S Matrix

What S Matrix does

S-Matrix Corporation is a privately held US software company, founded in 1985 and headquartered in Eureka, California, that develops the Fusion QbD Software Platform for Quality by Design analytical method development, validation, and transfer in pharmaceutical and biotechnology laboratories. The platform applies expert-system guided statistical Design of Experiments (DOE) and multivariate data analysis within a QbD framework, integrating natively with the three major Chromatography Data Software systems: Waters Empower, Agilent ChemStation/OpenLab, and Thermo Scientific Chromeleon. The product is delivered in specialized modules: Fusion LC Method Development (FMD), Fusion LC Method Validation (FMV), Fusion Process Development (FPD), Fusion Inhaler Testing (FIT) for respiratory drug products, and Fusion Pro, a standalone walk-up-and-use DOE application. Core capabilities are protected by six granted US patents covering the Automated Experimentation Platform, Robustness Simulator, Trend Responses, and Response Data Handler, and the platform is fully aligned with ICH Q8-Q12, Q14, USP <621>, <1210>, <1220>, EP, FDA, and EMA guidances, with 21 CFR Part 11 compliance and integrated CDS-level audit trails.

Name

S Matrix

Legal name

S-Matrix Corporation

Website

https://smatrix.com

Company type

Private

Founded year

1985

Operating status

Operating

Headcount range

1–10 employees

Short description

S-Matrix Corporation develops the Fusion QbD Software Platform, an expert-system guided Design of Experiments and multivariate analytics suite used by major pharmaceutical and biotech companies for analytical method development, validation, and transfer integrated with Waters, Agilent, and Thermo chromatography data systems.

Ownership category

akta.pro rank

Product category

Analytical Laboratory Software (Chromatography QbD / DOE)

NAICS

Custom Computer Programming Services (541511)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

Regulatory Information Management (RIM) & Submission Publishing Software (HLAGAJAL)

Keywords

• Quality by Design software
• Chromatography method development
• Design of Experiments software
• Analytical method validation
• Pharmaceutical QbD platform

Headquarters

HQ city

Eureka

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D

Revenue model

1. Software Licenses and Subscriptions: S-Matrix sells the Fusion QbD Software Platform (Fusion QbD) and Fusion Pro as licensed software. Pricing is quote-based and not publicly disclosed. The platform is available in multiple modules (Fusion LC Method Development, Fusion LC Method Validation, Fusion Process Development, Fusion Inhaler Testing). Waters Corporation has been a global reseller since 2009.
2. Analytical Method Development Services: S-Matrix Analytical Development Labs (ADL) provides analytical method development as a service using the Fusion QbD platform, enabling pharmaceutical and biotech companies to access QbD-aligned method development expertise without purchasing the software.

Go-to-market motion3 records

Distribution channels11 records

Marketing channels5 records

Core offering

S-Matrix develops and licenses the Fusion QbD Software Platform, an expert-system guided Design of Experiments (DOE) and multivariate data analysis system for analytical method development, validation, and transfer under Quality by Design (QbD) principles. The platform is sold in module-based configurations (Fusion LC Method Development, Fusion LC Method Validation, Fusion Process Development, Fusion Inhaler Testing) plus the standalone Fusion Pro DOE add-on, with native integration to Waters Empower, Agilent ChemStation/OpenLab, and Thermo Chromeleon chromatography data software. S-Matrix also delivers Analytical Method Development as a Service (ADL) and Software Compliance and Qualification services to pharmaceutical, biotech, and chemical industry customers.

Product overview

S-Matrix offers the Fusion QbD Software Platform, a unified Quality by Design software platform with specialized modules including Fusion LC Method Development (FMD) for analytical method development, Fusion LC Method Validation (FMV) for method validation and transfer, Fusion Process Development (FPD) for formulation and non-LC method development, and Fusion Inhaler Testing (FIT) for respiratory drug product R&D and QC testing. Fusion Pro is a standalone DOE software add-on for general formulation and process optimization work. The platform integrates with major Chromatography Data Software systems (Waters Empower, Agilent ChemStation/OpenLab, and Thermo Chromeleon) for full walkaway experimentation automation. Professional services include Analytical Method Development as a Service (ADL) and Software Compliance and Qualification services.

