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Manufacturing Cement: The Smart Way

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ICR explores the world of IT initiatives within the cement industry in a bid to understand how these advancements are reshaping traditional practices and leading the industry towards a more streamlined and sustainable future.

The cement industry, often regarded as a traditional and age-old sector, is undergoing a remarkable transformation driven by the relentless march of technology. As the global demand for cement continues to surge, the industry is embracing a new era characterised by digitalisation, automation and IT initiatives. In a quest for sustainability, efficiency and enhanced competitiveness, cement manufacturers are harnessing the power of information technology to revolutionise their processes, production methods and overall operations.
Information Technology (IT) has emerged as the catalyst, reshaping every facet of cement manufacturing – from raw material extraction to the packing of the final product. Digitalisation, in particular, has become a driving force, enabling seamless integration of data, connectivity, and intelligent systems, paving the way for a smarter and more agile industry.

ROLE OF TECHNOLOGY
Technology has emerged as a cornerstone in the evolution of the cement industry, permeating every aspect of its operations and profoundly shaping its trajectory. Advancements in Information Technology, digitalisation, and automation have become instrumental in optimising various stages of cement production, from raw material extraction to the final product dispatch. Through the deployment of cutting-edge technologies, cement manufacturers have achieved significant improvements in process efficiency, quality control, and environmental sustainability.
In the realm of IT, sophisticated software systems and data analytics tools have revolutionised cement plant management. Real-time data monitoring and analysis enable operators to make informed decisions promptly, ensuring optimal process control and resource allocation. Furthermore, IT initiatives have facilitated seamless integration of different operational units, fostered efficient collaboration and enhanced overall productivity.
The advent of digitalisation has ushered in a new era of interconnectedness and smart manufacturing in the cement industry. From smart sensors and Internet of Things (IoT) devices to cloud-based platforms, the entire cement production chain has become increasingly interconnected, facilitating the exchange of data and insights in real-time. This digital thread not only enables streamlined communication but also empowers predictive maintenance strategies, minimising equipment downtime and reducing maintenance costs.
Automation, too, has played a pivotal role in the cement industry’s transformation. Automated systems have taken over labour-intensive tasks, optimised process control and reduced human errors. Robotic technologies have been deployed for material
handling and packaging, ensuring precision and consistency in the final product. Furthermore, advanced automation has led to the efficient utilisation of alternative fuels and raw materials, lowering the industry’s carbon footprint and contributing to environmental sustainability.
Beyond the confines of the production plant, technology has also enhanced supply chain management and logistics. With sophisticated inventory tracking systems and route optimisation software, cement manufacturers can ensure timely deliveries and minimise wastage. Additionally, the integration of smart transportation solutions has contributed to cost savings and a reduction in emissions associated with cement transportation.
The role of technology in the cement industry has been transformative, elevating the sector to new heights of efficiency, quality, and sustainability. By harnessing the potential of IT, digitalisation, and automation, cement manufacturers have unlocked opportunities for continuous improvement and innovation. As technology continues to advance, the cement industry must remain committed to embracing these developments to remain competitive and navigate the path towards a greener and more technologically-driven future.

