Cost of Goods (COGS) modelling and Techno-Economic Analysis (TEA) — also known as Techno-Economic Assessment — are critical components in the commercialization of advanced therapies, biologics, vaccines, cell and gene therapies, cultivated cell-based nutrition, dermocosmetics, and other bioindustries.
These analyses underpin Healthcare Technology Assessments (HTAs), which ultimately influence reimbursement pathways, government and private insurance coverage, national subsidy and co-payment programs, pricing strategy, long-term market adoption, and ultimately patient access.
In biotechnology, the process is often the product. Selecting a technology during early development that is not linearly scalable into commercial manufacturing can result in costly delays, inefficient capital deployment, underutilization of grant or investor funding, prolonged time-to-market, reduced competitiveness against alternative modalities, and a shortened effective patent life. For a blockbuster drug or therapy, every year of lost exclusivity can cost billions of dollars in foregone revenue — a branded drug generating US$3 billion annually loses approximately US$8.2 million per day of market exclusivity, with revenue typically declining by 80–90% within the first year of generic entry following patent expiry.
Early manufacturing missteps may significantly impact commercialization timelines and reduce the available market opportunity window. A rigorous and accurate COGS/TEA strategy is therefore essential to ensuring long-term commercial success. It provides a clear understanding of manufacturing economics, scalability, pricing structures, reimbursement alignment, and operational efficiency while enabling high-yield, cost-effective production.
Esco Aster utilizes proprietary financial and manufacturing models leveraging both our linearly scalable Tide Motion® bioreactor technologies and third-party manufacturing platforms to evaluate:
Our analyses support strategic decision-making for companies evaluating whether to:
A robust COGS/TEA assessment provides the economic justification and financial rigor for mission-critical business decisions, derisking investment while supporting long-term investment milestones, commercialization readiness, investor confidence, fundraising preparedness, and sustainable healthcare economics.
Where appropriate, Esco Aster can further support commercialization through our MSAT-as-a-Service offerings, helping clients refine process technologies to achieve target manufacturing economics and lower COGS.
COGS and TEA analyses influence strategic decisions across the entire product lifecycle:
Beyond manufacturing decisions, quality control and compliance strategies can also significantly impact product economics. These considerations may include:
Digital infrastructure and software architecture are increasingly important variables within COGS simulations given that the time and licensing fees to set up a paperless system may not be justifiable for a biotech startup depending on the stage, particularly when assessing operational efficiency, compliance readiness, and long-term scalability.
COGS and TEA analyses are also critical in determining sustainable product pricing strategies capable of recouping R&D investments while supporting reimbursement and market adoption. This is especially relevant in cell and gene therapy, where development costs are often substantial across
After accounting for R&D attrition rates (i.e., the costs associated with failed programs) and applying a 10.5% cost of capital, we estimate that the total clinical-stage R&D investment required to bring a new cell and/or gene therapy to market is approximately US$1.943 billion (95% CI: US$1.395–2.490 billion).
A well-structured COGS assessment enables companies to:
A comprehensive COGS/TEA framework strengthens healthcare economic positioning, supports reimbursement discussions, derisks investment, improves accessibility of the final product, and enhances confidence among investors, strategic partners, grantors, and healthcare stakeholders.
Collectively, this enables more strategic, capital-efficient research, development, clinical, and manufacturing decisions while serving as a critical component of investor pitch decks, business plans, fundraising strategies, and commercialization roadmaps.
Esco Aster provides integrated COGS analysis and Techno-Economic Assessments utilizing:
Our linearly scalable manufacturing technologies allow us to perform plant-level economic modeling through integration with our Research Services and Enterprise Solutions conceptual design capabilities.
Our capabilities include:
COGS/TEA can provide insights as well into which facility is best suited based on client process, budget and investment milestones in addition to deciding and evaluating to build their own cell processing facility partner with a CRDMO/CMO or adopt a hybrid approach which may involve initial outsourcing as commercial site is built in parallel.
Manufacturing cost optimization is vital as cell and derivates may involve complex unit operations, specialized cell processing facilities with track-record, skilled biotechnicians and manufacturing scientists making cGMP/GMP manufacturing costs a key factor in success of commercialization.
A COG/TEA analysis may highlight opportunities for process optimization, true walk away automation after loading consumables, autonomous AI enabled manufacturing and strategic outsourcing.
Through our Enterprise Solutions conceptual design services, Esco Aster develops:
These models are particularly valuable for:
Our Enterprise Solutions conceptual design services enable clients to create board-ready financial models and investor-ready manufacturing strategies for capex approval from the company board of directors and pitch decks for fundraising.
Once the required client inputs are provided — or generated through Esco Aster Research Services — Esco Aster will provide:
This may include hybrid models where early manufacturing is outsourced while commercial manufacturing facilities are developed designed & built in parallel.
Manufacturing cost optimization is particularly important for advanced therapies due to:
A COGS/TEA assessment may identify opportunities for:
Grantors benefit by ensuring funded technologies adopt scalable, economically sustainable manufacturing strategies that maximize capital efficiency and translational impact.
Esco Aster also utilizes client specific models in combination with our Strategic Capital (hyperlink) fundraising as a service
Investors can confidently move forwards with clear use of proceeds and milestone-based investment to commit funding whilst knowing that the cogs of final product and costs structure ensuring the final commercialized product from the biotech will be attractive for potential acquirer. A robust COGS analysis demonstrates financial acumen improving confidence of all stakeholders to support fundraising efforts and investor returns.
