Case Studies - GreyB https://greyb.com/case-studies/ Fri, 29 May 2026 12:58:40 +0000 en-US hourly 1 https://greyb.com/wp-content/uploads/2019/12/cropped-greyb-fevicon-32x32.png Case Studies - GreyB https://greyb.com/case-studies/ 32 32 251228237 Helping a Chemical Company Find the Right AI Inventory Management Tool https://greyb.com/case-studies/ai-inventory-management-tool/ Fri, 29 May 2026 12:58:37 +0000 https://greyb.com/?post_type=case_study&p=114313 Value Delivered GreyB helped the client move from manual inventory planning toward a more predictive, system-driven approach. The client received a structured supplier evaluation framework that clarified which AI inventory management tools could support warehouse automation, demand forecasting, and future SAP readiness. The findings helped the client reduce selection risk, avoid generic AI claims, and […]

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Value Delivered

GreyB helped the client move from manual inventory planning toward a more predictive, system-driven approach. The client received a structured supplier evaluation framework that clarified which AI inventory management tools could support warehouse automation, demand forecasting, and future SAP readiness.

The findings helped the client reduce selection risk, avoid generic AI claims, and prepare for a controlled pilot without exposing the business to an unsuitable or hard-to-integrate solution.

Problem Solved

The client’s inventory management process relied heavily on spreadsheets and manual tracking. This limited real-time visibility and made the team react to inventory problems after they occurred. Demand fluctuations increased the risk of stockouts, overstocking, and inefficient warehouse planning.

The client needed an AI-based warehouse management solution that could automate inventory decisions, forecast demand, and fit the realities of a chemical warehouse. However, the supplier market was crowded with platforms making similar AI claims. Public information did not clearly show which tools could handle chemical-specific needs such as batch tracking, shelf-life constraints, hazardous material considerations, or SAP integration.

The key challenge was to separate practical, implementation-ready solutions from generic software claims.

Solution Offered

GreyB mapped the client’s operational requirements, including production capacity, product types, warehouse workflows, regional support needs, and upcoming SAP S/4HANA readiness. The team then screened more than 50 global AI and warehouse management solution providers.

Instead of relying only on vendor websites and brochures, GreyB built a weighted scoring framework around the client’s actual needs. The evaluation focused on explainable AI, SAP compatibility, chemical industry fit, implementation readiness, and regional support.

GreyB also carried out direct supplier interactions to verify integration claims, support availability, and deployment feasibility. This helped uncover important differences between tools that appeared similar in public material.

The final output was a confidential shortlist of the most suitable AI inventory management tools, along with a low-risk pilot recommendation for testing the best-fit solution in one warehouse before wider rollout.

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How Concept-Driven Prior Art Search Strengthened a Crypto Litigation Case https://greyb.com/case-studies/prior-art-search-for-cryptocurrency-litigation/ Fri, 22 May 2026 10:03:06 +0000 https://greyb.com/?post_type=case_study&p=113927 Value Delivered This approach enabled the identification of highly relevant prior art which provided the client with strong technical evidence to support their litigation strategy by addressing critical claim elements directly. As a result, the client was able to strengthen their invalidation arguments, improve their overall position in the multi million dollar crypto market. Problem […]

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Value Delivered

This approach enabled the identification of highly relevant prior art which provided the client with strong technical evidence to support their litigation strategy by addressing critical claim elements directly. As a result, the client was able to strengthen their invalidation arguments, improve their overall position in the multi million dollar crypto market.

Problem Solved 

The client was involved in a high-stakes cryptography-related litigation focusing on a reduction method used to optimize computational efficiency in systems like Bitcoin transactions. The key challenge was identifying prior art for an equation-driven claim involving a specific reduction value formulation and replacement of the least significant bit (LSB). Traditional search approaches failed because prior art rarely expresses mathematical concepts using identical symbolic representations. Variations in notation, variable definitions, and expression formats made direct equation-based searching ineffective. Additionally, limited pre-priority literature further increased the difficulty of locating relevant disclosures.

