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A Plant Health Check Framework for Lithium Operations

A Plant Health Check Framework for Lithium Operations

Assess Your Lithium Plant’s Readiness for Reliable, Scalable Production

Lithium extraction performance is only one part of a commercially viable operation.

As lithium projects move from pilot validation to commercial production, the health of the overall plant becomes critical. Process variability, equipment reliability, utilities, instrumentation, automation, plant integration, and operational readiness can determine whether an asset performs consistently at scale.

A Plant Health Check provides a structured way to assess these interconnected capabilities, identify hidden bottlenecks, and establish a prioritized improvement roadmap.

For lithium operations, the objective is not simply to ask:

“Can we extract lithium?”

It is to ask:

“Is the plant engineered, integrated, reliable, and ready to consistently produce lithium at the required scale?”

How the Lithium Plant Health Check Works

The assessment uses a five-level maturity matrix to evaluate the current state of critical plant capabilities. 

The assessment can be applied across greenfield, brownfield, pilot, demonstration, and commercial lithium operations. 

The 5 Dimensions of Lithium Plant Health

A comprehensive plant health check evaluates five interconnected dimensions:

  1. Process Readiness
  2. Asset & Equipment Health
  3. Plant Integration & Automation
  4. Operational Readiness
  5. Digital & Performance Readiness

Each dimension can be scored independently to identify capability gaps and prioritize corrective actions.

DIMENSION 1: PROCESS READINESS

How ready is your lithium process for stable and scalable plant operation?

Lithium extraction processes can be highly sensitive to feed characteristics and operating conditions. A process that performs well under controlled pilot conditions may require additional engineering before it can support continuous commercial production.

Key Questions

  • Is feed variability adequately characterized?
  • Are lithium concentration and key impurities consistently monitored?
  • Are mass and energy balances validated?
  • Are process parameters defined for commercial operation?
  • Have scale-up constraints been identified?
  • Are pretreatment, extraction, purification, and product finishing stages adequately integrated?

Dimension 1 Score: ____ / 20

DIMENSION 2: ASSET & EQUIPMENT HEALTH

Are critical assets capable of delivering reliable production performance?

Equipment reliability directly affects throughput, availability, maintenance requirements, and operating cost. A plant health assessment should therefore examine critical equipment beyond basic availability.

Key Questions

  • Which assets are production-critical?
  • What equipment creates the greatest production constraint?
  • Are pumps, filtration systems, extraction equipment, heat exchangers, compressors, utilities, and other critical assets condition-monitored?
  • Are failure modes documented?
  • Are maintenance decisions based on asset condition and risk?
  • Are spare parts aligned with asset criticality?

Dimension 2 Score: ____ / 20

Utthunga’s asset-health approach combines real-time and historical asset information, maintenance records, environmental conditions, and analytics to support proactive maintenance decisions. 

DIMENSION 3: PLANT INTEGRATION & AUTOMATION

How effectively do process, equipment, control, and plant systems work together?

A lithium plant can contain equipment from multiple technology providers, control systems, instrumentation platforms, and data sources. Without effective integration, operators may have limited visibility into the complete production chain.

Key Questions

  • Can operators see the health of the complete process?
  • Are critical process parameters available in real time?
  • Can equipment from different vendors communicate effectively?
  • Are control systems integrated across process areas?
  • Is plant data accessible beyond individual control systems?
  • Is the architecture prepared for future digital and AI applications?

Utthunga’s lithium engineering capabilities include instrumentation and control engineering, plant integration, equipment integration, and digital engineering to support connected plant architectures.

Dimension 3 Score: ____ / 20

DIMENSION 4: OPERATIONAL READINESS

Can your people, processes, and maintenance organization sustain reliable production?

A technically sound plant can still underperform if operating procedures, maintenance practices, workforce capabilities, and decision-making processes are not ready for commercial operations.

