What Management Science Associates does

Management Science Associates, Inc. (MSA) is a privately held, Pittsburgh-region (Tarentum, PA) analytics, informatics, and consulting firm founded in 1965 as a Carnegie Mellon University spinout and operating today with 501-1,000 employees. The company builds and operates verticalized data and software solutions across at least ten industries — Consumer Packaged Goods, Media, Healthcare and Life Sciences, Information Technology, Government Services, Casino Gaming, Metals and Advanced Manufacturing, Performing Arts, and Cannabis — including proprietary products such as the BOSS blending optimizer for metals, EDITLife for transplant and cellular therapy workflows, RMDAS for ferrous scrap pricing (covering over 65% of U.S. steel mill ferrous scrap purchases in its regions), Savvy Citizen for municipal communications, Gabriel for cable television ad sales, UFO for casino floor optimization, NaviGATE for direct marketing, and AIA for advertising-to-sales attribution.

MSA monetizes through a mix of professional analytics and informatics services, managed IT and data center services (Tier III facilities including the Evergreen Heights Technology Center and Bakery Square Three locations in Pittsburgh), and subscription- or licensing-based software products, with quote-based enterprise contracts and multi-year engagements as the dominant commercial model. Its customer base spans Fortune 500 enterprises (Altria, Mondelez, Ruiz Foods, PMI USA, Scientific Games, Treasure Island Las Vegas, Logan Aluminum, EQT), mid-market firms, government agencies (multiple boroughs, townships, and police departments via Savvy Citizen), and healthcare organizations (managed care plans, transplant centers). In November 2023, MSA transferred ownership to a Perpetual Trust and the Dr. Alfred A. Kuehn Innovation Institute, establishing a perpetual stewardship structure under founder Dr. Alfred A. Kuehn's legacy and precluding conventional outside acquisition.

Name

Management Science Associates

Legal name

Management Science Associates, Inc.

Website

https://msa.com

Company type

Private

Founded year

1965

Operating status

Operating

Headcount range

501–1,000 employees

Short description

Management Science Associates is a Pittsburgh-based, privately held analytics and informatics firm operating since 1965, delivering verticalized data, software, and managed IT services to enterprises and government agencies across ten-plus industries including CPG, healthcare, metals, gaming, media, and cannabis.

Ownership category

akta.pro rank

Product category

Data Analytics and Information Management Services

NAICS

Management Consulting Services (54161), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)

SIC

Services-Engineering, Accounting, Research, Management (8700), Services-Computer Processing & Data Preparation (7374)

akta.pro primary industry

Advanced Analytics & Data Science Services (BPAEAHAE)

akta.pro secondary industry

Scientific Data Management & Data Platforms (SDMS/Data Lakehouse for R&D) (HLAGAJAC)

Keywords

• Data analytics services
• Healthcare data management
• IT infrastructure services
• Consumer insights analytics
• Software development services

Headquarters

HQ city

Pittsburgh

HQ country

United States

HQ region

North America

Offices4 records

Markets served

GTM type

B2B

Offering type

Services

Cost components

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

Revenue model

1. Analytics and Informatics Services: MSA provides analytics-driven solutions across multiple industries including data analysis, market insights, consumer behavior analysis, and business intelligence services.
2. IT Systems and Services: Includes colocation, cloud services, disaster recovery, managed services, and IT infrastructure solutions delivered from Tier III data centers.
3. Software Solutions: Proprietary software products including EDITLife, BOSS, RMDAS, Savvy Citizen, Gabriel, UFO, and direct marketing platforms. May include licensing and subscription components.
4. Healthcare Data Management: De-identification services, data integration, and HIPAA-compliant healthcare data solutions for life sciences organizations.

Pricing tiers

Go-to-market motion2 records

Distribution channels1 record

Marketing channels6 records

Core offering

Management Science Associates is a diversified information management company that sells proprietary analytics software, data management services, and managed IT infrastructure to enterprises across nine vertical industries. Its core deliverables include vertical-specific software platforms (BOSS for metals blending, EDITLife for transplant programs, RMDAS for ferrous scrap pricing, Savvy Citizen for government communications, UFO for casino floor optimization, Gabriel for cable TV ad sales), analytics and informatics consulting engagements, HIPAA HITRUST certified healthcare data de-identification services, and Tier III colocation/cloud/disaster recovery from Pittsburgh-area data centers.