Solutions Offered

To address this, we shifted from exact equation matching to a concept-driven search strategy. The equation was deconstructed into its fundamental components, including the mathematical operations, variable relationships, and functional intent. Instead of relying on symbolic queries, we translated the equation into descriptive and mechanism-based search prompts. This enabled us to explore broader technical disclosures, including known reduction techniques such as Montgomery reduction, while specifically focusing on the unique aspect of LSB replacement rather than cancellation (as highlighted during iterative exploration phases in the search process). By progressively simplifying and generalizing search queries, and eventually expressing the equation explicitly in words, we were able to uncover references describing similar reduction mechanisms aligned with the claimed invention.

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Invalidating Alkali-Free Glass Composition Claims in a High-Stakes Materials Science Lawsuit https://greyb.com/case-studies/invalidating-alkali-free-glass-composition/ Fri, 15 May 2026 09:26:45 +0000 https://greyb.com/?post_type=case_study&p=113609 Value Delivered GreyB identified strong primary prior art and combined it with a secondary reference. This helped invalidate a tough composition claim in a materials science patent and supported the defense of prominent display manufacturers in a lawsuit. The work went beyond locating references. GreyB used a structured approach to convert mass% disclosures into mol% […]

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Value Delivered

GreyB identified strong primary prior art and combined it with a secondary reference. This helped invalidate a tough composition claim in a materials science patent and supported the defense of prominent display manufacturers in a lawsuit.

The work went beyond locating references. GreyB used a structured approach to convert mass% disclosures into mol% across nearly 500 closely relevant documents. The team built a custom Excel calculator for this conversion.

This gave the attorneys a defensible, like-for-like mapping of constituents against the claimed ranges. It helped them argue that the claimed glass composition was not inventive. The strategically chosen SrO concentration was shown to be a routine combination, supported by well-known functional teachings in the art.

Problem Solved

The client faced a patent dispute involving an alkali-free glass composition claim. The claim was restricted by mole-percent ranges of nearly ten constituents, including SiO₂, Al₂O₃, B₂O₃, MgO, CaO, SrO, BaO, and others.

The research goal was to identify prior art that disclosed this exact compositional fingerprint before the cut-off date. The challenge had two parts.

First, most patented and non-patented literature reported compositions in mass percentage instead of mol%. This made direct comparison impossible without conversion.

Second, even when the constituents were disclosed, the ranges rarely aligned across all ten elements at the same time. A comprehensive review yielded close candidates. However, none matched every constituent. The claimed SrO range remained a key gap.

Solutions Offered

The turning point came when the team stopped relying on manual conversions and AI tools. Manual conversions were slow and error-prone. AI tools were faster but unreliable for snippet-level inputs.

Instead, GreyB built a dedicated mass%-to-mol% conversion calculator in Excel. The calculator automatically flagged values that fell within the claimed ranges.

Using this calculator, the team streamlined the review of nearly 500 closely relevant documents. This revealed a near-perfect primary prior art match for most of the composition.

To bridge the remaining SrO gap, the team shifted from range-matching to functionality-matching. They examined why the patent restricted SrO to ≤ 2.0 mol%. The reason was to control density, modulus, and strain point.

The team then located a secondary reference that disclosed the same SrO concentration. This reference tied the concentration to the same desirable properties for high-quality alkali-free glass.

Together, the two references established a clear motivation for a person skilled in the art to combine them. This completed the invalidity argument and helped the client defend the lawsuit.

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Helping a Client Find the Right Color-Tech Partner for Stimulus Type https://greyb.com/case-studies/helping-a-client-find-the-right-color-tech-partner/ Fri, 08 May 2026 14:38:15 +0000 https://greyb.com/?post_type=case_study&p=113174 The client wanted to find color-changing technology for polymer applications across industries such as packaging, construction, and electronics. Most partner scouting studies follow a company-first approach. They identify 25–30 entities, score them using generic parameters, and recommend a top three. This can create false equivalence. The market includes different types of color-changing solutions. Some respond […]

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The client wanted to find color-changing technology for polymer applications across industries such as packaging, construction, and electronics. Most partner scouting studies follow a company-first approach. They identify 25–30 entities, score them using generic parameters, and recommend a top three. This can create false equivalence.

