Center for Supply Chain Studies

What Center for Supply Chain Studies does

The Center for Supply Chain Studies (C4SCS) is an independent, neutral, nonprofit research organization founded in 2015 and based in Newtown, United States, that builds "Decision Laboratories" to help organizations evaluate operational, regulatory, and technology decisions before implementation. Its work focuses on four domains — pharmaceutical supply chains, food traceability, healthcare operations, and digital trust/identity — and engages stakeholders including regulators (FDA), standards bodies (GS1), solution providers, industry associations, and technology communities. Core technical capabilities center on simulation and digital twins (including a Hospital Operational Digital Twin Suite of four interconnected twins running on AnyLogic Private Cloud and a Food Supply Chain Operational Twin producing GS1 EPCIS 2.0 events and FDA FSMA 204 traceback data), supplemented by AI-accelerated prototyping and analytics dashboards built with Microsoft Power BI and Power Apps. The business model is project-based professional services and facilitation delivered through contact-based engagement, with revenue derived from research studies, Decision Laboratory engagements, and industry collaboration initiatives; no public pricing is disclosed and the organization has no parent company or venture funding.

Name

Center for Supply Chain Studies

Legal name

Center for Supply Chain Studies

Website

https://c4scs.org

Company type

Private

Founded year

2015

Operating status

Operating

Headcount range

1–10 employees

Short description

The Center for Supply Chain Studies is a US-based nonprofit that builds neutral Decision Laboratories — combining simulation, digital twins, AI-accelerated prototyping, and standards expertise — to help pharmaceutical, food, healthcare, and digital trust stakeholders evaluate complex operational, regulatory, and technology decisions.

Ownership category

akta.pro rank

Product category

Supply Chain Research & Consulting

NAICS

Research and Development in the Physical, Engineering, and Life Sciences (54171), Scientific Research and Development Services (5417), Management Consulting Services (54161)

SIC

Services-Commercial Physical & Biological Research (8731)

akta.pro primary industry

CMC Regulatory Affairs (Modules 2/3, Variations, Post-Approval CMC) (HLAGAKAB)

akta.pro secondary industry

Manufacturing Quality Assurance & GMP Compliance (batch release, deviation/CAPA, tech transfer QA) (HLAGAKAJ)

Keywords

• Supply chain research
• Decision laboratories
• Healthcare digital twins
• FDA compliance studies
• Pharmaceutical traceability

Headquarters

HQ city

Newtown

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Operations, Marketing or Sales, Others

Revenue model

1. Research & Consulting Services: C4SCS operates as an independent research organization offering Decision Laboratories, industry studies, digital twins, and workshops/facilitation services to help organizations evaluate complex operational, regulatory, and technology decisions before implementation. Revenue appears to be generated through project-based research engagements with industry, government, and academic partners.

Go-to-market motion2 records

Distribution channels2 records

Marketing channels5 records

Core offering

Center for Supply Chain Studies (C4SCS) operates Decision Laboratories, which are neutral, collaborative environments that combine simulation, digital twins, scenario analysis, AI-accelerated prototyping, and standards expertise to help organizations evaluate complex operational, regulatory, and technology decisions before implementation. The portfolio spans pharmaceutical supply chain studies, food traceability research, hospital operational digital twins, and digital identity initiatives delivered to industry, government, and academic partners.

Product overview

The Center for Supply Chain Studies (C4SCS) offers Decision Laboratories as its core product—a neutral, collaborative framework combining simulation, digital twins, scenario analysis, and AI-accelerated prototyping to help organizations evaluate operational, regulatory, and technology decisions before implementation. The primary offering is the Decision Laboratories framework, which includes specialized services such as FDA Pharmaceutical Supply Chain Studies (DSCSA implementation, product verification, interoperability), Open Credentialing Initiative (OCI, for trusted digital identity and ATP verification), Food Traceability Research, and Hospital Operational Digital Twin initiatives. Supporting these is the Operational Twin Suite, a modular digital twin platform with four demonstration models covering Emergency Department patient flow, Environmental Services bed turnover, Supply Chain PAR replenishment, and Food Service meal delivery. Additional offerings include Industry Studies (multi-stakeholder research), Digital Twins (virtual operational representations), and Workshops & Facilitation. The Open Mic Friday weekly community call complements the service portfolio with informal discussions on supply chain and technology topics. All offerings are delivered through a non-commercial, neutral organizational structure focused on evidence-based outcomes.

Differentiator

Problem solved

Functional benefit

Brands

• Open Credentialing Initiative (OCI): An industry collaboration focused on trusted digital identity, Authorized Trading Partner verification, open specifications, and interoperable trust frameworks.
• Decision Laboratories
• Open Mic Friday
• Operational Twin Suite
• Food Supply Chain Operational Twin

Products and services

• Decision Laboratories Neutral, collaborative environments combining simulation, digital twins, scenario analysis, and industry expertise to help organizations explore complex challenges, evaluate alternatives, and make informed decisions before committing to action. Targeted at enterprises, government agencies, and industry associations evaluating operational, regulatory, or technology decisions.
• Operational Twin Suite A suite of operational digital twins for hospitals covering ED patient flow, Environmental Services bed turnover, Supply Chain PAR room replenishment, and Food Service order-to-delivery models, all sharing a common shell and KPI dashboard. Built for hospital and health system operations leaders.
• Food Supply Chain Operational Twin A working simulation of food supply chain partners moving products from farm to point of service, generating GS1 EPCIS 2.0 events at Critical Tracking Events and rendering FDA FSMA 204 Food Traceability sortable spreadsheets. Designed for food industry stakeholders addressing FSMA 204 traceability requirements.
• FDA Pharmaceutical Supply Chain Studies Collaborative research initiatives supporting FDA-sponsored studies on DSCSA implementation, product verification, ATP verification, interoperability, and regulatory implementation strategies. Targeted at pharmaceutical supply chain stakeholders.
• Industry Studies Research initiatives involving multiple stakeholders that drive understanding of complex industry challenges through neutral facilitation and evidence-based analysis. Targeted at industry associations, standards bodies, and multi-stakeholder groups.
• Workshops & Facilitation Structured sessions that build alignment, clarity, and shared understanding among stakeholders around operational, regulatory, and technology decisions. Targeted at enterprise and industry stakeholder groups.