Key Questions

  • Are operators trained for normal, abnormal, and upset conditions?
  • Are standard operating procedures current? 
  • Are maintenance and operations teams working from common asset information? 
  • Are maintenance and operations teams working from common asset information? 
  • Can the plant respond quickly to feed or process variability? 
  • Are lessons from pilot operations incorporated into plant procedures? 

Dimension 4 Score: ____ / 20 

DIMENSION 5: DIGITAL & PERFORMANCE READINESS

Can the plant turn operational data into actionable performance insights?

Digital readiness is increasingly important as lithium producers seek greater visibility, reliability, energy efficiency, and operational optimization.

Key Questions

  • Is plant data structured and accessible?
  • Are process, asset, energy, and production data connected? 
  • Can teams identify performance deviations early? 
  • Are engineering and operational datasets connected? 
  • Is the plant prepared for advanced analytics and AI? 
  • Can digital models support future optimization? 

Dimension 5 Score: ____ / 20 

Your Lithium Plant Health Score

Transfer the dimension scores below: 

What Does Your Score Tell You?

The score is a diagnostic starting point—not a substitute for detailed engineering, safety, reliability, or regulatory assessments. 

From Plant Health Check to Action Roadmap

The value of an assessment lies in what happens after the score. 

A lithium plant health check should translate findings into a practical improvement roadmap. 

01. Identify Critical Gaps

Map the lowest-scoring capabilities across process, equipment, integration, operations, and digital systems. 

02. Prioritize by Production Impact

Rank gaps according to their potential impact on: 

  • Production capacity 
  • Recovery performance 
  • Equipment reliability 
  • Safety and operability 
  • Energy and water consumption 
  • Maintenance requirements 
  • CAPEX and OPEX 
  • Scale-up readiness 

03. Define Engineering Interventions

Convert identified gaps into specific engineering actions such as: 

  • Process optimization 
  • Debottlenecking 
  • Equipment replacement 
  • Equipment integration 
  • Piping and instrumentation modifications 
  • Control-system upgrades 
  • Utility optimization 
  • Plant modifications 
  • Digital engineering 
  • Asset performance monitoring 

04. Establish the Improvement Roadmap

Create a phased roadmap covering:

Immediate → 0–3 months

Critical reliability, instrumentation, data, and process gaps

Near Term → 3–12 months

Integration, debottlenecking, automation, and operational improvements

Scale-Up → 12+ months

Advanced analytics, digital twins, predictive optimization, and continuous improvement

The Lithium Plant Health Check: A Continuous Process

Plant health should not be treated as a one-time audit.

As lithium operations move from pilot → demonstration → commercial production → expansion, the plant’s requirements evolve.

A recurring assessment can help organizations:

  • Detect emerging bottlenecks
  • Track asset degradation
  • Validate process performance
  • Improve equipment reliability
  • Identify integration gaps
  • Prioritize modernization investments
  • Prepare existing infrastructure for new extraction technologies
  • Support capacity expansion decisions

For brownfield facilities, this becomes particularly important when introducing new extraction technologies, upgrading equipment, debottlenecking existing processes, or expanding capacity without disrupting ongoing operations.

From Plant Health to Commercial-Scale Readiness

A successful lithium project requires more than a high-performing extraction technology.

It requires the plant around the technology to be ready.

That means:

Feed → Process → Equipment → Utilities → Instrumentation → Automation → Integration → Operations → Data → Optimization

When these elements work as one connected system, lithium producers can build a stronger foundation for reliable production and future scale.

Utthunga brings together process engineering, plant engineering, multidisciplinary design, equipment integration, instrumentation and control, brownfield modernization, and digital engineering to help lithium producers and technology providers move from process concepts to execution-ready plant solutions.

Is Your Lithium Plant Ready for Scale?

Assess your plant across process readiness, asset health, integration, operational readiness, and digital performance to identify where engineering intervention can create the greatest impact.

Talk to Utthunga about a Plant Health Check for your lithium operation.