The market includes different types of color-changing solutions. Some respond to temperature, some to light, some to electricity, pressure, water, chemicals, or lasers. These solutions also differ by format, including masterbatches, inks, coatings, and films. Their polymer compatibility and commercial readiness also vary. A thermochromic masterbatch and an electrochromic film are not the same type of solution and should not be compared as if they are.

Therefore, GreyB identified the need for a different approach for its client. The goal was to compare partners within each stimulus category and answer two questions:

  1. For each type of color change, which partner is the best fit?
  2. How does the known partner compare in that specific category?

Building the Search around Stimulus Categories

GreyB first mapped the different ways a material can change color. These included temperature, light/UV/IR, electricity, pressure, water or moisture, chemical or gas exposure, and laser response. Each stimulus became a separate search track. This helped avoid blind spots from the start.

For each stimulus category, the team searched for real, commercially available solutions across company websites, industry databases, product catalogs, trade publications, and third-party sources. The focus was limited to polymer-compatible, ready-to-use formats such as masterbatches, inks, coatings, and films.

Patents were not used for broad landscape mapping. Once a solution was identified, the team reviewed its associated patents to understand the color-changing mechanism, validated substrates, and whether the technology was proprietary. This added more depth than website information alone.

Comparing Solutions within the Right Category

All identified solutions were evaluated using a structured framework. The framework covered technical feasibility, implementation viability, and partner feasibility. Scoring and ranking were done within each stimulus category. Thermochromic solutions were compared only with thermochromic solutions. Photochromic solutions were compared only with photochromic solutions. The known partner was used as the constant benchmark across every category.

GreyB also gathered details that were not publicly available through direct outreach to selected solution providers. These included performance data, indicative pricing, customization feasibility, processing compatibility, lead times, and production capacity. This ensured the final evaluation was based on validated information, not only website claims.

Moving Beyond a Single Ranked List

The final output was organized stimulus by stimulus. For each type of color-change technology, specific suppliers were identified as the best fit. Recommendations were separated into short-term and long-term partners. Short-term partners had commercialized, ready-to-use solutions.

Long-term partners had strong proprietary R&D and customization capability. Every shortlisted supplier was benchmarked directly against the known partner. This helped answer what each supplier offered that the known partner did not, where they fell short, and whether the client should stay, switch, or complement the known partner.

What the Study Made Clear

Cross-category rankings can create false equivalence. Ranking thermochromic, electrochromic, and piezochromic solutions together can produce a single list that is methodologically weak. A mediocre solution in a crowded category can outrank a strong solution in a niche category because of scoring weights. Within-category ranking avoids this issue.

The study also showed that the known partner was not equally strong across all stimulus types. Many providers are strong in one or two categories but average or absent in others. A single top-three ranking would hide this. Stimulus-wise benchmarking showed where the known partner led, where alternatives performed better, and where a multi-partner strategy was needed.

It was also found that short-term and long-term partnerships require different criteria. A partner with ready-to-use masterbatches may be useful for immediate needs. A partner with proprietary technology and R&D capability may be better for long-term differentiation. Treating all partners on one timeline can mislead decision-making.

Building a Clearer Partner Selection Framework

The study helped the client move beyond the limits of traditional partner scouting. Instead of presenting one ranked list as objective truth, GreyB delivered stimulus-wise rankings, a constant benchmark against the known partner, and clear short-term and long-term recommendations. This gave the client a transparent and actionable view of the color-intelligence technology landscape.

The client could decide whether to stay with the existing partner or switch, but also for which technology types, on what timeline, and with what trade-offs. The stimulus-first methodology was also adopted as a reusable framework for technology scouting projects where different solution types cannot be meaningfully compared in a single ranking.

If you want to find the right color-tech partner, connect with our experts today.

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How GreyB Found a Viable Resale Path for Contaminated Industrial Packaging  Waste https://greyb.com/case-studies/finding-a-viable-resale-path-for-contaminated-industrial-packaging-waste/ Fri, 08 May 2026 13:49:34 +0000 https://greyb.com/?post_type=case_study&p=112986 An industrial manufacturer generated large volumes of residual packaging during routine PET and PTA operations. This waste included plastic bags, such as liners with raffia sacks and bulk bags, along with metal and plastic drums and wooden pallets. Much of this packaging was contaminated with hazardous chemical residues, including metal acetates, powder residues, glycols, and […]

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An industrial manufacturer generated large volumes of residual packaging during routine PET and PTA operations. This waste included plastic bags, such as liners with raffia sacks and bulk bags, along with metal and plastic drums and wooden pallets.