EVOLUTION OF DIGITALISATION
Digitalisation in cement plants has witnessed a rapid and transformative evolution, ushering in a new era of smart manufacturing and process optimisation. Advancements in IT, Internet of Things (IoT), data analytics and automation have played a pivotal role in reshaping various aspects of cement plant operations.
Integration of Smart Sensors and IoT: Cement plants have embraced the deployment of smart sensors throughout the production process. These sensors collect real-time data on various parameters such as temperature, pressure, humidity and vibration.
The integration of IoT technology enables these sensors to communicate with each other and central control systems, forming a connected network that facilitates data-driven decision-making and predictive maintenance.
Real-time Monitoring and Process Control: With the abundance of data generated by smart sensors, cement plants have implemented sophisticated monitoring and control systems. Real-time data analytics enable operators to gain insights into the plant’s performance and detect anomalies promptly. Such insights empower operators to make data-driven decisions, optimise process parameters, and ensure the plant operates at peak efficiency.
Predictive Maintenance: Digitalisation has revolutionised maintenance practices in cement plants. By analysing data from equipment sensors and historical performance, predictive maintenance models can anticipate machinery failures before they occur. This approach allows for planned maintenance interventions, reducing unplanned downtime, and optimising maintenance schedules, leading to cost savings and improved asset reliability.
Cloud-based Data Storage and Analytics: Cloud computing has facilitated the storage and processing of vast amounts of data generated by cement plants. By leveraging cloud-based platforms, plants can access data remotely, enabling centralised monitoring and analysis. Cloud-based analytics provide valuable insights, enabling plant managers to benchmark performance, identify areas for improvement, and make data-driven decisions in real-time.
Enhanced Supply Chain Management: Digitalisation has improved supply chain management in cement plants by enabling real-time tracking of inventory and automating order processing. This level of visibility and automation streamlines logistics, enhances coordination with suppliers, and ensures timely deliveries, minimising downtime and improving overall operational efficiency.
Sustainability and Environmental Impact: Digitalisation has also contributed to the industry’s sustainability efforts. By closely monitoring energy consumption and emissions, cement plants can identify opportunities to reduce their environmental impact. IoT-enabled systems help optimise the use of alternative fuels and raw materials, leading to a more sustainable and low-carbon production process.

AUTOMATION AND EFFICIENCY
Automation in cement plants is a pivotal factor in achieving heightened efficiency in production and substantial cost reduction. Through the integration of sophisticated automated systems, cement manufacturers have streamlined their operations, optimised resource utilisation and mitigating human errors. These advancements have had a transformative impact on the industry, bolstering both productivity and financial gains.
A core benefit of automation lies in process optimisation, where real-time monitoring and control of critical parameters ensure optimal conditions during various stages of cement production.
By continuously adapting based on data from sensors and historical performance, these systems maintain consistent and efficient operations, enhancing overall output.
Predictive maintenance is another critical facet of automation. Through this technology, potential equipment failures are detected proactively, allowing for scheduled maintenance before major breakdowns occur. The minimised risk of unplanned downtime maximises equipment uptime, leading to increased productivity and reduced maintenance costs.
Energy efficiency is substantially improved through automation, as precise control of energy-intensive equipment, such as kilns and mills, optimises fuel and electricity consumption. Consequently, cement plants achieve significant energy savings, directly contributing to cost reduction.
Automation also contributes to waste minimisation by optimising raw material blending processes, ensuring optimal mix proportions. This precision reduces waste and corrective actions, resulting in cost savings and improved product quality.
Resource utilisation benefits from automation through precise control over dosages and flow rates. By minimising waste and enhancing material utilisation rates, cement plants reduce costs significantly.
Furthermore, automation enhances quality control, as it provides consistent and precise control over the production process. This minimises the likelihood of producing off-specification batches, ultimately reducing material rejection and rework costs. In terms of labor savings, automation automates repetitive and manual tasks, decreasing the reliance on labor. This empowers the workforce to focus on more strategic and value-added activities, enhancing overall plant efficiency.
Beyond the plant walls, automation extends its advantages to the supply chain, enabling seamless integration with suppliers and customers. This automated supply chain management optimises logistics, reducing transportation costs and ensuring timely deliveries.
Moreover, the data generated by automation is harnessed for enhanced analytics. By leveraging this data, cement plants identify areas of improvement and optimise processes further, leading to more efficient production methods and cost-saving opportunities.
“Automated AI-based predictive maintenance solutions consist of 6-in-1 wireless sensors that measure the six most important parameters of Tri-Axial Vibration, Acoustics, RPM, Temperature, Humidity and Magnetic Flux. These sensors act as the vigilant eyes and ears of the manufacturing plants, continuously monitoring the vital indicators of the health and performance of machinery. The combination of these six vital parameters equips cement plants with a holistic view of their industrial assets, allowing for data-driven decisions to optimise operations and prevent costly downtime,” says Prashant Verma, Co-founder and India Head, Nanoprecise Sci Corp.
Automation also plays a vital role in streamlining compliance with environmental and safety regulations. By automatically capturing data and generating reports, cement plants efficiently meet reporting requirements, avoiding penalties and associated costs.
Automation’s influence on cement plants is undeniably transformative. By optimising processes, reducing downtime, and improving resource utilisation, automation empowers cement manufacturers to produce higher-quality cement while simultaneously minimising operational expenses. The continual advancements in automation technology hold immense promise for the cement industry’s pursuit of sustainable and competitive operations in the future.