The Top 10 KPIs Every Lithium Processing Facility Should Track

The Top 10 KPIs Every Lithium Processing Facility Should Track

Lithium is entering a new performance race. According to Global Critical Minerals Outlook 2026 Global lithium demand grew by around 25% annually over the past two years, while global battery demand surpassed 1.5 TWh in 2025, growing more than 35%. Lithium prices have also more than doubled amid stronger energy-storage demand and constrained supply.

As DLE moves toward commercial scale, technology providers are competing on recovery, selectivity, water use, energy efficiency, and processing speed. But in 2026, the benchmark is shifting from technology performance to plant economics and operational resilience.

The question is no longer simply:

“How efficiently can we extract lithium?”

It is:

“How efficiently can the entire plant produce it at commercial scale?”

For producers scaling Direct Lithium Extraction (DLE), recovery alone is no longer enough. Commercial viability depends on balancing recovery, purity, throughput, energy, water, reliability, and cost—and connecting these metrics to operational decisions.

Here are the 10 KPIs lithium processing facilities that should prioritize.

1. Lithium Recovery Rate

Measure the percentage of lithium captured from feed or brine. Higher recovery improves resource utilization, but the additional energy, reagent, and equipment costs must justify the gain. 

2. Product Purity

Track lithium concentration and key impurities throughout the process. Higher recovery has limited value if the product requires significant downstream treatment. 

3. Production Throughput

Measure feed processed and lithium produced per hour, day, and year. Tracking throughput across process stages helps identify bottlenecks before they constrain production. 

4. Energy Intensity

Track kWh per tonne of LCE across extraction, pumping, separation, purification, and utilities. Correlate energy throughput and operating conditions to identify optimization opportunities. 

5. Water Intensity

Track water intake, recycling, reuse, and losses per tonne of LCE. DOE notes that some geothermal DLE approaches have demonstrated the potential for 99% less water per tonne of lithium than other lithium mining processes. Source: U.S. Department of Energy, Office of Geothermal. 

6. Reagent Consumption

Measure reagent consumption per tonne of LCE and correlate it with feed chemistry and operating conditions. This can reveal process drifts and opportunities to reduce OPEX. 

7. Plant Availability

Track availability, mean time between failures (MTBF), mean time to repair (MTTR), and unplanned downtime across pumps, membranes, analyzers, controls, and utilities. 

8. Process Stability

Monitor pH, temperature, pressure, flow, concentration, and impurity levels in real time. During scale-up, small deviations can translate into significant production losses. 

9. Cost per Tonne of LCE

Combine energy, reagents, water, maintenance, labor, utilities, and downtime into one economic view. A high-recovery process is not commercially attractive if its total production cost remains uncompetitive. 

10. Carbon & Environmental Intensity

Track CO₂ emissions, energy, water, waste, and other environmental indicators alongside production to connect sustainability with operational performance. 

From KPI Monitoring to Plant Intelligence

The next competitive advantage is not simply tracking KPIs—it is connecting them.

A drop in recovery should trigger more than a dashboard alert. Operators need to determine whether the cause is feed variability, equipment degradation, process instability, reagent consumption, or control-system performance—and understand its impact on throughput and cost.

Where Utthunga Fits?

Lithium scale-up is not just an extraction challenge—it is a plant performance challenge.

Utthunga brings together process and plant engineering, industrial automation, OT-IT convergence, IIoT, advanced analytics, and AI to connect critical KPIs, uncover root causes, and turn plant data into actionable operational intelligence.

With 20+ years of industrial engineering experience and a 1,300+ member engineering team, Utthunga helps mining and minerals organizations optimize processes, assets, automation, and digital operations—from engineering and simulation to real-time monitoring and intelligent decision-making.

Track the KPI. Understand the cause. Predict the impact. Optimize the outcome.

Because commercial-scale lithium processing will not be defined by recovery alone.
It will be defined by how intelligently the entire plant performs.

Ready to move from KPI monitoring to plant intelligence?

Talk to Utthunga about building a smarter, more connected lithium processing operation. 