Much of this packaging was contaminated with hazardous chemical residues, including metal acetates, powder residues, glycols, and heat-transfer oils.

To meet compliance requirements, the company sent this packaging to certified disposal partners. This was a safe and legally sound approach, but it kept adding costs. The packaging had no clear route for reuse, recycling, or value recovery.

The client wanted to find a practical and repeatable solution. The goal was to reduce disposal costs, break even, or create value from the used packaging.

Framing the Problem around Economic Viability

The team looked at the challenge through a simple business lens. The goal wasn’t just to dispose of the contaminated packaging safely, but to see if the packaging could recover its own cost or create value.

GreyB tested two practical options:

  1. Sell the contaminated packaging directly to buyers who are certified to handle hazardous residues.
  2. Clean the packaging first and then sell it to buyers who would not accept contaminated material.

Both options were tested using one simple rule:

Resale value − total cost ≥ 0

Here, the total cost included cleaning, transportation, handling, and compliance-related expenses.

If the resale value was lower than the total cost, the option was not viable. This helped team focus on finding a value-creating route, instead of only improving disposal efficiency

Direct sale of residual packaging was not a viable option

First, the team tested the feasibility of the simpler pathway, the direct sale of contaminated packaging.

The team mapped potential buyers and checked whether they could handle such packaging. This showed that the problem was not a lack of demand. The real barriers were technical and regulatory.

  • Hazardous contamination transfers liability, not just material. Buyers were unwilling to assume ownership without explicit authorization for specific contaminant classes.
  • Contaminant specificity was rarely disclosed. While many entities claim to handle “chemical contamination,” few are prepared to accept powder-based residues or metal salts due to downstream processing and certification risk.
  • Downstream acceptance criteria remain strict. Even where recyclers exist, contaminated packaging can compromise quality, certifications, or end-customer commitments.

So while resale value was almost zero, costs still remained. Therefore, the direct sale was not economically viable.

Focusing on formats where resale value was higher than the total cost

Once direct sales were ruled out, GreyB tested the second option: cleaning the packaging first, then selling it.

This option was only useful if cleaning could do two things:

  1. Remove the hazardous classification
  2. Increase the resale value enough to cover cleaning and other costs

The team assessed this pathway by packaging format rather than treating all materials uniformly:

  • Metal and plastic drums
    Established reconditioning ecosystems existed. Cleaning could remove residual oils and liquid contaminants, making the drums suitable for resale. This also opened access to buyers willing to pay for clean containers.
  • Plastic bags / bulk liners and wooden pallets
    Commercial cleaning options were limited, especially when the packaging contained powder-based residues. Even when cleaning was technically possible, the resale value was often too low to cover the total cost.

This evaluation helped the client focus on packaging formats in which resale value could cover the total cost, rather than pursuing technically feasible but commercially impractical solutions.

Comparing vendors on operational, regulatory, and handling criteria

GreyB’s contribution was not limited to identifying vendors. The client was guided  from uncertainty to resolution by:

  • Validating buyer and service-provider claims through direct engagement
  • Challenging contaminant-handling assumptions rather than accepting generic statements
  • Comparing options side-by-side using a consistent economic condition
  • Eliminating routes that could not meet break-even requirements early

The shortlisted options were compared side by side against operational, regulatory, and handling criteria.

The focus shifted from asking, “Who can take this packaging waste?” to “How can it create value for the business?

This gave the client a more practical, evidence-based way forward, rather than continuing with a model that only added disposal costs.

Cleaning unlocked resale potential for selective packaging formats 

The analysis gave the client a clear and practical way forward.

  • Direct sale of contaminated packaging was not commercially viable
  • Cleaning followed by resale was a workable pathway for selective packaging formats

The client also gained a repeatable decision framework to assess future packaging streams using the same economic logic.