Cogs/TEA analysis can also be used to help acquirers determine fair licensing fee and acquisition costs of biotech company as well as determining final product cost competitive against other competitors in same or other modalities to determine competitiveness of acquiring biotech company as a toolkit in conjunction with our Business Development (hyperlink) as a service.
Academics, technology transfer offices, and IP stakeholders benefit from implementing linearly scalable manufacturing technologies from the earliest stages of development, improving translational potential, facilitating outward licensing, and strengthening commercialization readiness.
A strong COGS analysis demonstrates operational and financial discipline while increasing confidence in commercialization success and long-term investor returns.
COGS/TEA analyses may also support:
Ensuring that final patient costs for life-saving medicines and therapies remain affordable is especially important for single-payer insurance systems, government medical subsidy programs, and private insurers seeking to provide equitable access to medicines, vaccines, and therapies.
Esco Aster provides cost modelling insights utilizing high-throughput automation and time-motion studies to automate manual cell culture operations, typically delivered through our MSAT-as-a-Service and Research Services offerings.
Esco Aster can develop conceptual facility designs through digital twin modelling, with estimated CapEx based on the dose volumes required to meet specific cost targets, ensuring that the final product is viable for broad social implementation.
Automation is applicable to a variety of cell types, as well as 2D, spheroid, and embryoid body culture formats, particularly for induced pluripotent stem cells (iPSCs) and embryonic stem cells (ESCs).
Esco Aster provides cost modelling, front-end engineering, and automation studies including:
Applicable cell types include:
Cost modelling for cell and gene therapy is particularly important to ensure that the final product remains cost-competitive against other drug modalities, including bispecific T-cell engagers, Tri specific monoclonal antibodies, peptides, nuclear medicines, antibody–drug conjugates, and other conjugate therapies.
COGS modelling is essential to determine the competitiveness and scalability of:
Given the high cost of gene therapy manufacturing and the significant yield losses associated with downstream processing, detailed economic modelling of AAV manufacturing is critical to ensure commercial competitiveness and acquisition attractiveness.
We evaluate:
In human vaccines, cost modelling is important for determining healthcare economics and informing decisions on whether a vaccine should be included in a national health immunization program — weighed against the cost of pandemic or disease burden — or subsidized for specific populations such as the elderly (e.g., influenza vaccines) or adolescents (e.g., HPV vaccines for cancer prevention), where population-level implementation economics are a critical consideration.
Vaccine economics are critical in evaluating:
This is particularly relevant for vaccines such as influenza and HPV.
In veterinary and livestock health, manufacturing economics are critical to ensuring affordable access while reducing zoonotic disease risks.
Cost reduction is especially important in animal health to ensure broad access to affordable vaccines for both companion animals and livestock that support global food and nutrition systems. Beyond economics, effective vaccination programs are essential for preventing zoonotic disease transmission from animals to humans — increasingly pertinent given that over 90% of emerging human infectious diseases originate from animal sources. Maintaining control of viral threats through scalable and cost-effective vaccination strategies may help prevent future “Disease X” pandemics.
Companion animals are also playing an increasingly important societal role — not only as family members in modern households, but also as essential working animals across agriculture, military operations, security, mobility assistance for the visually impaired, and therapeutic care.
Esco Aster’s perfusion-enabled Tide Motion® bioreactor platform, combined with high-productivity adherent CHO/HEK antibody generation systems and integrated simulated moving bed (SMB) or real moving bed (RMB) column less single-use continuous chromatography platforms, enables next-generation process intensification. This integrated approach supports higher productivity, lower cost of goods (COGS), a reduced facility footprint, and scalable continuous biomanufacturing for advanced animal health biologics and vaccines.
In veterinary and livestock applications, manufacturing economics are vital to:
This is increasingly important given that many emerging infectious diseases originate from animal reservoirs.
Applications include:
Esco Aster’s Tide Motion® perfusion technologies and process intensification strategies can support high-productivity adherent CHO/HEK manufacturing integrated with continuous downstream purification systems.
With evolving regulatory pathways and reduced bridging study requirements in certain jurisdictions, process intensification and continuous manufacturing are becoming increasingly important for biosimilar and biobetter development.
Esco Aster supports:
COGS/TEA modelling supports the optimization of these advanced manufacturing approaches to ensure that the final commercial product is cost-competitive with the originator.
Dermocosmetics — including cosmeceuticals, medicated cosmetics, and quasi-drugs — represent an emerging category of science-driven, clinically validated dermatology products.
For dermatology-driven cosmetic products, TEA modelling supports:
For cultivated nutrition, supplements, and nutraceuticals, achieving price parity is often critical to commercialization success.
COGS/TEA analysis helps to:
A comprehensive COGS and TEA strategy is not simply a financial exercise — it is a commercialization roadmap.
By integrating:
Esco Aster helps clients make informed, capital-efficient decisions that improve scalability, accelerate commercialization, and strengthen long-term enterprise value.
This service is also a critical component of:
Esco Aster can integrate COGS/TEA Analysis with the following service areas:
Patent Exclusivity & Commercial Impact
Disclaimer: This document is intended for informational purposes only and is subject to change without notice. © Esco Aster Pte Ltd. All rights reserved.