The Hidden Risks Lurking in Lithium Plant

The Hidden Risks Lurking in Lithium Plant

In the race to accelerate lithium production, much of the industry’s focus is on process optimization, predictive maintenance, and digital transformation. However, many operational challenges originate much earlier, during the plant engineering phase.

With global lithium demand projected to grow more than threefold by 2040, getting plant design right is becoming as critical as selecting the right extraction technology.

The most successful lithium facilities understand that long-term recovery, throughput, and profitability are largely determined by early engineering decisions. Hidden design risks may go unnoticed during commissioning, but they can significantly impact plant performance, maintenance costs, and scalability throughout the asset lifecycle.

Here are six hidden risks that can significantly impact lithium plant performance:

Inadequate Brine Characterization

Brine composition varies across sources and over time. Poor understanding of lithium concentration, magnesium-to-lithium ratios, sulfate levels, calcium content, and impurities can lead to incorrect process selection, lower recovery rates, and increased equipment stress.

Why it matters: Accurate brine characterization is the foundation for selecting the right extraction technology and optimizing plant performance.

Improper Technology Selection

Not every lithium extraction technology is suitable for every resource. Adopting DLE or conventional evaporation methods without evaluating resource characteristics, scalability, economics, and long-term reliability can create operational and financial challenges.

Why it matters: The best technology is not the newest one, but the one that aligns with the project’s chemistry, production goals, and business objectives.

Scaling and Fouling Issues

Scaling and fouling can occur in heat exchangers, pipelines, pumps, filtration systems, and extraction units, reducing efficiency and increasing maintenance requirements.

Impact:

  • Reduced throughput
  • Higher energy consumption
  • Frequent maintenance shutdowns
  • Increased operating costs

Why it matters: Early process modeling and regular Plant Health Checks can identify and mitigate these risks before they impact production.

Equipment Reliability Gaps

Improperly sized or unsuitable equipment can result in frequent breakdowns, lower recovery rates, increased spare consumption, and higher maintenance costs.

Why it matters: Reliability-focused engineering must consider future expansion, operational flexibility, and maintainability, not just current production targets.

Lack of Operational Visibility

Without real-time monitoring and analytics, operators struggle to detect:

  • Equipment degradation
  • Process inefficiencies
  • Scaling trends
  • Energy losses
  • Recovery fluctuations

Why it matters: Digital monitoring and predictive analytics enable proactive decision-making, reducing downtime and improving profitability.

Ignoring Lifecycle Performance

Plant performance is determined long before commissioning. Early design decisions directly influence:

  • OPEX
  • Maintenance costs
  • Energy consumption
  • Recovery efficiency
  • Plant availability

Why it matters: Plants designed for lifecycle performance achieve greater reliability, lower downtime, and stronger long-term returns.

Industry Approach: From Digitalization to Lifecycle Engineering

Leading engineering and automation providers such as Siemens, Honeywell, Worley, and others typically focus on digitalization, advanced process control, predictive maintenance, and operational performance improvements. These strategies help plants optimize operations and improve decision-making once facilities are running. 

However, the most successful lithium projects recognize that operational excellence begins much earlier. The greatest value is created when engineering decisions made during project development reduce risks before they become operational problems. 

Rather than viewing process engineering, plant design, automation, and digitalization as separate activities, leading organizations are increasingly adopting an integrated lifecycle approach that connects design, operations, and future expansion requirements from day one. 

Where Utthunga Adds Value?

Utthunga helps lithium producers identify and mitigate design risks early through: 

  • Process and plant engineering 
  • Feasibility studies and process simulation 
  • Equipment, piping, and layout engineering 
  • Instrumentation and control design 
  • Plant integration and multidisciplinary engineering 
  • Brownfield modernization and debottlenecking 
  • Process optimization and capacity expansion 

By combining process expertise with plant engineering capabilities, Utthunga helps build lithium facilities that are scalable, reliable, and easier to operate throughout their lifecycle. 

Conclusion

Many of the biggest challenges in lithium extraction originate long before operations begin. Incomplete process understanding, technology integration issues, scaling risks, and reliability gaps can quietly impact plant performance and profitability for years.