Instead of forcing a single solution across all packaging formats, GreyB helped the client identify where value recovery was feasible. The final pathway aligned with regulatory requirements, operational limits, and commercial realities.

If you are evaluating viable pathways to create value from contaminated industrial packaging residual, connect with our experts today.

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Designing a Viable Path to Cooling Tower Efficiency Under Data Constraints https://greyb.com/case-studies/designing-a-viable-path-to-cooling-tower-efficiency-under-data-constraints/ Sat, 02 May 2026 14:08:58 +0000 https://greyb.com/?post_type=case_study&p=113166 A chemical manufacturing facility used a centralized cooling tower system to remove heat across multiple batch reactors operating in parallel. The system had been running for more than two decades. It included two cooling tower fans and eight circulation pumps supplying cooling water at different pressure levels, depending on reactor demand. The cooling tower accounted […]

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A chemical manufacturing facility used a centralized cooling tower system to remove heat across multiple batch reactors operating in parallel.

The system had been running for more than two decades. It included two cooling tower fans and eight circulation pumps supplying cooling water at different pressure levels, depending on reactor demand.

The cooling tower accounted for nearly 25–30% of the site’s total electricity consumption. This made it one of the most energy-intensive assets in the plant.

At the same time, high makeup water consumption had become a recurring operational concern. This was driven by evaporation losses, pressure fluctuations, and process variability.

Cooling water distribution was controlled manually and based on pressure. There was no direct flow measurement.

As reactor demand changed across batches, operators switched pumps on and off to maintain pressure. This led to unstable operation, energy overshoot, and inefficient water use.

The client also lacked original design drawings and hydraulic data for the cooling tower. This made it difficult to diagnose performance gaps through conventional engineering methods.

The client wanted to understand whether electricity and water consumption could be reduced. The goal was to improve control of the existing system or identify alternative technologies that could deliver higher efficiency under these constraints.

Looking at Technology and Service Options

GreyB started by examining the available ecosystem across two directions:

  1. Automation and control solutions that could optimize pump operation using the existing VFDs, PLC/DCS infrastructure, and soft starters
  2. Engineering and cooling tower specialists that could simulate, rebalance, or redesign the system to address thermal and hydraulic inefficiencies

The search was kept broad at the beginning. Automation software providers, cooling tower OEMs, and engineering consultancies were mapped in parallel.

As the system understanding improved, their capabilities were revisited.

At this stage, the work focused on identifying external providers who could potentially optimize or replace the existing cooling system.

No Single Solution Could Solve the Constraint

As GreyB validated vendor claims through technical discussions and follow-ups, a consistent pattern emerged.

Most automation vendors could deliver meaningful optimization only if flow data or baseline system models were available.

Engineering firms that could perform full thermal and hydraulic balance studies required extensive field measurements, instrumentation, or testing campaigns before making recommendations.

No commercially established solution could deliver immediate efficiency gains while also compensating fully for the absence of design data.

This showed that the challenge was not linked to search depth or vendor quality. The issue was structural.

The system could not be fully optimized through a single off-the-shelf solution because of how cooling systems are designed, controlled, and optimized.

Structuring the Problem around What Was Realistically Possible

Once this became clear, GreyB shifted the focus.

Instead of continuing the search for a single end-to-end fix, the team structured the problem around time horizons and control philosophy.

Short-term opportunities were separated from long-term corrective actions.

Solutions were evaluated based on what they could realistically deliver under the existing conditions.

GreyB defined two pathways:

  1. Near-term automation to stabilize pump operation and reduce energy volatility using existing infrastructure
  2. Long-term thermal and hydraulic correction through detailed engineering studies and system rebalancing

Capabilities were challenged directly. Options that could not operate without additional data or instrumentation were deprioritized.

This helped turn a loosely defined efficiency problem into a structured decision framework grounded in operational reality.

GreyB Helped Build a Phased Path Forward

The study confirmed that no Tier-1 solution currently exists that can fully optimize an aging, pressure-controlled cooling tower system without additional data collection or phased system intervention.

This conclusion was reached through validation and constraint mapping, not assumption.

GreyB helped the client replace uncertainty with clarity.