Differentiator

Problem solved

Functional benefit

Products and services

• Fusion QbD Software Platform Core Quality by Design software platform incorporating expert-system guided statistical Design of Experiments (DOE) and multivariate data analysis/modeling technologies within a QbD framework. Provides full walkaway experimentation support with native CDS connectivity (Waters Empower, Agilent ChemStation/OpenLab, Thermo Chromeleon) and full 21 CFR Part 11 compliance, sold in modular configurations to pharmaceutical, biotech, and chemical industry R&D labs.
• Fusion LC Method Development (FMD) Analytical method development module for liquid chromatography. Exports statistical experimental designs to chromatography data software as ready-to-run instrument methods and sequences, and imports chromatographic results for automated data analysis with UV & MS spectra-based peak tracking. Sold as a discrete configuration of the Fusion QbD platform to pharmaceutical analytical R&D laboratories.
• Fusion LC Method Validation (FMV) Module for automated method validation and transfer of LC methods. Integrates with Waters Empower, Agilent ChemStation/OpenLab, and Thermo Chromeleon CDS to provide full walkaway experimentation support for validated analytical methods, intended for pharmaceutical QC and regulatory submission workflows.
• Fusion Process Development (FPD) General Design of Experiments module for non-LC method development, formulation studies, tableting/coating studies, synthetic chemistry, and product/process development. Supports sample preparation, dissolution, GC, and CE methods with full walkaway CDS automation, targeted at pharmaceutical process development and chemical industry R&D scientists.
• Fusion Inhaler Testing (FIT) Software module for Orally Inhaled and Nasal Drug Product (OINDP) R&D and QC. Creates Device Sampling Designs for MDIs and DPIs supporting USP Apparatuses 1–6 and Ph.Eur. Apparatuses C, D, E, coordinates HPLC Testing Designs directly exportable to CDS, and computes all critical particle size distribution results including FPD, FPF, MMAD, and GSD with full 21 CFR Part 11 compliance.
• Fusion Pro Standalone advanced Design of Experiments software for formulation studies, process optimization, and product development. Includes Design Wizards (Automated and User-Interactive modes), Response Data Handlers, Analysis Wizard, 2D/3D/4D Trellis visualization, and Monte Carlo methods for Cp/Cpk robustness metrics. Walk-up-and-use operation with no e-signature logon required, targeted at working scientists and engineers across chemical, aerospace, fine chemicals, semiconductor, and consumer product industries.
• Analytical Method Development Services (ADL) Analytical Method Development as a service using the Fusion QbD platform implementing a QbD approach 100% aligned with regulatory guidances. Provides method development, validation, and transfer services using customer-specified chromatography data software platforms, enabling pharma and biotech customers to access QbD-aligned expertise without purchasing a software license.
• Software Compliance and Qualification Services Software qualification services including creation of a Software Qualification Master Documentation Package (QMD Package) for each release version of Fusion QbD. The package contains all documents, testing plans, and data sets required to fully qualify Fusion QbD software installation and operation, supporting 21 CFR Part 11 compliance for pharmaceutical customers.

Quantifiable outcome

• 40% estimated time savings using Fusion Inhaler Testing (FIT) versus current practice, based on benchmarking by an international pharmaceutical company. Automated data exchanges virtually eliminated transcription errors.

Named customers1 record

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration4 records

AI capability2 records

Feature8 records

Partnerships

13 partnerships are on record, tiered core and minor.