Organizations that take a lifecycle-focused engineering approach are better positioned to improve recovery, reduce operational risk, and scale efficiently as lithium demand continues to grow.

Planning a Greenfield or Brownfield Lithium Project?
Book a Plant Visit Today and discover how Utthunga can help engineer a more reliable, efficient, and future-ready lithium operation.

How to Unlock Higher Production From Existing South American Lithium Assets

How to Unlock Higher Production From Existing South American Lithium Assets

South America is at the center of the global lithium supply chain. Argentina and Chile already have operating lithium assets, while new projects and expansions are adding production capacity across the region.

But the next production opportunity may not always require a new mine or a new plant.

Existing assets can often deliver more—if operators know where production is being lost and how to remove those constraints.

As lithium producers face pressure to improve output, recovery, costs, and water efficiency, the focus is shifting from simply building capacity to getting more performance from assets already in operation.

Start With Where Production Is Being Lost

Increasing production begins with understanding the gap between design performance and actual plant performance. 

For existing lithium operations, constraints can emerge across the value chain—from brine extraction and wellfield performance to evaporation, processing, utilities, equipment reliability, and downstream conversion. 

The first step is therefore to establish a clear performance baseline. 

Key questions include: 

  • Where are production bottlenecks occurring? 
  • Which assets are operating below their design potential? 
  • Where are recovery losses occurring? 
  • Which equipment constraints are limiting throughput? 
  • How are feed and operating conditions affecting performance? 
  • Where are maintenance issues creating recurring downtime? 

A data-backed assessment can identify the few constraints that have the greatest impact on production. 

Optimize the Wellfield and Process Together

For brine-based lithium operations, production performance is closely connected to the relationship between the resource, wellfield, and processing system.

Wellfield behavior can change over time. Brine chemistry, flow rates, lithium concentration, pumping strategies, and reservoir conditions can all influence production.

Optimization therefore needs to look beyond individual assets.

Resource behavior → Wellfield performance → Process recovery → Production output

Connecting these variables can help operators identify opportunities to improve extraction and processing without simply adding more infrastructure.

Remove Bottlenecks Before Adding Capacity

Expansion is not always the fastest route to higher production.

Existing plants may contain underutilized equipment or hidden constraints that prevent the operation from reaching its full potential. Utilities, material flows, instrumentation, control loops, equipment availability, and process interfaces can all become bottlenecks.

A structured debottlenecking exercise can help identify where targeted engineering changes can unlock additional capacity.

This could involve:

Process optimization | Equipment upgrades | Control improvements | Utility optimization | Automation enhancements | Maintenance improvements

The objective is to increase throughput while minimizing unnecessary capital expenditure.

Turn Plant Data into Production Intelligence

Most operating lithium assets generate significant volumes of process and equipment data. The challenge is turning that data into decisions.

Industrial connectivity can bring data from field devices, control systems, equipment, and production systems into a common operational view.

Advanced analytics can then help identify process deviations, equipment degradation, abnormal operating conditions, and production losses.

Digital twins can support what-if analysis and help teams evaluate process changes before implementing them in the plant.

AI can take this further by helping identify patterns that may not be immediately visible through conventional monitoring.

The goal is not more data. It is better production decisions.

Where Utthunga Can Help?

Utthunga can help South American lithium producers connect process engineering, automation, industrial connectivity, and digital intelligence to improve existing asset performance.

Its capabilities can support:

  • Process & Plant Engineering – identify constraints and optimize plant performance.
  • Automation & Controls – improve control strategies and process stability.
  • Industrial Connectivity – connect equipment, control systems, and operational data.
  • Digital Twin & Simulation – evaluate optimization scenarios before implementation.
  • AI & Analytics – identify production losses, anomalies, and reliability opportunities.
  • Asset Reliability – improve equipment availability and maintenance effectiveness.