The client gained a realistic understanding of where efficiency gains were immediately achievable, where deeper system changes were required, and where further effort would not materially change the outcome.

Instead of ending with a list of vendors, the engagement resulted in a defensible, phased path forward aligned with how the cooling tower ecosystem actually works.

If you are evaluating viable path to cooling tower efficiency under data constraints, connect with our experts today.

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How Reading Between the Lines of the Synthesis Method Uncovered Hidden Prior Art https://greyb.com/case-studies/identifying-hidden-prior-art-for-a-battery-electrode-patent/ Thu, 30 Apr 2026 10:20:45 +0000 https://greyb.com/?post_type=case_study&p=112782 Value Delivered GreyB helped the client build a stronger invalidity position by moving beyond keyword-led searching. The findings equipped the client with a multi-layered attack: one reference supported the polymer structure and synthesis route, while additional references supported its use as a battery electrode binder and its hydrogen-bonding behavior.  Problem Solved  The target claim required […]

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Value Delivered

GreyB helped the client build a stronger invalidity position by moving beyond keyword-led searching. The findings equipped the client with a multi-layered attack: one reference supported the polymer structure and synthesis route, while additional references supported its use as a battery electrode binder and its hydrogen-bonding behavior. 

Problem Solved 

The target claim required a Spandex copolymer binder for battery electrodes, where the copolymer had a hard segment supporting hydrogen bonding and a soft polyol-based portion. Initial searches using direct terms such as “Spandex,” “binder,” and “electrode” did not return useful results.

The key challenge was that relevant prior art did not explicitly describe the polymer as “Spandex” in a battery binder context. Some references disclosed similar polymer structures, but they were silent on battery electrode use. This created a gap between the polymer chemistry and the claimed application.

Solutions Offered

GreyB reframed the search from a product-name approach to a synthesis-based approach. Instead of searching only for “Spandex,” the team deconstructed the material into its core chemistry: isocyanates and polyols forming polyurethane/polyurea structures.

By identifying the core chemical precursors, the team mapped the material’s structural lineage rather than its stated use. This methodology allowed for a cross-domain correlation between “structure-only” art (found in polymer journals) and “application-specific” art (found in electrochemical patents).

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Invalidating a Menstrual Cup Patent to Enter a $350 Million Market https://greyb.com/case-studies/invalidating-a-menstrual-cup-patent/ Wed, 29 Apr 2026 13:48:25 +0000 https://greyb.com/?post_type=case_study&p=112716 Value Delivered GreyB identified clear prior commercial use and built a dual invalidity strategy using NPL and analogous art. This enabled the client to confidently challenge the patent in opposition, clearing a pathway to enter a $350 million market.  Problem Solved  The client sought to invalidate a menstrual cup patent to strengthen an ongoing opposition […]

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Value Delivered

GreyB identified clear prior commercial use and built a dual invalidity strategy using NPL and analogous art. This enabled the client to confidently challenge the patent in opposition, clearing a pathway to enter a $350 million market. 

Problem Solved 

The client sought to invalidate a menstrual cup patent to strengthen an ongoing opposition case. This was a high-stakes mandate, as the patent’s key claims had already survived following a prior round of opposition.The primary challenge was a specific claim limitation: a stem extension with a length greater than the cup body. An initial round of searching by the client had failed to identify prior art meeting this dimensional requirement, as most industry patents and commercial products featured stems significantly shorter than the device body. 

Solutions Offered

Team executed a targeted Non-Patent Literature (NPL) search, shifting focus from traditional patent databases to consumer-facing blogs, forums, and product review sites. This methodology identified a commercial product that directly anticipated the primary claim limitation. To further solidify the invalidity position, the team mapped analogous art across the broader vaginal device domain, thereby addressing the patent’s claimed technical effect through an obviousness-based attack.