Differentiator

Problem solved

Functional benefit

Brands

• Savvy Citizen: Mobile app providing a trusted way for local governments to communicate and engage with citizens
• BOSS (Blending Optimization Software Suite)
• RMDAS (Raw Material Data Aggregation Service)
• Gabriel
• EDIT (Electronic Data Interface for Transplantation)
• EDITLife
• Data@Factory
• Market Architecture
• NaviGATE
• UFO (Universal Floor Optimizer)
• Healthcare Data Management (HCDM)
• Savvy Citizen

Products and services

• BOSS (Blending Optimization Software Suite) Proprietary metals industry optimization software that determines the least-cost combination of raw materials for production scheduling while satisfying operating and quality constraints. Used by steel and aluminum producers for heat scheduling and cost optimization, delivering documented savings of $14,000 per standard-grade production run.
• RMDAS (Raw Material Data Aggregation Service) Ferrous scrap pricing data aggregation service that provides accurate price and volume data based on actual order transactions. Represents over 65% of ferrous scrap purchased by U.S. steel mills in the regions covered, serving as the de facto market reference for ferrous scrap buying performance.
• Savvy Citizen Mobile App Mobile app providing local governments with modern communication and engagement tools for resident notification and emergency alerts. Features automated National Weather Service alerts, community events management, and emergency notifications. Reaches 100% of subscribers compared to less than 10% via Facebook.
• EDITLife Transplant and Cell Therapy Management Software Comprehensive software solution for cellular therapy clinics, cell processing labs, and solid organ transplant programs. Integrates data, automates workflows, supports compliance with FACT/CIBMTR standards, and helps programs scale across heart, lung, kidney, liver, and pancreas transplants plus SCT, CAR-T, IECTs, and gene therapy.
• HCDM De-Identification Engine and Data@Factory HIPAA HITRUST certified patient data de-identification technology with multi-layered encryption and irreversible patient tokens for longitudinal patient matching across physicians, claims, payers, and other healthcare dimensions. Creates an anonymous Patient Master Universe for healthcare and life sciences clients.
• Gabriel Cable Television Sales and Traffic Solution Integrated sales and traffic solution for cable television networks that supports advertising package sales, contractual performance guarantees, and inventory maximization for media sales organizations.
• UFO (Universal Floor Optimizer) Casino floor optimization software using market basket analysis of historic player behavior to create proactive slot machine title placement recommendations and suggest individual game and bank swaps. Delivered an average $41.50 daily win increase per machine in a case study analyzing over 2,000 slot machines.
• NaviGATE Direct Marketing Platform Proprietary technology for managing consumer databases and targeting criteria for direct marketing and email campaigns. Underpins direct marketing program management engagements that have grown CPG client opt-in databases to more than 12 million users.
• IT Systems and Services (Colocation, Cloud, Disaster Recovery, Managed Services) Managed IT infrastructure services delivered from Tier III data center facilities in the Pittsburgh region. Includes colocation, cloud services, disaster recovery, and managed services for enterprise clients such as Avere Systems and a wholesale insurance broker with $100mm+ bookings.
• Analytics and Informatics Consulting Services Analytics and informatics consulting engagements across multiple industries including CPG, media, healthcare, gaming, metals, performing arts, and cannabis. Encompasses data analysis, market insights, consumer behavior analysis, business intelligence, and predictive modeling.
• Retail Execution and Trade Program Management Retail execution platform that transforms field data into real-time insights for in-store performance, plan-o-gram compliance, and trade program management. Includes a mobile application for optimized sales routes, opportunity alerts, electronic ordering, survey data collection, and store performance tracking. Achieved 37% trade spend reduction in one year for a major beverage manufacturer.
• Media Viewer Segmentation Custom TV viewing audience segmentation analysis applying machine learning algorithms to classify viewing behavior into segments for advertising sales initiatives. Analyzes panel data spanning multiple years for over 100,000 panelists.
• AIA (Advertising Integration Analysis) Solution linking advertising measures to sales indicators using Structural Equation Modeling (SEM) and regression analysis to quantify relationships between awareness, loyalty, and sales outcomes for brand marketers.
• Cannabis Sales and Research Data Service Cannabis market and sales data service delivered through the MSA-BDSA strategic alliance, providing validated market visibility, consumer insights, and strategic planning data for cannabis operators, retailers, and researchers.
• Market Architecture Consumer Choice Analysis Framework for understanding consumer brand choice behavior and market structure, analyzing choice elasticity across consumer dimensions to identify growth opportunities. Has guided major brand acquisitions totaling nearly $1 billion for a worldwide apparel company with 30+ brands.
• LABHero Cell Processing LIMS Cell processing lab information management system (LIMS) module for stem cell processing, part of the EDITLife platform for cellular therapy clinics and cell processing labs.
• Post Buy Cable Advertising Performance Analysis Third-party cable television advertising performance analysis service, known in the industry as 'The MSA', providing post-buy verification of advertising delivery and performance for cable networks and advertisers.

