NAICS 3115 · Sub-Industry Deep-Dive · Manufacturing

Fluid Milk Manufacturing — AI Adoption Analysis

Aggregate AI adoption statistics for companies in the Fluid Milk Manufacturing sub-industry, computed from Meo Advisors' dataset of US-scored firms.

161 companies

54.5 avg score

34 states

136 cities

$24.0M median savings

750 median employees

AI Adoption Score Distribution · 161 companies scored

1

Grade A

80 – 100

1

Grade B

72 – 79

17

Grade C

64 – 71

142

Grade D

< 64

Scores reflect operational readiness for AI agent deployment across scheduling, intake, billing, and customer communication workflows.

Top Fluid Milk Manufacturing companies by AI adoption score

#1Jeni's Ice CreamsColumbus, OhioB80/100 #2TCBYSalt Lake City, UtahC73/100 #3Beecher's Handmade CheeseSeattle, WashingtonC70/100 #4Hiland DairyWichita, KansasC70/100 #5Amy's Ice CreamsAustin, TexasC69/100 #6Turner's DairyCovington, TennesseeC66/100 #7bc30 probioticmayfield heights, OhioC65/100 #8ben & jerry'ssouth burlington, VermontC65/100 #9byheartnew york, New YorkC65/100 #10cream o land dairies, llcflorence, New JerseyC65/100 #11dairy farmers of americakansas city, KansasC65/100 #12Daisy BrandDallas, TexasC65/100 #13danone north americawhite plains, New YorkC65/100 #14fairlife, llcchicago, IllinoisC65/100 #15land o'lakes, inc.arden hills, MinnesotaC65/100 #16mead johnson nutritionparsippany, New JerseyC65/100 #17rocket milk innovationsan francisco, CaliforniaC65/100 #18schreiber foodsgreen bay, WisconsinC65/100 #19wells enterprisesle mars, IowaC65/100 #20bel brands usa foodservicechicago, IllinoisD62/100 #21cacique foods, llc.irving, TexasD62/100 #22crystal farms dairy companyminneapolis, MinnesotaD62/100 #23franklin foods, part of the hochland groupboca raton, FloridaD62/100 #24hilmar ingredientshilmar, CaliforniaD62/100 #25hp hood llclynnfield, MassachusettsD62/100 #26montchevre, betin inc.rolling hills estates, CaliforniaD62/100 #27select milk producersdallas, TexasD62/100 #28specialty cheese company, inc.reeseville, WisconsinD62/100 #29steel city popshomewood, AlabamaD62/100 #30stonyfieldlondonderry, New HampshireD62/100 #31synutra international, inc.rockville, MarylandD62/100 #32tropicale foods, llcontario, CaliforniaD62/100 #33bacio di latte uslos angeles, CaliforniaD60/100 #34burnett dairy cooperativegrantsburg, WisconsinD60/100 #35coffe shoperockwall, TexasD60/100 #36dairiconceptsspringfield, MissouriD60/100 #37darigoldseattle, WashingtonD60/100 #38dfa ingredient solutionsspringfield, MissouriD60/100 #39gilman cheesegilman, WisconsinD60/100 #40great lakes cheesehiram, OhioD60/100 #41guida's dairynew britain, ConnecticutD60/100 #42Heladoscalistafford, New JerseyD60/100 #43leprinodenver, ColoradoD60/100 #44leprino nutritiondenver, ColoradoD60/100 #45milkco incasheville, North CarolinaD60/100 #46MilksterGeneva, GenevaD60/100 #47morningstar foodsD60/100 #48muller quaker dairy, llcchicago, IllinoisD60/100 #49perry's ice creamakron, New YorkD60/100 #50suiza dairy corpla riviera, CaliforniaD60/100 #51tillamook county creamery associationtillamook, OregonD60/100 #52v&v supremo foods incchicago, IllinoisD60/100 #53winder farmswest valley city, UtahD60/100 #54baker cheese factory, inc.st. cloud, WisconsinD58/100 #55clover sonomapetaluma, CaliforniaD58/100 #56dreyer's grand ice creamwalnut creek, CaliforniaD58/100 #57dutch farmschicago, IllinoisD58/100 #58eagle family foodscleveland, OhioD58/100 #59gossner foods inclogan, UtahD58/100 #60grande cheese companyfond du lac, WisconsinD58/100 #61house of flavors inc.ludington, MichiganD58/100 #62ingredia americawapakoneta, OhioD58/100 #63king of popsatlanta, GeorgiaD58/100 #64lala u.s., incdallas, TexasD58/100 #65lifeway foods, inc.morton grove, IllinoisD58/100 #66mehadrin dairy corpelizabeth, New JerseyD58/100 #67natrelD58/100 #68norseland, inc.norwalk, ConnecticutD58/100 #69ornua foods north america, incevanston, IllinoisD58/100 #70scott brothers dairychino, CaliforniaD58/100 #71the peterson cheese companyauburn, WashingtonD58/100 #72Valley Queen Cheesemilbank, South DakotaD57/100 #73anderson erickson dairydes moines, IowaD55/100 #74bordendallas, TexasD55/100 #75clover farms dairy & beveragesreading, PennsylvaniaD55/100 #76cooper® cheesegreen bay, WisconsinD55/100 #77driftwood dairy, inc.el monte, CaliforniaD55/100 #78foremost farms usamiddleton, WisconsinD55/100 #79Hilmar Cheese CompanyHilmar, CaliforniaD55/100 #80milk specialties globaleden prairie, MinnesotaD55/100 #81organic valleyla farge, WisconsinD55/100 #82ornua ingredients north americawhitehall, WisconsinD55/100 #83sargentoplymouth, WisconsinD55/100 #84schuman cheesefairfield, New JerseyD55/100 #85southern foods group, llcdallas, TexasD55/100 #86CaspersicecreamD54/100 #87GooseislandChicago, IllinoisD54/100 #88cheese merchantsbartlett, IllinoisD52/100 #89cloverland / greenspring dairybaltimore, MarylandD52/100 #90deibel laboratoriesniles, IllinoisD52/100 #91emmi rothstoughton, WisconsinD52/100 #92galliker'sjohnstown, PennsylvaniaD52/100 #93gatti ice creamice, KentuckyD52/100 #94joseph gallo farmsatwater, CaliforniaD52/100 #95mullins cheese, inc.mosinee, WisconsinD52/100 #96new england ice cream corporationnorton, MassachusettsD52/100 #97oakhurst dairyD52/100 #98prince agri productsquincy, IllinoisD52/100 #99rizo lopez foods inc. - tio francisco and rizo bros cheesesmodesto, CaliforniaD52/100 #100rockview farmsdowney, CaliforniaD52/100

Sibling sub-industries under Manufacturing

All Other Miscellaneous Food Manufacturing

Women's, Girls', and Infants' Cut and Sew Apparel Manufacturing

Soft Drink Manufacturing

Meat Processed from Carcasses

Frozen Specialty Food Manufacturing

Commercial Bakeries

Apparel Accessories and Other Apparel Manufacturing

Curtain and Linen Mills

Broadwoven Fabric Mills

Dog and Cat Food Manufacturing

Chocolate and Confectionery Manufacturing from Cacao Beans

Textile and Fabric Finishing Mills

Top cities for Fluid Milk Manufacturing

chicago, Illinois

6 companies · avg 58.3

dallas, Texas

4 companies · avg 57.5

4 companies · avg 54.5

green bay, Wisconsin

4 companies · avg 53.8

denver, Colorado

3 companies · avg 56.7

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.

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