This approach is particularly relevant as regional producers pursue phased expansions and seek to leverage existing infrastructure rather than treating every production increase as a greenfield development. Recent expansion plans in Argentina demonstrate this direction, including phased capacity additions designed to leverage existing infrastructure and operating experience.

Looking to unlock higher production from your existing lithium assets?

Talk to Utthunga’s lithium engineering experts → 

How Brazilian Lithium Producers Can Accelerate the Path to Commercial Production?

How Brazilian Lithium Producers Can Accelerate the Path to Commercial Production?

Brazil is emerging as an important lithium-producing region, with growing activity around resource development, processing, and battery-material supply chains. But moving from a promising resource to sustained commercial production requires more than securing reserves or proving a process.

For Brazilian lithium producers, the next challenge is speeding up the transition from resource potential to reliable, scalable production.

That requires engineering decisions to be made early, integration to happen across disciplines, and operational readiness to be built into the project from the start.

Start With the Resource—and Design Around It

No two lithium resources behave exactly the same way. Mineralogy, grade, impurities, recovery characteristics, and feed variability can all influence process performance.

For hard-rock lithium projects, this can affect crushing, beneficiation, concentration, conversion, material handling, water, and energy requirements. For projects exploring Direct Lithium Extraction (DLE), feed chemistry, pretreatment, water management, chemical requirements, and downstream processing introduce additional considerations.

The first step toward faster commercialization is therefore a resource-specific process and engineering strategy.

The objective should not simply be to prove that lithium can be extracted. It should be to establish a process that can be engineered, integrated, controlled, and scaled economically.

Close the Gap Between Pilot and Plant

One of the biggest risks in lithium projects is the transition from pilot-scale success to commercial-scale performance.

A pilot can demonstrate technical feasibility, but commercial production introduces new challenges around equipment sizing, process integration, utilities, automation, controls, material flows, and operating conditions.

Producers can reduce this gap by bringing plant engineering into the process-development stage.

Early engineering can help identify:

  • Process integration requirements
  • Equipment and utility requirements
  • Control and instrumentation needs
  • Bottlenecks and operational constraints
  • Data and connectivity requirements
  • Commissioning and ramp-up priorities

This creates a clearer path from pilot validation to execution-ready plant design.

Design for Operations Before Commissioning

Commercial readiness should not begin when the plant is ready to start.

Operational requirements need to be considered during engineering.

Control philosophy, instrumentation, asset hierarchy, alarm management, maintenance strategy, operator workflows, production KPIs, and data architecture should be defined before commissioning.

This allows teams to identify operational issues earlier and reduces the risk of discovering critical gaps after startup.

The goal is simple:

Build a plant that is ready to operate—not just ready to commission.

Integrate the Entire Plant not Just the Core Process

Another important acceleration opportunity is looking beyond the primary lithium extraction or processing technology.

Commercial production depends on the interaction between multiple systems:

Process → Utilities → Equipment → Automation → Controls → Data → Operations

For DLE projects, for example, the technology package needs to integrate with pretreatment, utilities, downstream processing, instrumentation, automation, and plant-wide digital systems.

A fragmented approach can create interfaces, delays, and integration risks. A coordinated engineering approach can help identify these dependencies earlier and support smoother execution.

How Utthunga Can Help Accelerate Commercial Readiness?

Utthunga supports lithium producers and technology providers across the engineering and digital layers required to move from process development toward commercial operations. 

Its capabilities include: 

  • Process & Plant Engineering – translating process requirements into execution-ready engineering. 
  • Automation & Controls – developing control architectures and integrating plant systems. 
  • Industrial Connectivity – connecting equipment, control systems, and operational data. 
  • Digital Engineering – creating connected engineering information and digital models. 
  • AI & Analytics – converting plant data into actionable production and reliability insights. 
  • Commissioning & Optimization – supporting the transition from plant startup to stable operations. 

By connecting engineering, automation, digital technologies, and operational requirements, Utthunga can help reduce the gap between process readiness and plant readiness. 

Ready to accelerate your lithium project toward commercial readiness?