Quantifiable outcome

• 37% reduction in trade spend achieved for beverage manufacturer in first year
• +8 more outcomes

Named customers30 records

Segments9 records

Ideal customer profiles9 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability9 records

Feature10 records

Partnerships

Four partnerships are on record, tiered core and minor.

• BDSAcoreStrategic or Co-development Partner · 1 January 2025Groundbreaking strategic alliance between MSA and BDSA, the premier source of market research for the cannabis industry. This alliance was announced in 2025 to revolutionize cannabis market insights by combining MSA's analytics capabilities with BDSA's proprietary cannabis market research data.
• GraySwan AIminorStrategic or Co-development PartnerGraySwan AI logo featured among MSA's network, indicating collaboration in advanced analytics and AI solutions.
• Carnegie Mellon University (CMU)coreStrategic or Co-development PartnerMSA originated as a Carnegie Mellon University spinout. Company maintains academic and innovation connections with CMU.
• Spectrum Gaming GroupminorStrategic or Co-development PartnerSpectrum Gaming Group logo featured among MSA's industry-focused partnerships in the gaming sector.

Scale indicators9 records

Recent moves7 records

Expansion highlights5 records

Broad incumbents

• IQVIA: IQVIA is a global life sciences analytics and technology company offering clinical trial informatics, real-world evidence and patient data de-identification. It is comparable to MSA's HCDM and EDITLife businesses serving healthcare and life sciences organizations with HIPAA-grade data solutions.
• Nielsen: Nielsen is the dominant media and consumer panel measurement provider serving the same advertisers and cable networks that use MSA's Gabriel, AIA and Media Viewer Segmentation. Both companies turn large-scale audience and panel data into advertising analytics for media companies and CPG advertisers.
• dunnhumby: dunnhumby is a global CPG analytics company specializing in customer data, retail execution and trade promotion optimization. It is comparable to MSA's Market Architecture, NaviGATE and CPG trade program offerings for major consumer goods manufacturers.
• Circana (formerly IRI + NPD): Circana provides CPG and retail market measurement, consumer insights and media optimization for manufacturers and retailers. It is comparable to MSA's CPG analytics practice, including trade promotion management, plan-o-gram optimization and Market Architecture.
• Aveva (OSIsoft): Aveva (formerly OSIsoft) provides industrial data management and operational analytics for process industries including metals and manufacturing. It is comparable to MSA's BOSS blending optimization, demand forecasting and metals industry analytics solutions.

Direct peers

• Datavant: Datavant specializes in patient data de-identification and tokenization for healthcare and life sciences research. It directly parallels MSA's multi-patented De-Identification Engine and Data@Factory offerings, both targeting HIPAA-compliant patient-level data linking across payers, providers and claims.
• TriNetX: TriNetX provides a global health research network that de-identifies and links clinical and claims data for clinical trial feasibility and real-world evidence. It is comparable to MSA's HCDM and EDITLife in supporting pharma research with anonymized longitudinal patient data.
• Comscore: Comscore provides cross-platform audience measurement, advertising analytics and TV viewing data for media companies. It directly competes with MSA's Gabriel and Post Buy cable television advertising measurement and sales solutions.
• Headset: Headset is a cannabis retail analytics and market intelligence platform serving operators and CPG brands. It is a direct peer to MSA's emerging cannabis data practice built around the 2025 BDSA strategic alliance.
• CivicPlus: CivicPlus provides government website, communication and citizen engagement software to municipalities. It directly competes with MSA's Savvy Citizen mobile platform used by local governments for resident communication and emergency alerts.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• YouTubevimeo.com/showcase/11927841?fl=so&fe=fs
• LinkedInlinkedin.com/company/management-science-associates
• Xx.com/ims_msa

Revenue estimate

Valuation estimate

Number of profiles

Profiles7 records

Subsidiaries4 records

Funding overview

Funding rounds

Investors

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

M&A1 record

Investments

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

Frequently asked questions about Management Science Associates