• Waters CorporationcoreChannel Partner/ Reseller/ DistributorWaters Corporation has been a global reseller of the Fusion QbD Software Platform configured with the Fusion LC Method Development Module (FMD) and Empower Data Exchange Module since 2009. Waters also provides lab space for S-Matrix's Analytical Development Labs at its Carmel Tech Center facility in Indiana. S-Matrix has maintained connectivity with Waters Empower CDS since 2004 (Millennium32), through Empower 1, 2, and 3.
• Agilent TechnologiescoreGTM or Marketing PartnerS-Matrix and Agilent signed a Co-marketing Agreement in 2012. S-Matrix developed and maintains connectivity between Fusion QbD and Agilent ChemStation/OpenLab CDS, beginning with ChemStation B.04.x and extending through OpenLab C.x. Agilent is a co-marketing partner for Fusion QbD configured with the ChemStation/OpenLab Data Exchange Module. Full walkaway experimentation support is maintained for an expanding suite of Agilent LC instrument systems.
• Thermo Fisher ScientificcoreTechnology or IntegrationS-Matrix has worked closely with Thermo Fisher Scientific since 2014 to develop and maintain connectivity between Fusion QbD and Thermo Chromeleon CDS. Initial connectivity supported Fusion Process Development (FPD) and Fusion Inhaler Testing (FIT) modules with Chromeleon 6.8, later extended to Chromeleon 7.2 for Fusion LC Method Development (FMD) and Fusion Method Validation (FMV) modules.
• MWD ConsultingminorImplementation/ SI/ Consulting PartnerMWD Consulting provides expert training and consulting services in HPLC and pharmaceutical analysis to pharma, biotech, and instrument companies in drug development, CMC (Chemistry, Manufacturing, Control), and regulatory filings. Serves as a consulting implementation partner supporting Fusion QbD adoption.
• CI InformaticsminorChannel Partner/ Reseller/ DistributorAuthorized S-Matrix distributor for United Kingdom/Ireland. Fully trained and certified to provide software training, qualification, and support for the Fusion QbD Software Platform. Contact: Robert Lott, Ph.D., Oxfordshire, UK.
• Cromingo e.K.minorChannel Partner/ Reseller/ DistributorAuthorized S-Matrix distributor for Germany, Switzerland, and Austria. Fully trained and certified to provide software training, qualification, and support for the Fusion QbD Software Platform. Contact: Ingo Green, Bordesholm, Germany.
• PharmaphysicminorChannel Partner/ Reseller/ DistributorAuthorized S-Matrix distributor for France. Fully trained and certified to provide software training, qualification, and support for the Fusion QbD Software Platform. Contact: Marc Foulon, Chevilly-Larue, France.
• AlchemyminorChannel Partner/ Reseller/ DistributorAuthorized S-Matrix distributor for Italy. Fully trained and certified to provide software training, qualification, and support for the Fusion QbD Software Platform. Contact: Elisabetta Passone, Baricella (BO), Italy.
• LabtimminorChannel Partner/ Reseller/ DistributorAuthorized S-Matrix distributor for Slovenia and Eastern Europe. Fully trained and certified to provide software training, qualification, and support for the Fusion QbD Software Platform. Contact: Bostjan Bavdek, Ljubljana, Slovenia.
• Lab SolutionsminorChannel Partner/ Reseller/ DistributorAuthorized S-Matrix distributor for South Korea. Fully trained and certified to provide software training, qualification, and support for the Fusion QbD Software Platform. Contact: Jung-Ho (Bob) Gil, Gwangmyeong-si, Gyeonggi-do, South Korea.
• LCGC Chrom ConsumablesminorChannel Partner/ Reseller/ DistributorAuthorized S-Matrix distributor for India. Fully trained and certified to provide software training, qualification, and support for the Fusion QbD Software Platform. Contact: Vivek Koralkar, Mumbai, India.
• AGS AnaliticaminorChannel Partner/ Reseller/ DistributorAuthorized S-Matrix distributor for Argentina. Fully trained and certified to provide software training, qualification, and support for the Fusion QbD Software Platform. Contact: Sebastian Genovese, Sales Mgr., Buenos Aires, Argentina.
• Spektra ConsultoriaminorChannel Partner/ Reseller/ DistributorAuthorized S-Matrix distributor for Brazil and Latin America. Fully trained and certified to provide software training, qualification, and support for the Fusion QbD Software Platform. Contact: Mariah Ultramari, Ph.D., Sao Paulo, Brazil.

Scale indicators3 records

Recent moves6 records

Expansion highlights5 records

Broad incumbents

• Dotmatics: Dotmatics offers an end-to-end scientific R&D informatics platform used by large pharma and biotech. Adjacent broad incumbent competing for analytical informatics budget alongside S-Matrix at enterprise pharma accounts.
• IDBS (Danaher): IDBS is a leading provider of scientific informatics platforms for biopharma R&D, now part of Danaher. Broad incumbent in lab informatics with overlapping analytical and process development workflows at major pharma customers.
• Genedata: Genedata provides biopharma R&D informatics platforms spanning screening, biologics, and analytical workflows. Broad incumbent in life science informatics that overlaps with S-Matrix at large pharma customers.
• Dassault Systèmes BIOVIA: BIOVIA provides scientific informatics solutions spanning formulation, process development, and quality for life sciences. Broad incumbent that addresses overlapping DOE and QbD workflows at large pharma accounts.

Emerging players

• Molecular Discovery: Molecular Discovery offers analytical chemistry software including tools for chromatography method development and physicochemical property prediction. Provides partial overlap with S-Matrix's Fusion QbD analytical workflows.

Direct peers

• JMP Statistical Discovery (SAS): JMP is a leading statistical discovery and Design of Experiments platform widely used in pharmaceutical and chemical R&D. Competes head-on with S-Matrix's Fusion Pro and Fusion QbD DOE capabilities across similar scientist personas.
• ACD/Labs: ACD/Labs develops analytical chemistry software including automated method development, peak tracking, and prediction tools for chromatography. Highly comparable to S-Matrix's Fusion LC Method Development capabilities for pharma and chemical R&D.
• Minitab: Minitab is a statistics and quality improvement software suite used extensively in pharmaceutical manufacturing and quality control. Comparable to S-Matrix in DOE, statistical analysis, and quality-by-design workflows for regulated industries.
• Stat-Ease (Design-Expert): Design-Expert is dedicated DOE software for formulation, process, and mixture design, widely used in pharma and chemical industries. Direct competitor to S-Matrix's Fusion Pro and Fusion Process Development modules.
• CAMO Software (The Unscrambler): The Unscrambler is multivariate data analysis and experimental design software widely used in pharma, chemicals, and process industries. Closely comparable to S-Matrix's multivariate modeling and DOE capabilities.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks5 records

Key highlights6 records

Customer concentration

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

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 S Matrix