environmental advantages because of less specific fuel and other resources consumption, less pollution dispersion because of bulk handling and a smaller number of exposed people.
  • In-pit crushing is environmentally beneficial due to lesser transportation requirement and confining of work area within the pit.
  • Use of Long-Distance Belt Conveyor or Piped Conveyor Belt for transportation of coal to CHP may be the preferred option by merit of environmental advantages of replacing road transportation.

How can mining be made more sustainable for the environment and how do you foresee the future in this direction?

From the perspective of technology innovation, the authorities should reinforce the application and reformation of green mining technologies. Currently, green mining technologies mainly encompass technologies aimed at land reclamation, water conservation and gangue discharge reduction. 

Additional focus on formulation of regulations and establishing standards to encourage the application of green mining technologies and simultaneously curb the use of old mining methodologies at the coal enterprise level should be done by the policymakers.

The government should also encourage technology innovations through cooperation mechanisms by formulating efficient operation frameworks organised by government sectors and coal enterprises. It is essential to identify priority areas of technology application and innovation. Miners should be incentivised to maximise the recovery of coal so that additional costs can be taken care of. 

Mining and the entire coal movement can be made more sustainable by promoting PPP for last mile connectivity, which will reduce load on land and environment by promoting large scale operations and more mechanisation.

Kanika Mathur

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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