Quantifiable outcome

• Reduced decision uncertainty through evidence-based analysis
• +2 more outcomes

Named customers2 records

Segments8 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability6 records

Feature6 records

Partnerships

Nine partnerships are on record, tiered core, secondary and minor.

• FDAcoreStrategic or Co-development PartnerC4SCS facilitates FDA-sponsored pharmaceutical supply chain studies supporting product verification, ATP verification, interoperability, and implementation strategies. The collaboration helps industry evaluate regulatory implementation and interoperability requirements under DSCSA and related frameworks.
• GS1coreStrategic or Co-development PartnerC4SCS incorporates GS1 standards including EPCIS 2.0 (JSON-LD) in its Food Traceability Operational Twin, enabling Critical Tracking Event generation and FDA FSMA 204 compliance verification. The organization uses GS1 standards to align organizations around trusted, consistent data exchange.
• AnyLogiccoreTechnology or IntegrationHospital Operational Digital Twin Suite runs on AnyLogic Private Cloud, using multi-run simulation on project Revit geometry to provide operational forecasts. AnyLogic provides the simulation engine for production digital twins.
• Microsoft Power BIsecondaryTechnology or IntegrationPower BI is used for Decision View dashboards, providing confidence bands and trade-offs visualization for clients analyzing simulation results and operational scenarios.
• Microsoft Power AppssecondaryTechnology or IntegrationPower Apps is used for scenario and design parameter inputs in the Hospital Operational Digital Twin Suite, allowing project teams to configure simulation parameters.
• Triggerware.aiminorStrategic or Co-development PartnerFeatured guest Dr. Swamy Narayanaswamy from Triggerware.ai on Open Mic Friday discussing AI in business intelligence and data security considerations.
• ListrakminorStrategic or Co-development PartnerFeatured guest Leah Beitler, VP of Partnerships and Ecosystem at Listrak, discussing AI in marketing technology and how AI shapes customer engagement and personalization.
• The Acheson Group LLCminorStrategic or Co-development PartnerFeatured guest Ben Miller, Ph.D., MPH, COO & EVP of Scientific and Regulatory Affairs, discussing food traceability, FSMA 204, and supply chain coordination challenges.
• Kaiser PermanenteminorStrategic or Co-development PartnerFeatured guest Stephan Baur, Principal IT Architect at Kaiser Permanente, discussing agentic commerce and the future of supply chain with AI agents.

Scale indicators3 records

Recent moves6 records

Expansion highlights5 records

Broad incumbents

• Kinaxis: Kinaxis offers enterprise supply chain planning and decision-making software. It addresses supply chain decision support that overlaps with C4SCS's Decision Laboratories concept, but at the commercial platform level rather than as a neutral research organization.
• FourKites: FourKites is a supply chain visibility and decision intelligence platform serving large enterprises. Comparable in helping organizations make supply chain decisions with real-time data, but as a commercial SaaS platform rather than a nonprofit facilitator.
• Project44: Project44 is a global supply chain visibility network used by shippers, carriers, and 3PLs. Comparable to C4SCS's supply chain decision-support orientation, but as a commercial data network rather than a research-driven nonprofit.
• Dassault Systèmes (BIOVIA / 3DEXPERIENCE): Dassault Systèmes provides digital twin, simulation, and life sciences (BIOVIA) platforms that overlap with C4SCS's pharmaceutical and operational modeling work. It is a broad incumbent that could extend into C4SCS's niches with deeper R&D budgets.
• GS1 US: GS1 US is the US implementation body for GS1 standards (EPCIS, GTIN) used by C4SCS. Comparable as a standards and interoperability organization, but operates at much broader scale and as a formal standards body rather than a research nonprofit.

Direct peers

• The Acheson Group: The Acheson Group is a food safety and supply chain risk management consultancy covering FSMA, traceability, and regulatory strategy. Directly comparable to C4SCS's food traceability Decision Laboratory work, and already featured as a guest partner.
• TraceLink: TraceLink is a leading commercial provider of pharmaceutical supply chain serialization, traceability, and DSCSA compliance software. It directly competes with C4SCS's FDA-aligned DSCSA work, but does so as a product vendor rather than a neutral facilitator.
• USDM Life Sciences: USDM Life Sciences is a regulatory compliance and digital transformation consultancy for life sciences, including supply chain, validation, and GxP services. Closely comparable to C4SCS's pharmaceutical regulatory implementation work but commercially driven.
• rfXcel (now part of Antares Vision Group): rfXcel provides pharma supply chain traceability, serialization, and regulatory compliance solutions focused on DSCSA, FMD, and other global track-and-trace mandates. Comparable to C4SCS in serving regulated pharma supply chain compliance, though as a commercial vendor.

Others

• AnyLogic: AnyLogic provides the simulation platform underlying C4SCS's Operational Twin Suite. While an enabling technology partner rather than a competitor, it is highly relevant as the engine on which C4SCS builds its hospital and food supply chain digital twins.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/center-for-supply-chain-studies

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Center for Supply Chain Studies