IT INITIATIVES AND SUSTAINABILITY
IT initiatives in cement manufacturing have emerged as a powerful catalyst for driving sustainability across various facets of the industry. By leveraging technology, cement manufacturers can optimise resource utilisation, reduce environmental impact, and enhance overall efficiency, leading to a more sustainable cement production process.
One of the key contributions of IT initiatives is in energy management. Real-time monitoring of energy consumption allows operators to identify areas of improvement and implement energy-saving measures, leading to lower greenhouse gas emissions and a more sustainable production process. Additionally, IT systems enable advanced process control and automation, optimising production processes and reducing waste and resource usage. This not only enhances product quality but also minimises the environmental footprint.
Another critical aspect of IT initiatives is the promotion of alternative fuels and raw materials. Advanced data analytics help assess the compatibility and performance of substitutes, such as biomass, waste-derived fuels, and industrial by-products. By incorporating these materials into the production process, cement manufacturers reduce reliance on traditional fossil fuels, conserve natural resources, and decrease carbon emissions.
IT initiatives also play a vital role in emissions reduction and compliance. By monitoring and controlling emissions, cement plants ensure compliance with environmental regulations and proactively address environmental impacts. Additionally, the digitisation and optimisation of the supply chain help reduce the carbon footprint associated with transportation and promote sustainable practices among suppliers.
Waste management is another area where IT initiatives make a difference. Cement plants can track and analyse waste generation data to identify opportunities for waste reduction, recycling, and reuse. This minimises the environmental burden of waste disposal and contributes to a more circular and sustainable production process.
Furthermore, data-driven decision-making, facilitated by IT initiatives, ensures sustainability goals are integrated into every aspect of the cement manufacturing process. This allows cement manufacturers to make informed and proactive decisions that enhance environmental performance and resource efficiency.
By optimising energy usage, adopting alternative materials, reducing emissions, improving waste management, and promoting data-driven decision-making, technology is reshaping the cement industry’s approach to sustainability. As these initiatives continue to evolve and expand, cement manufacturers can further enhance their environmental stewardship and contribute to a more sustainable global construction sector.

CONCLUSION
The cement industry has undergone a remarkable transformation through the integration of technology and IT initiatives. Automation, digitalisation, and data analytics have become instrumental in optimising production processes, reducing environmental impact, and enhancing overall efficiency. The adoption of smart sensors, predictive maintenance, and real-time monitoring has resulted in increased productivity, reduced downtime and minimised waste, leading to significant cost savings.
Moreover, technology-driven innovations have enabled cement manufacturers to embrace sustainable practices, such as using alternative fuels and raw materials, reducing emissions, and improving waste management. By leveraging technology to its fullest potential, the cement industry is poised to achieve a more sustainable future, one that balances economic growth with environmental responsibility.
As technology continues to evolve, cement manufacturers must remain committed to embracing innovation and leveraging IT initiatives to pave the way for a greener and more efficient cement manufacturing process. Ultimately, this transformation will not only enhance the industry’s competitiveness but also contribute to global sustainability efforts and an eco-friendlier built environment.

-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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Concrete

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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Concrete

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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