NAICS 3254 · Sub-Industry Deep-Dive · Manufacturing
Pharmaceutical Preparation Manufacturing — AI Adoption Analysis
Aggregate AI adoption statistics for companies in the Pharmaceutical Preparation Manufacturing sub-industry, computed from Meo Advisors' dataset of US-scored firms.
960 companies
63.4 avg score
49 states
582 cities
$19.0M median savings
750 median employees
2mo median payback
AI Adoption Score Distribution · 960 companies scored
19
Grade A
80 – 100
43
Grade B
72 – 79
478
Grade C
64 – 71
420
Grade D
< 64
Scores reflect operational readiness for AI agent deployment across scheduling, intake, billing, and customer communication workflows.
Top enterprise tech stacks in Pharmaceutical Preparation Manufacturing
- slack · 143 companies
- salesforce · 65 companies
- hubspot · 46 companies
- zendesk · 12 companies
- netlify · 1 companies
Top Pharmaceutical Preparation Manufacturing companies by AI adoption score
#1CellaresA-86/100#2Red NucleusA-86/100#3astra zeneca lp usA85/100#4eli lilly and companyA85/100#5merckA85/100#6msdA85/100#7pfizerA85/100#8pfizerproA85/100#9starkindustries2, ltds.A85/100#10the janssen pharmaceutical companies of johnson & johnsonA85/100#11vertex pharmaceuticalsA85/100#12VanigentA-84/100#13AmplityA-83/100#14LantheusA-83/100#15amgenB82/100#16abbvieB80/100#17bristol myers squibbB80/100#18Fagron USB+80/100#19Takeda OncologyB80/100#20bristol-myers squibbB78/100#21daiichi sankyo usB78/100#22egpiB78/100#23gilead sciencesB78/100#24johnson & johnsonB78/100#25medivationB78/100#26Prognos HealthB+78/100#27regeneronB78/100#28sanofi genzymeB78/100#29thermo fisher scientificB78/100#30LannettB76/100#31PAHCB76/100#32alnylam pharmaceuticalsB75/100#33biogenB75/100#34catalentB75/100#35celgeneB75/100#36imclone systems, a wholly-owned subsidiary of eli lilly and companyB75/100#37incyteB75/100#38ironshoreB75/100#39iveric bio, an astellas companyB75/100#40medformersB75/100#41millennium pharmaceuticals, inc.B75/100#42milliporesigmaB75/100#43mylanB75/100#44patheonB75/100#45p&g pharmaceuticalsB75/100#46radim spaB75/100#47sanofi-aventis u.s. llcB75/100#48schering-plough research instituteB75/100#49supernus pharmaceuticals, inc.B75/100#50TP OrthodonticsB75/100#51viatrisB75/100#52VireoB75/100#53NutraceuticalC74/100#54Kimia Farma ApotekC73/100#55aquaC72/100#56Belmar Pharma SolutionsB72/100#57deciphera pharmaceuticalsC72/100#58global blood therapeuticsC72/100#59intermuneC72/100#60Praxis Packaging SolutionsB72/100#61SpecialtyRxB72/100#62TriRx Pharmaceutical ServicesB72/100#63Alpine HealthB71/100#64ChemWerthB71/100#65Clinical SolutionsB71/100#66Enzon PharmaceuticalsB71/100#67Hometown PharmacyC71/100#68Jubilant PharmaB71/100#69LifecoreC71/100#70M8 PharmaceuticalsB71/100#71Mirum PharmaceuticalsB71/100#72Pace® Life SciencesB71/100#73PharmcareUSAB71/100#74QSCB71/100#75RareMed SolutionsB71/100#76AkornC70/100#77Alira HealthB70/100#78areterna, a synthgene companyC70/100#79Ariens ConsultingB70/100#80baxaltaC70/100#81brinox usa, inc.C70/100#82Consumer Product Testing CompanyB70/100#83Correct Rx Pharmacy ServicesB70/100#84csl behringC70/100#85eckhart corpC70/100#86Fujifilm Diosynth BiotechnologiesC70/100#87IDD Research Solutions INC A Unit of Medlix GroupB70/100#88idorsia pharmaceuticals us inc.C70/100#89immunogen, inc.C70/100#90ion labs, inc.C70/100#91mangan biopharmC70/100#92mission pharmacalC70/100#93NeilmedC70/100#94ofd life sciencesC70/100#95Olon USAB70/100#96osmotica pharmaceutical corp.C70/100#97Pharmacy Benefit Management InstituteB70/100#98praxgen pharmaceuticalsC70/100#99priipharmaC70/100#100rvl pharmaceuticalsC70/100
Sibling sub-industries under Manufacturing
NAICS 3261
All Other Plastics Product Manufacturing
NAICS 3231
Commercial Printing (except Screen and Books)
NAICS 3222
Corrugated and Solid Fiber Box Manufacturing
NAICS 3273
Other Concrete Product Manufacturing
NAICS 3256
Toilet Preparation Manufacturing
NAICS 3251
All Other Basic Organic Chemical Manufacturing
NAICS 3259
All Other Miscellaneous Chemical Product and Preparation Manufacturing
NAICS 3255
Paint and Coating Manufacturing
NAICS 3241
Petroleum Refineries
NAICS 3219
Other Millwork (including Flooring)
NAICS 3272
Glass Product Manufacturing Made of Purchased Glass
NAICS 3221
Paper (except Newsprint) Mills
Top cities for Pharmaceutical Preparation Manufacturing
new york, New York
san diego, California
cambridge, Massachusetts
bridgewater, New Jersey
Methodology
Scores are computed using Meo Advisors' proprietary AI adoption model evaluating public digital signals (job postings, tech stack, content, and product velocity). NAICS assignment is based on primary industry classification from the company's public filings and directory entries.