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E2E Artwork Process Mapping for a Global FMCG Company https://greyb.com/case-studies/e2e-artwork-process-mapping/ Tue, 28 Apr 2026 12:43:53 +0000 https://greyb.com/?post_type=case_study&p=113209 A Fortune 500 FMCG company wanted to improve its end-to-end packaging artwork and pre-press workflow. The objective was to conduct a structured assessment to identify opportunities for outsourcing, automation, and process improvement across two key stages: Preprint Stage (covering artwork design and pre-press preparation) & Reprographic Stage (covering technical validation of printing processes) The underlying […]

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A Fortune 500 FMCG company wanted to improve its end-to-end packaging artwork and pre-press workflow. The objective was to conduct a structured assessment to identify opportunities for outsourcing, automation, and process improvement across two key stages: Preprint Stage (covering artwork design and pre-press preparation) & Reprographic Stage (covering technical validation of printing processes)

The underlying issue reflected a broader industry challenge: improving operational agility, managing costs, and maintaining quality standards by defining the appropriate balance between in-house work, external providers, and technology use.

The project involved several challenges:

  • Mapping a wide range of potential external service providers and software tools across multiple regions.
  • Creating an evaluation framework to compare these entities on quality, cost, and agility without access to confidential commercial information.
  • Verifying claims to differentiate between promoted capabilities and solutions with demonstrated implementation.
  • Producing a clear roadmap that specified what activities to outsource, what to automate internally, and where a combined approach was appropriate.

Carrying out a structured, three-phased approach

Phase 1 – Market Mapping

A multi-method research approach was used to identify a long list of relevant entities. This included reviewing global supplier databases, analyzing patent and innovation activity, tracking industry forums and events, and using AI-supported search tools to identify both established and emerging options.

Phase 2 – Evaluation and Shortlisting

A tailored evaluation matrix aligned with the client’s objectives was developed. Each service provider and software solution was assessed using secondary research and limited primary validation. Entities were grouped into tiers (Explore, Monitor, Deprioritize) based on alignment with the client’s needs.

Phase 3 – Roadmap Development

The findings were translated into practical recommendations. A shift toward a more linear process flow was proposed to reduce complexity. The final roadmap outlined:

  • Outsourcing: Categories of service providers suited for external engagement, particularly for creative design, innovation-related work, and advanced technical validation.
  • Technology Adoption: Types of software platforms suitable for internal use to automate repetitive activities, support quality checks, and centralize artwork management.
  • Hybrid Models: Process stages where collaboration between internal teams and external specialists was likely to be most effective.

Providing client a phased roadmap rather than a standalone list of suppliers or tools

GreyB’s approach offered several differentiators:

  • Combined landscape analysis: Service providers and technology tools were assessed together within a single framework.
  • Capability validation: Emphasis was placed on confirming actual capabilities through primary search rather than relying solely on stated claims.
  • Implementation focus: The output was a phased roadmap rather than a standalone list of suppliers or tools.

A faster, cost-efficient artwork process with stronger quality control

The engagement resulted in a structured reference for decision-making, including:

  • A tiered list of relevant partner categories and technology types.
  • A process-level roadmap defining responsibility by stage (outsource, in-house, hybrid).
  • Documented benchmarks and case references indicating potential improvements in cycle time, first-pass accuracy, and operating costs.
  • A clearer basis for improving consistency and efficiency in packaging artwork operations.

Want to optimize your packaging artwork workflow? Connect with our experts today.

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How GreyB Reduced Supply Chain Costs with Advanced Compaction Solutions for Fragile Products https://greyb.com/case-studies/advanced-compaction-solutions-for-fragile-products/ Tue, 14 Apr 2026 21:40:36 +0000 https://greyb.com/?post_type=case_study&p=112255 The supply chain team at a leading Fortune 500 FMCG company sought to reduce dead space in its global shipments. Their primary product was a fragile, irregularly shaped dry material that occupied significant volume in transit but was highly prone to breakage and dust formation under traditional high-pressure compaction. Standard industrial baling methods were not […]

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The supply chain team at a leading Fortune 500 FMCG company sought to reduce dead space in its global shipments. Their primary product was a fragile, irregularly shaped dry material that occupied significant volume in transit but was highly prone to breakage and dust formation under traditional high-pressure compaction.

Standard industrial baling methods were not feasible because they compromised the material’s structural integrity and its ability to re-expand during end-consumer use. The client needed to identify new compaction technologies that could balance high-density packaging with extreme material care – ensuring that shipping cost savings didn’t come at the expense of product quality.

The team faced several complexities:

  • No clear view of which compaction technologies were mature enough for industrial adoption
  • Uncertainty around how cross-industry solutions performed on fragile, fibrous dry materials specifically
  • The need to preserve re-expansion behavior post-opening – a non-negotiable consumer experience requirement
  • Ensuring any identified solution could be integrated without a complete overhaul of existing packaging lines

Moving Beyond Conventional Pressing: A Cross-Industry Scouting Approach

Rather than limiting the search to the client’s own industry, GreyB expanded the scouting to industries that routinely handle fragile, low-density dry materials, including herbal tea, medicinal plants, and specialty food packaging. This cross-industry lens was critical because the compaction challenge the client faced had already been addressed, in varying forms, in adjacent sectors.

A Cross Industry Scouting Approach
A Cross Industry Scouting Approach

Uncovering Regional Innovation Through Regional Search Engines like  Baidu and Naver

A significant share of compaction and packaging innovation – particularly in machinery and automation – originates in East and Southeast Asia and does not surface through global search engines. To ensure the landscape was complete, GreyB extended the search to region-specific platforms: Baidu and Naver to identify Chinese and Korean packaging technology developers and industrial automation companies active in this space.

This step proved essential. Several suppliers and system configurations identified through these regional searches were not present in any English-language database or publication – expanding the client’s options beyond what a conventional global search would have produced.

Uncovering Regional Innovation Through Regional Search Engines like Baidu and Naver
Uncovering Regional Innovation Through Regional Search Engines like Baidu and Naver

Key Findings from the Analysis

  • Vibratory Settling & Vacuum Hybrids: Systems that use controlled vibration to settle materials into their most stable, dense state before using low-bar vacuum sealing to “lock” the density without crushing the fibers.

Vibratory Settling & Vacuum Hybrids
Vibratory Settling & Vacuum Hybrids

  • Modified Atmosphere Compaction (MAC): A sophisticated approach that replaces internal air with inert gases to create a stabilizing internal “cushion,” protecting the product from external impact during transit.
  • Sensor-Driven Mechanical Compression: Next-generation machinery that uses real-time feedback loops to apply precise, variable pressure, preventing the over-compaction that leads to material breakage.

TRL & Supplier Customization Assessment

Hundreds of potential solutions were evaluated based on their Technology Readiness Level (TRL). The team filtered for “late-stage” technologies-those already proven in other industrial environments-to ensure the client could move toward implementation with minimal R&D risk.

The team engaged with global suppliers to verify if their standard systems could be customized. We specifically looked for the ability to adjust the “intensity and duration” settings, ensuring the machinery could be fine-tuned to the client’s material fragility.

What the Client Gained

The client moved from a logistics problem with no clear technology path to a structured, evidence-backed landscape of compaction solutions validated across multiple industries and geographies. Specifically, the study delivered:

  • A cross-industry technology landscape covering compaction approaches applicable to fragile dry materials, with each solution assessed against product integrity and consumer experience criteria
  • Confirmation that meaningful pack density improvements are achievable — directly translating to fewer shipping containers per dispatch cycle and a measurable reduction in global carbon footprint
  • Visibility into regional innovation ecosystems in China and South Korea that would not have surfaced through conventional global searches
  • A tiered set of recommendations ranked by readiness for adoption, giving the team clarity on what could be integrated into existing packaging lines immediately and what represented a longer-term competitive opportunity — without the R&D risk of unproven technology

Dead Space Is Costing Your Supply Chain More Than You Think

For global consumer goods companies shipping fragile, low-density dry products, the real inefficiency is rarely the logistics network itself – it is the volume of air being shipped alongside the product. Identifying the right compaction approach requires looking well beyond your own industry and evaluating solutions against the specific constraints of your material, not just generic density benchmarks.

GreyB’s Technology Scouting service helps supply chain and packaging teams build a cross-industry view of what is technically feasible, commercially available, and practically implementable – so decisions are backed by global intelligence rather than vendor familiarity. If your team is facing a similar challenge, schedule a consultation with our experts today. 

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The post How GreyB Reduced Supply Chain Costs with Advanced Compaction Solutions for Fragile Products appeared first on GreyB.

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